March Madness
College Basketball
http://espn.go.com/mens-college-basketball/story/_/id/14964029/first-look-all-68-march-madness-teams-2016-ncaa-tournament
Vegas Insiderhttp://www.vegasinsider.com/college-basketball/odds/las-vegas/
MLB
roster resource
NHL
NBA
CBT
My
Blogs View More
Previous
Sports Analytics Great Paper
http://www.cc.gatech.edu/~stasko/papers/infovis12-hockey.pdf
SportsNet.Ca NHL best snipers
http://www.sportsnet.ca/hockey/nhl/where-do-the-nhls-best-snipers-shoot-from/
NHL.com Goaltender matchup: Quick vs. Lundqvist
https://www.nhl.com/news/goaltender-matchup-inside-quick-vs-lundqvist/c-721636
http://sportlogiq.com
_____________________
SOG
Shots
on goal
2015-2016
Ovechkin
Brent
Burns
Forwards
Defensemen
Splits
Positions
East
West
The
big three - the key three - G SOG PCT
G:
Goals
SOG:
Shots on Goal
PCT:
Shooting Percentage
G
= SOG x PCT
R
= OPS = OBP + SLG
SOG
= OBP
PCT
= SLG
G
= R = OPS
Shooting
Percentage
Position
Forward vs Defensemen
?
Left vs Right
?
splits vs Goalie
?
splits home away arena
Defensemen
2015-2016
Defensemen
2014-2015
http://espn.go.com/nhl/statistics/player/_/stat/points/sort/shotsTotal/year/2015/position/defensemen
Defensemen
2013-2014
http://espn.go.com/nhl/statistics/player/_/stat/points/sort/shotsTotal/year/2014/position/defensemen
Defensemen
2012-2013 Lockout
http://espn.go.com/nhl/statistics/player/_/stat/points/sort/shotsTotal/year/2013/position/defensemen
Defensemen 2011-2012
http://espn.go.com/nhl/statistics/player/_/stat/points/sort/shotsTotal/year/2012/position/defensemen
Regular Season - Playoffs
vs rate opposing Goalie and Defense
Power Play - Five on Five even strength
? Rebound generation
Regular Season - Playoffs
vs rate opposing Goalie and Defense
Power Play - Five on Five even strength
? Rebound generation
?
How do we increase Rebound generation
?
How do we convert rebounds into additional shots
Distance
X,Y
gps coordinates
Z
launch angle
trajectory
speed
spin wobble flight movement deflections screens
mis-direction
change of direction
I
could count goals that hit the cross bar as a special category,
and
group with shot on goal
SOG
Iron Missed Wide Blocked
Offensive
players assisting screens traffic passes
Defensive
players contesting disrupting
Detailed
post-game description and analysis
Every
Shot
Every
Goal
Every
Zone Entry into your offensive zone
Every
Zone Exit out of your defensive zone
Iron
Post = Missed
Rate Goalie Saves
A+
Extraordinary Great
B
standard doing your job as pro goalie
C
Easy save a minor league goalie could do it
Rate
Goalie failed saves
Nothing
the goalie could do - impossible to save
Reasonable
fail
Unacceptable
Soft obvious goalie failure
_____________________
FORWARDS
Shots on goal (SOG) - Shooting percentage
http://espn.go.com/nhl/statistics/player/_/stat/points/sort/shotsTotal/position/forwards
http://espn.go.com/nhl/statistics/player/_/stat/points/sort/shotsTotal/year/2015/position/forwards
http://espn.go.com/nhl/statistics/player/_/stat/points/sort/shotsTotal/year/2014/position/forwards
http://espn.go.com/nhl/statistics/player/_/stat/points/sort/shotsTotal/year/2013/position/forwards
http://espn.go.com/nhl/statistics/player/_/stat/points/sort/shotsTotal/year/2012/position/forwards
_____________________
Offensive Helmet Stickers ( college football concept )
when the team is playing Offense
Screens
Moving the puck
Moving the puck, with puck on your stick as you skate
Speed, Smooth, Controlled
Contested ?
No defense - not contested
defense is applying pressure
defense is disruptive
Given the defense,
Is the skater doing a good job ? showing extraordinary effort and skill
Context and other teams Defensive effort
this is like NBA basketball
player dribbling
player is walking running
has possession of the
from defensive zone
half court neutral zone
offensive zone
NBA analogy is great here
starting NBA defensive zone
let's say your guy gets a defensive rebound
and controls the ball
your player can jog and dribble the ball while maintaining possession personally,
or pass the ball
defensive zone
half court
offensive zone
there are No three pointers in NHL
go for High Percentage shots
NBA basketball analogy
while Steph Curry may be able to make half court shoots
in general, a NHL team needs to be in their offensive zone to score
Your Team
Time of possession in your offensive zone .
start time clock when the puck enters the offensive zone
and you have control of the puck
your player personally carries the puck in
or your player has the puck and passes it
to a team mate in the offensive zone
stop clock
when your team loses control of the puck
AND the puck goes out of the offensive zone
puck must go out of our offensive zone
And your teams does Not have control
so if your players gets the puck back
while still in the offensive zone
keep the clock going
record number of Shots and goals
while in the offensive zone
This is called one possession
Offensive Zone
you have an opportunity to score
virtually zero chance that the other team score
it's a high reward low risk zone for you
Defensive Zone
is the danger zone for you
NBA is fluid and dyanamic
NBA players must dribble
to move the ball personally
during dribble NBA player the ball goes out of the hand
it's like carrying the puck
dribbling the puck
___
For both Teams A and B
Team A
Total Time of possession in the offensive zone
per game
per period
game clock
start time and stop time
note state of the game ( the game score )
For each offensive possession,
start time
stop time of the possession
game score at that time
how enter
how exit
number of shots total
number of goals
treat each offensive possession
like a power play scenario
in terms of analysis
it's one moment in time
___
OZP Offensive Zone Possessions
" Offensive Possessions "
Team A
total Number of offensive possessions
total Time of offensive possessions
total Shots during offensive possessions
total Goals during offensive possessions
regular even strength 5-on-5
special teams
power play
short handed
Number of Shots per offensive zone possessions
Number of Goals per offensive zone possessions
OZE offensive zone efficiency
next layer
your players
their players
goalie
___
then do the Offensive Zone Possessions
for Team B
now you have everything that you need
at this time disregard ignore the neutral zone
neutral zone has little impact on shots and scoring
If there is shot or goal in the neutral zone
or defensive zone
then record it and dissect it
NBA
fast break
long pass
turnover - fast break
Goalie with assists
this happened in all star game
Goalie can score
___
Can we use the Goalie more as third defenseman
Goalie passes / shots
Can we convert the Goalie into a Skater
Can you convert a defenseman into a goalie
___
pretend it I own a NHL team
what instructions would you give the video guy
data collection
there is video and a framework with milestones
but need to flesh out the skeleton
then once you have the data
what would you tell the stats guy
data mining
(1) video guy step one
go back to video
and measure
(2) data mining and analysis
___
can we score from a sequence of plays
starting from the defensive zone ?
starting from the neutral zone
___
pinning the puck to the boards
to eat clock
___
question
should empty net situations be used more often
at the end of each period
you need great skaters and puck control
you need a Defenseman that can serve goalie functions
like a Safety in football
question
can we increase the success and efficiency of empty net situations
you need one really good defenseman with great speed
last minute of period one and period two
___
question
should we flip PK penalty kill into an offensive opportunity
how would you staff this
goalie
two great defensemen stand back
two fast attacking forwards
___
using Strategy, Scheme, and Science Physics
how can we increase Team Shooting percentage
you have to ask the right question
___
Face offs
can we increase faceoff success even more ??
___
Hits
how can we be more disruptive
passes defended
like a football defensive player
look at football defensive stats
___
question
can we have Zero penalties
can we draw more penalties
___
Skating faster -- with the puck
https://www.hockeyshot.com/v/hyperlinks/skatingfasterwithpuck.pdf
www.hockeyplayer.com
___
http://espn.go.com/nfl/statistics/player/_/stat/defense/sort/totalTackles/year/2015/seasontype/2
AST: Assisted tackles
TOTAL: Total tackles
COMB: Combined tackles
SACK: Total sacks
YDSL: Yards lost on sack
PD: Pass defended
INT: Passes intercepted
YDS: Intercepted returned yards
LONG: Longest interception return
TD: Interceptions returned for touchdowns
FF: Forced fumbles
REC: Fumbles recovered
TD: Fumbles returned for touchdowns
http://espn.go.com/nba/statistics/player/_/stat/rebounds/sort/avgRebounds/year/2016/seasontype/2
GP: Games Played
MPG: Minutes Per Game
OFF: Offensive Rebounds
ORPG: Offensive Rebounds Per Game
DEF: Defensive Rebounds
DRPG: Defensive Rebounds Per Game
REB: Rebounds
RPG: Rebounds Per Game
RP48: Rebounds Per 48 Minutes
GP: Games Played
MPG: Minutes Per Game
STL: Steals
STPG: Steals Per Game
STP48M: Steals Per 48 Minutes
TO: Turnovers
TOPG: Turnovers Per Game
PF: Personal Fouls
ST/TO: Steals Per Turnovers
ST/PF: Steals Per Personal Fouls
Statistics: Scoring | Rebounds | Field Goals | Free-Throws | 3-Points | Assists | Steals | Blocks | Fouls | Minutes | Turnovers | Double Doubles
___
Hockey Prospectus
Baseball Prospectus
these guys want to lump everything into ONE metric
one number
this is a good exercise
but the Prospectus guys want to ignore disregard dismiss
other stats
you need to look at all the stats
look at every stat
every empirical relationship
it's like dot matrix printer
it's like light photons
increase the pixels
look at it all
also the Prospectus guys
Assume too much
then have the Hubris to think that they know everything
well if they knew everything
then they could beat Vegas
and Fantasy sports
i picked Denver
Ma picked Carolina
___
Multi Variable Analysis
Combine 2 variables
Pitcher
K/9
and HR
Pitcher
K and Ground balls
Pitcher
K and Walks
Pitcher
K and ERA
___
Goals
detailed analysis
goals and assists
angles
uses this same level of analysis
___
SKILLS
Passing
improve passing
5 dimensional passing
x y z
time speed
spin rotation
Shooting
Face off
strength and conditioning
ballet
akido
core balance
hands
feet legs
visual spatial
response time
sports science
___
think outside of the box
Penalty Kill
flip into an offensive opportunity
have 2 defensemen fall back
strong defensive defensmen
300 pinch
then have 2 very fast forwards attacking
the other team will leave their goalie exposed
___
crazy thinking
out of the box
military
___
convert the Goalie into a 6th skater
Goalie Defenseman hybrid
___
more empty net
take the Goalie out
ask the right question
ask crazy question
longer empty net at the end of the third period
do empty net at the end of the first and second period
___
Goalie = Defenseman
Defensemen = Goalie
get new skills
___
empty net
3 defensemen
2 forwards
___
think like football
___
can be get the Goalie more involved in downfield play
also reduce goalie puck stick handling errors around the net
it is currently a liability
make it an advantage
___
Science Statistics Medicine
MBA business
Sports Sports Military
___
make the depth lines
more of scoring line
strategic hits
do hits really help ?
i don't know
___
blocked shots
do it
avoid injuries
___
visors
yes
___
how do we make Power Play more Efficient
more scoring per power play possession
screening
formations
mis directions
trickery
faceoff
- do Not allow short handed goals
___
all 5 skaters playing defense
surround the goalie
___
all 5 skaters playing offense
___
empty net
6 skaters
___
Penalty Kill
convert to offensive opportunity
2 defensemen
2 forwards they need to be fast
___
you know PP power play
is compartmentalized
and treated as a separate session
well do that will all offensive zone possessions
___
on defense
the number one objective is _ No goals
- No shots
- Get the puck out of the defensive zone
at all costs
that has to be the objective
___
question
can be eliminated defensive zone time
zero percent defensive zone
100% offensive zone
do Not accept time in the defensive zone
___
defensive zone = danger zone
___
for data analysis and hockey analysis
treat every Offensive Zone Possession
like a Power Play session
and analyze it like a power play session
this compartmentalizes the fluid dynamic game into
manageable moment in time
___
treat Shots
like Goals for analysis purposes
shots
passes
track the puck
passes
moving
___
new skills
___
crazy thinking
___
crazy thinking
go in layers
prioritize
MBA MD fourth quarter
___
ask crazy questions
___
face off
___
this is an intermediate step
you gotta start somewhere
___
this is general manager
assistant coach level stuff
___
MBA
the events leading up to
offensive zone possession
session
offensive zone ENTRY
is milestone event
meaningful
bottom-up
top-down
it's a balance
meaningful
manageable
Not silly
possession is different
than Offensive Zone
possession is different
than Offensive Zone
this is an important point
it's a different axis
you watch video
and literally track every movement
this will be good to
i'm just saying
as a good first step
focus on the
Offensive Zone Possession Sessions
Offensive Zone Possession Sessions
shots
goals
no shots
no goals
your player
has possession of the puck
in defensive / neutral zone
your guy personally carries the puck in
dribbling
your guy passes
and another one of your guys receives the pass
like basketball and football
if your team loses it
but recovers it
while still in the offensive zone
keep the clock going
split the Offensive Zone
into high percentage zone
and low percentage zone
this is chemical engineering
different boundaries
different system lines
icing infractions
let's imagine
baseball
the only way to score is HR
no single, double, or triple
also no walks
then that's hockey
Runs = on base percentage + power + baserunning
no base running
no walks
Runs = Batting Average + HR power
this is the situation in hockey
there is No partial credit
Hockey
Goals = Shots x Shooting Percentage
Shots = you are swing the bat
shooting Percentage = power effectiveness
quarterly job performance evaluations
the question is
what items do you put
let's say you put team Corsi +/-
or team goals
then the player employee
says ok
what specifically want me to do
how do i do that
the boss is stuck
that is how you know
that you are looking at the wrong stats
Corsi and Fenwick
is doing the best with what you have
this is a Statistics view
Stats guys receive data
Scientists also COLLECT the Data
it's time to collect the data
offensive Forward
defensive Forward
both hybrid
offensive Defenseman
defensive Defenseman
both hybrid
top line
depth line
vs the other team
vs the other team defense
vs the other team offense
offensive zone
face off circle
blue line
red line
blue line
what do you define as the offensive zone
it's like half court offense in basketball
___
it's like BaseRunning and Fielding
Stat guys ignore it
because it was hard to measure
Stat guys pretend that it does Not exist
that it's not important
then they think they know everything
i say
look at everything
and emphasize what you do Not know
and Never forget what you do Not know
Hubris
Humilty
you can never know everything
always be afraid
that you missed something
funny
http://deadspin.com/what-i-learned-from-a-year-of-watching-sportscenter-5979510
m
http://blog.war-on-ice.com/annotated-glossary/
http://war-on-ice.com/goalietable.html
http://www.cc.gatech.edu/~stasko/papers/infovis12-hockey.pdf
you know nothing - work harder
http://www.greaterthanplusminus.com/2014/04/nhl-heat-map.html
m
http://espn.go.com/blog/sec/post/_/id/114567/strongestweakest-positions-for-sec-contenders-alabama
http://espn.go.com/college-football/story/_/id/14763426/nfl-agent-don-yee-says-ncaa-fixed-only-players
http://espn.go.com/college-football/statistics/team/_/stat/total/position/defense/sort/totalPointsPerGame/year/2015
http://www.nfl.com/news/story/0ap3000000635558/article/most-fascinating-pro-comps-for-prospects-in-2016-nfl-draft
http://www.nfl.com/news/story/0ap3000000635418/article/mike-mayocks-2016-nfl-draft-position-rankings
http://www.nfl.com/draft/2016/mock-drafts
___
FANGRAPHS
Offensive Runs Above Average = OFF
http://www.fangraphs.com/library/offense/off/
Off = Batting Runs Above Average + Base Running Runs Above Average
2nd HALF 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=10&type=8&season=2015&month=31&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=19,d
___
FANGRAPHS
WAR
http://www.fangraphs.com/library/war/war-position-players/
2nd HALF 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=10&type=8&season=2015&month=31&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=21,d
___
2nd HALF 2015
wRC+
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=10&type=8&season=2015&month=31&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=17,d
___
http://espn.go.com/mlb/player/_/id/32129/francisco-lindor
https://www.google.com/search?client=opera&q=espn+mlb++eaton&sourceid=opera&ie=UTF-8&oe=UTF-8#q=espn+mlb++
___
Mikie Mahtook
Jackie Bradley Jr.
Jarrett Parker
___
FULL SEASON 2015
Age 18 - 22
Age 22
wRC+
http://www.fangraphs.com/library/offense/wrc/
wRC+
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=18,22&filter=&players=0&sort=17,d&page=1_50
^ This is a great list
Age 18 - 22
OFF
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=18,22&filter=&players=0&sort=19,d&page=1_50
domingo-santana
http://espn.go.com/mlb/player/stats/_/id/31931/domingo-santana
http://www.allvoices.com
___
Age 23
wRC+
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=23,23&filter=&players=0&sort=17,d&page=1_50
OFF
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=23,23&filter=&players=0&sort=19,d
___
Age 24
wRC+
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=24,24&filter=&players=0&sort=17,d&page=1_50
OFF
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=24,24&filter=&players=0&sort=19,d
___
Age 25
wRC+
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=25,25&filter=&players=0&sort=17,d&page=1_50
OFF
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=25,25&filter=&players=0&sort=19,d
___
Age 26
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=25,25&filter=&players=0&sort=17,d&page=1_50
___
Age 27
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=27,27&filter=&players=0&sort=17,d&page=1_50
___
Age 28
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=28,28&filter=&players=0&sort=17,d&page=1_50
___
Age 29
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=20&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=29,29&filter=&players=0&sort=17,d&page=1_50
___
Tampa Bay Rays
2nd Half wRC+ 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=10&type=8&season=2015&month=31&season1=2015&ind=0&team=12&rost=0&age=0&filter=&players=0&sort=16,d
http://www.rosterresource.com/mlb-tampa-bay-rays/
___
2015 2nd HALF Pitchers
K/9
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=8&season=2015&month=31&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=9,d&page=1_50
K/9
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=8&season=2015&month=31&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=9,d&page=2_50
___
2015 2nd HALF Pitchers
HR
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=8&season=2015&month=31&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=11,a&page=1_50
HR
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=8&season=2015&month=31&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=11,a&page=2_50
WORST HR
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=8&season=2015&month=31&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=11,d&page=1_50
___
2015 2nd HALF Pitchers
GB
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=8&season=2015&month=31&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=14,d&page=1_50
___
mmmmmmmmmmmmmmm
mmmmmmmmmmmmmm
02-17-2016 College Basketball
___
Underdog Upset Wins 02-17-2016 College Basketball
PENN STATE +385GEORGIA TECH +250DUKE +285ALABAMA +305
- No moneyline for Auburn
___
Over 6
___
___
PuckLine
___
___
Football
2 point conversion
go for it on 4th down
trick plays
___
No more PDFs
Focus on real world results
___
KJV audio
NHL video
___
first waking hour - creative time
___
Baseball
Fielding
Zones
http://www.baseballprospectus.com/news/images/9999_04.jpg
http://www.baseballprospectus.com/article.php?articleid=9999
http://www.baseballprospectus.com/news/images/9999_05.jpg
http://daigofujiwara.com/folio/img/2010/UZR_zoom_lg.jpg
___
NHL hockey
you could use the NBA grid
but maybe for Hockey - we do Not need that much resolution
divide the Offensive Zone
into meaningful Sub-Zone
the ice has many meaningful Landmarks
and the higher resolution may Not be necessary
this is an important concept / simplification
meaningful ice zone
left right center
based on landmarks
based on danger
3 levels of danger
___
Danger Zone
Landmark Zones Hockey
hockey danger zones
http://www.hockeyprospectus.com/burtch-examining-scoring-chance-data/
http://war-on-ice.com/zones-three.png
http://www.nucksmisconduct.com/2014/9/8/6116711/the-curious-case-of-ryan-miller
http://www.isthisyourhomework.com/beat-every-goalie-and-have-airtight-defense/
http://section328.com/2015/11/02/what-the-hell-is-hd-sv-and-should-i-wait-for-ultra-hd-4k-a-simple-guide-for-caniacs-made-by-a-simpleton-part-3-of-value/
http://www.rotoworld.com/articles/nhl/58266/483/high-danger-scoring-chances
http://cartilagefreecaptain.sbnation.com/2014/2/12/5404348/english-premier-league-shot-statistics
http://www.blueshirtbanter.com/analytics/2014/12/14/7391391/rangers-by-the-numbers-analytics-game-28-preview-rangers-oilers
http://www.blueshirtbanter.com/analytics/2014/12/14/7391391/rangers-by-the-numbers-analytics-game-28-preview-rangers-oilers
m
___
NHL
GOALS
Detailed Analysis of Every Goal
give me the name of all the players on the ice
for both teams
period game clock
retro analysis
start with the goal scoring event
and go backwards retro
step by step sequence
keep going backwards
until you get to the beginning of the sequence
track the puck
track every event
track every player
___
google nhl slot
https://www.nhl.com/news/goaltender-matchup-inside-quick-vs-lundqvist/c-721636
http://hubpages.com/sports/Basic-Rules-NHL-Hockey-Visual-Guide
http://espn.go.com/blog/nhl/print?id=33685
http://nhlguides.net/goalie/
http://blackhawks.icehockeysystems.com/age-level/midgets?tid=923
http://hfboards.hockeysfuture.com/showthread.php?t=1380127&page=33
you can use these landmarks to give relatively good x,y coordinate
http://www.sportsnet.ca/hockey/nhl/where-do-the-nhls-best-snipers-shoot-from/
http://www.sportsnet.ca/hockey/nhl/why-the-tampa-bay-lightning-have-struggled-to-score-this-season/
http://www.secondcityhockey.com/2011/12/8/2621193/shot-quality-and-goal-trends
___
SportsNet.Ca NHL best snipers
http://www.sportsnet.ca/hockey/nhl/where-do-the-nhls-best-snipers-shoot-from/
NHL.com Goaltender matchup: Quick vs. Lundqvist
https://www.nhl.com/news/goaltender-matchup-inside-quick-vs-lundqvist/c-721636
___
NHL
GOALS
Detailed Analysis of Every Goal
give me the name of all the players on the ice
for both teams
period game clock
retro analysis
start with the goal scoring event
and go backwards retro
step by step sequence
keep going backwards
until you get to the beginning of the sequence
track the puck
track every event
track every player
note the danger zones
note the landmark zone
___
once you have
done a good job with Goals
+ the next step is
do ALL Shots
Missed - no contact
Miss + contact with iron
begin with Shot
(1) go backwards to beginning of sequence
possession in the defensive zone
entry into offensive zone
previous shot
previous faceof
when in doubt, just keep going backwards, more is better
(2) go forwards
go past the shot attempt
to the events after the shot attempt
rebound
another shot
faceoff
loss of possession
when in doubt just keep recording sequences
until it becomes obvious that you are done
___
Shot is more work
30 x 2 per game
60 per game
___
do all your teams games
all the opposing teams that you play
your division
your conference
the whole NHL
___
Goals
is a great starting place
___
Plan A Vegas
Plan B Vegas
# 1
Winning Bets
Making sports betting profits
Vegas
#2
DraftKings
#3
other businesses
Sports Analytics consulting
___
No more PDF for now
focus on Blog for yourself
collect great links
highlight great links
___
Video Analysis
watch the games
but jump to the Goals scored
NHL extended recap highlight
Goals scored highlight video clips
___
you gotta elevate the puck
i like shooters that can elevate the puck
upper outer quadrant
upper and outer
up and outer
upper and outer corners
to me that is the sweet spot
___
http://sportlogiq.com
___
http://sportlogiq.com
SportLogIq.com
looks great
why re-invent the wheel
that ends that line of business exploration
perhaps
my thing will be bringing it all together
using the technology
process, simplify, apply
___
i am a User / Applier / Practitioner
for technology
___
m
___
___
OUTLIERS
in PRO sports
many stats are in the middle
there are a few outliers
so Rank is can be misleading
you need to look at the real number
compare to the average
the middle group
and look at the Outlier
outside of the outliers
the middle is about the same
parity
http://espn.go.com/nhl/statistics/team/_/stat/special-teams/sort/powerPlayGoalsAgainst/year/2016/seasontype/2
Power Play Goals Allowed = Penalty Kill PK% percentage x Penalties committed
keep track of Power Play OPPORTUNITIES
do Not fight
do Not commit penalties
discipline
technique
Power Play Opportunities Allowed = Penalties Committed = PP G A / ( 100 - PK% )
you need to look at
PP opportunities allowed
penalty kill
PP goals allowed
you can control PP opportunities
and penalty kill
the objective should be to decrease PP goals allowed
___
DraftKings
Goal = +3 PTS
Assist = +2 PTS
Shot on Goal = +0.5 PTS
Blocked Shot = +0.5 PTS
SOG has more value
than BS
because SOG is a leading indicator for Goals
using ESPN stats
January 31, 2016 all star game
used Feb
then in March
start using post all star game split
you may Not need to keep track of salary
my system gives you cheaper players
ESPN
Goal = +3 PTS
Assist = +2 PTS
Shot on Goal = +0.5 PTS
Blocked Shot = +0.5 PTS
Feb / post all star
step 2
go to Draft Kings website
check price and position
and last 5 games performance
C vs W is jumbled
D is easily separated
D are skaters for Fantasy
D and W/C are scored same
simplify the process
you need to eliminate teams that are Not playing
Defense / Goalies is a big deal
if the opposing Goalie shuts you out
___
http://espn.go.com/nba/statistics/team/_/stat/team-comparison-per-game/sort/avgPointsOpponent
NBA defense is almost a Non factor
No defense in NBA
check outliers
No rate
absolute numbers
___
02-19-2016
m
Toronto Feb 19 Injuries
m
02-20-216
Defensemen
Goals
ESPN
m
http://www.sportstats.com/hockey/russia/khl/standings/
http://basketball.realgm.com/international/league/2/Eurocup/team/33/Herbalife-Gran-Canaria
http://www2.dailyfaceoff.com/starting-goalies/
https://www.sportsinsights.com/nhl/injuries/
SPLITS
Month
Post All Star
Position
http://espn.go.com/nhl/statistics/player/_/stat/points/year/2016/seasontype/2
http://espn.go.com/nhl/statistics/team/_/stat/scoring/year/2016/seasontype/2
m
_____________________
NBA
Point = +1 PT
Made 3pt. shot = +0.5 PTs
Rebound = +1.25 PTs
Assist = +1.5 PTs
Steal = +2 PTs
Block = +2 PTs
Hidden Value
Hidden Stats
Rebounds
Assists
Steals
Blocks
BONUS
Three Point
Double-Double = +1.5PTs
Triple-Double = +3PTs
(MAX 1 PER PLAYER: Points, Rebounds, Assists, Blocks, Steals)
___
I like Rebounds
Rebounds can be a consistent game to game stat
People tend to Not look at Rebounds
___
Question
reproducible
consistent production game to game
can it make a big impact on the total player fantasy score
Rebounds meet these criteria
a player can get a lot of rebounds
on a consistent basis
___
blocks and steals
the numbers are relatively small
___
assists decent hidden stat
___
use hidden stats to get hidden value
to find sleepers
___
? leading indicator
___
SPLITS
MONTH
FEBRUARY
Recency Bias vs Seasonal Bias
Players get better. Teams get better.
Players get worse. Teams get worse.
use Recency Bias to your advantage
___
Rebound Differential
http://espn.go.com/nba/statistics/team/_/stat/rebounds-per-game/sort/avgReboundsDifference
___
Draft Kings
it's just math
_____________________
m
_____________________
MiT Black Jack Team 21
Good Shoe
Edge
Advantage
SPORTS
Favorable Factors
Home Court
Road Discount
Home Field
Home Ice
What is the magnitude of the Home Advantage
Don't assume there is a home advantage
some teams do better on the road
sometimes home is distraction disadvantage
last season 2014-2015
good road records
NY Rangers 28 road wins
Road win percentage 68
Home win percentage 61
Better win percentage on the road
Splits
_______
Home
Underdogs +Points
Plus Points
Vegas
Injuries
Injuries
Injuries
Time Lag
Vegas has to commit early.
Injuries and change
that occur after the line opens.
Time Lag.
___
Vegas
ride along with Vegas
https://www.sportsinsights.com/betting-trends/college-football-betting-trends/
sportsinsights.com
bet against the general public
bet against the public
contrarian
especially big money games
pot odds
what is the size of the pot
how much money is Vegas risking
pot size
_______
get good at
even money
underdogs
long shots
_______
1.
Vegas
Win bets
ROI return on investment
Risk vs Reward
Pay out vs Probabiliy
Underdogs +150
greater than plus +100 payout
EV even money or better
2.
maybe draft kings
mathematically harder to win draft kings
it's like a parlay
___
Soccer
3
win
lose
draw
in regulation
+1/2 is significant
+1 is big
+one goal is big
it is so hard to score in soccer
focus on plus points
home
standings
recent wins and losses
quality of wins and losses
___
European Hockey
focus on plus points
home
standings
recent wins and losses
quality of wins and losses
like Soccer
___
consider the Volatility
of the sport
every sport has a intrinsic stability / volatility
Basketball is volatility
___
in general
if there is a Vegas fix
it will favor the Underdogs
Underdog Covers, but does Not win
New England Patriots Win
But do Not cover -7.5
is an ideal situation
But depends on the money in the pot
Super Bowl
if there is a lot of money on Carolina Panthers Moneyline
But Little money on Denver,
then Vegas wants Denver to Win and Cover
it's all about pot size
"Experts" were telling people to bet MoneyLine on Carolina Panthers
Jeff Ma told people Carolina Panthers MoneyLine had good value
m
http://www.macxdvd.com/mac-dvd-video-converter-how-to/mac-the-ripper.htm
www.macxdvd.com/mac-dvd-ripper-pro/
http://cs.stanford.edu/people/eroberts/cs181/projects/1999-00/dmca-2k/macrovision.html
http://www.infocellar.com/DVD/macrovision.htm
http://www.geek.com/news/macrovision-hails-new-dvd-copy-protection-558353/
http://forums.afterdawn.com/threads/de-macrovision.607365/
http://comm.unc.edu/files/2011/10/macripper.pdf
___
___
Question
Can you do big money
considering probability
considering quantum reality
considering
the intrinsic stability and predictability of the sport
the intrinsic stability and predictability of the system
consider extrinsic factors
outside factors
consider Vegas Fix
it's real
especially in the NBA
___
NBA
Atlanta at Miami 2015
Miami at Atlanta 2016
NBA is soo Dirty
___
Basketball
intrinsic Volatile
___
one advantage is
check injuries 30 minutes before the game
check for players "resting"
02-28-2016
LeBron "rests"
But remember Miami/Atlanta
the team missing all the starters
magically wins
___
Basketball
Underdogs +Points
given enough points
Underdog can cover
what if the Lakers were +99 points
that is virtually a 100%
___
NHL #1
MLB
___
College Football
___
Tennis
with "point spreads"
___
NFL is disgusting
___
NBA
- No bet
- do Not pay attention
- be very Selective
- stay small
___
even with Injuries
NBA still is so dirty
Miami / Atlanta x2
___
in general
NO
- NBA
- NFL
___
College Basketball is Wild
and Volatile
dealing with Kids
streaky
Home Court is strong
___
College Basketball
First Round of March Madness
bet Underdogs across the board
maybe moneyline
First Round only
i think this is the only good play in College Basketball
___
Basketball
intrinsic nature of the sport
Not predictable
There is Not enough defense to stabilize
___
Defense is a stabilizing factor
___
Soccer
I don't know
one thing is Soccer is
Goals are Hard to get
Goals are premium
Goals are like getting two touchdowns
Soccer
also underdog teams play for TIE
looking at Underdogs with +1 goal
is a way to take advantage of this
foreign names are a problem
___
international basketball
home underdog
___
in general
when a game is fixed
the fix favors the underdog
___
Basically
Focus on
NHL hockey
MLB baseball
these two sports have the best math properties
___
all others
either ignore
or focus on underdogs
be selective
keep it small
more of mental exercise
___
first order
big picture
___
the Holy Grail
it should be E.Z.
EASY
Chicago Blackhawks 2013
75 percent win percentage
one trick pony
first order
big picture
slice through
it should be Easy
God's Gift
Quantum
beyond time
never 100%
___
NHL
3rd Period 2+
THIRD
cost -130
so you need a 57 percentage to break even
what about the State of the game
the end of the game is a boundary condition
there are motivational factors
Winning the game
Empty Net is also in play
___
2nd period
is dependent on the state of the game
it's the middle of the game
what is the motivation ?
- No boundary conditions
also the cost is -130
it is difficult to predict
cost
lower payout
50/50 set point
wide variability
this makes 2nd period Not worth analysis
___
1st period
does Not depend on state of the game
because the beginning of the game is 0-0
bound
___
https://www.pickmonitor.com/t/baseball-moneyline-breakeven-chart
L
___
NBA
NFL
Vegas have sharper lines
the risk of Vegas Fix
is more likely with very Big pots
i guess there is a risk of
someone throwing a fight
tennis
fighting
___
in general
NHL hockey is Not a sport that Vegas thinks about
small fan base
even smaller bettors
___
Listen
Look for God's Gift
You need to WORK though
You need to look
Let it come to you
Don't force it
PTL
GG
___
i wish i could predict
first score
three pointer
free throw
NBA
___
NHL
1st Period
50/50
+100
0/0 start
Starters
it can be done
___
2nd
- Math is unstable
___
3rd
Boundary
Finish line
Winning
Empty Net
___
State of the Game
Boundary conditions
0,0
First period starts 0,0
Fresh Players
+100 payout
Third period ends W/L
Empty Net
consistently above 50 percent
look at set point
median
variability
Second Period is indeterminate
Constraints on the system
-100 cost
___
02-28-2016
NHL season totals
New Jersey 4.5
League average 5.3
Top team 6
Vegas divides by 3
and there is adjustment to payout
options for Vegas
1 = 3
1.5 = 4.5
2 = 6
because the small number of the total
because they divide by 3 periods
because the real score is an integer
Vegas can only do 1/2 points
Quantum
Quanta
Discrete Math
ContinuouS
this creates the problem
Vgs
either have the strike point at 2
and/or adjust the payout
for the third period
the first period has +100 payouts
why is this
but it creates a black jack situation
heisenberg uncertainty principle
go across the board
m
in this circumstance
under is gravity newtonian
over is quantum
probabilistic
m
1.5 x 3 = 4.5
therefore, this favors Over bets
there is a flaw in the Math
you say this before
1.5 = 4.5
it's a discrepancy error
also through research you can make Parlays work for you
informed Lottery with Edge
i still like first period Overs
because the +100 payout
Third Period
+Empty Net
mmmmmm
Empty Net
Over 5
Over 6
PuckLine -1.5
Over 1.5 third period
bonus goals
Parlays
do it
Parlays
do it
it's Not completely random
there is a flaw in Vegas logic about Parlays
if you have a very intelligent picker doing the Parlay
the Parlay becomes reasonably probable
Slot Machine criss cross lines
MiT Black Jack 21
Edge
Advantage
50/50 with 3/2 black jack 1.5 payout
60/40 with Even money payout
i think i may be better than Jeff Ma
Applied Math and Science
Real world applications
NBA
Over 25 points
scored by one team
in the first period
this is an error
team total divided by 4
but NBA teams tend to burst in the first quarter
exotic
fringe
deep sea fishing
Over / Under
Half
Quarter
Period
Team A
Team B
kicker McManus over
if you dig deep
you find Vegas Errors
First Order Star Wars
Math Errors
False Assumptions
https://www.boydsbets.com/money-line-conversion-chart/
https://www.boydsbets.com/money-line-conversion-chart/
Sports Forecasting: A Comparison of the Forecast Accuracy .
http://www.ecm.bwl.uni-muenchen.de/publikationen/pdf/sports_forec.pdf
https://www.google.com/search?client=opera&q=sports+forecasting&sourceid=opera&ie=UTF-8&oe=UTF-8
UNDERDOG
start with underdogs
look for reasons to like the underdogs
do the research
in the end
it's
intuition
quantum
___
step one
Underdogs +200
___
step two
50/50
40
45
does the underdog
+200 needs 33% win percentage
+150 3/2 blackjack 40 %
Road Discount
is excessive
NHL
some teams do better on the road
therefore the vegas road discount is
___
what is the game
what are the rules
define the system
make the rules
make into a binary 1/0
yes/no porblem
___
___
___
college basketball
Underdogs +10
question
can the underdog cover
yes/no
___
___
___
in general
Vegas Over-prices Favorites
therefore the odds and payout are for the Underdog
___
___
___
https://www.boydsbets.com/money-line-conversion-chart/
___
___
___
soccer
+1.5 goals
it is hard to score in soccer
and the underdog plays for Draw
also 1.5 suggests a huge favorite
+1.5 goals underdog
look at payout
reject bad payout
___
___
___
Yale
Presumptions
Assumption
Speculation
Speculative
Skeptical
Bias
Prejudice
The writers of Old Testament were
myth
liars
exaggerate
literature
fable
fiction
Yale
talks as if
she knows the mind of the writer
amazing
unfounded
she cannot back up what she says
laughable
the writer did this
the writer did that
the writer wanted to
academic bias
it is easier to be skeptical
it is easier to have the null hypothesis
ego
want to look smart
it's similar to be the Atheist position
Apathy is one thing
Agnostic is one thing
Atheism can you prove it
minor party
do you have a better answer
another problem
Yale takes the Hebrew Masoretic as the primary source
Greek Septuagint LXX is actually the better witness of ancient Hebrew OT
remember
Hellenization
70 AD
March Madness
College Basketball
http://espn.go.com/mens-college-basketball/story/_/id/14964029/first-look-all-68-march-madness-teams-2016-ncaa-tournament
Vegas Insider http://www.vegasinsider.com/college-basketball/odds/las-vegas/
_____________________
March Madness
College Basketball
http://espn.go.com/mens-college-basketball/story/_/id/14964029/first-look-all-68-march-madness-teams-2016-ncaa-tournament
Vegas Insider
http://www.vegasinsider.com/college-basketball/odds/las-vegas/
Injuries
http://www.donbest.com/ncaab/injuries/
Bracket
http://espn.go.com/mens-college-basketball/tournament/bracket
Bracket Gif
http://espn.go.com/i/ncaa/basketball/ncaatourney16/ncaam_bracket_blank.gif
Bracket
http://espn.go.com/mens-college-basketball/tournament/bracket
NCAA tournament field
http://espn.go.com/mens-college-basketball/story/_/id/14964029/first-look-all-68-march-madness-teams-2016-ncaa-tournament
Bracket
http://espn.go.com/i/ncaa/basketball/ncaatourney16/ncaam_bracket_blank.pdf
2016 NCAA tournament coverage
http://espn.go.com/mens-college-basketball/story/_/page/ncaatournament/2016-ncaa-tournament-news-march-madness
___
Fairleigh Dickinson Knights +6.5
http://espn.go.com/mens-college-basketball/team/bpi?id=161&year=2016
Florida Gulf Coast Eagles
http://espn.go.com/mens-college-basketball/team/bpi?id=526&year=2016
___
02-17-2016 College Basketball
PARLAY (13 TEAMS)( Risking: 1.00 - To Win: 4,692.81 ) | LOSE |
02/17/2016 03:40 PM | CBB | [704] PENN STATE +9-115Score: IOWA(75) - PENN STATE(79) | WIN |
02/17/2016 04:00 PM | CBB | [705] SYRACUSE +9-105Score: SYRACUSE(58) - LOUISVILLE(72) | L |
02/17/2016 04:10 PM | CBB | [707] PROVIDENCE +8.5 -110Score: PROVIDENCE(74) - XAVIER(85) | L |
02/17/2016 04:10 PM | CBB | [710] TEMPLE +10-110Score: VILLANOVA(83) - TEMPLE(67) | L |
02/17/2016 04:10 PM | CBB | [711] BOSTON COLLEGE +16-110Score: BOSTON COLLEGE(54) - CLEMSON(65) | WIN |
02/17/2016 04:10 PM | CBB | [721] AUBURN +15.5 -110Score: AUBURN(90) - ARKANSAS(86) | WIN |
02/17/2016 05:45 PM | CBB | [733] NEBRASKA +12-105Score: NEBRASKA(64) - INDIANA U(80) | L |
02/17/2016 06:00 PM | CBB | [737] VIRGINIA TECH +15-115Score: VIRGINIA TECH(49) - MIAMI FLORIDA(65) | L |
02/17/2016 06:00 PM | CBB | [741] GEORGIA TECH +7-105Score: GEORGIA TECH(86) - FLORIDA STATE(80) | WIN |
02/17/2016 06:00 PM | CBB | [743] DUKE +7.5 -105Score: DUKE(74) - NORTH CAROLINA(73) | WIN |
02/17/2016 06:00 PM | CBB | [749] ALABAMA +8-110Score: ALABAMA(76) - LSU(69) | WIN |
02/17/2016 06:00 PM | CBB | [751] ARIZONA STATE +12.5 -110Score: ARIZONA STATE(61) - ARIZONA(99) | L |
02/17/2016 08:00 PM | CBB | [763] COLORADO +8-110Score: COLORADO(72) - USC(79) | WIN |
___
Underdog Upset Wins 02-17-2016 College Basketball
PENN STATE +385GEORGIA TECH +250DUKE +285ALABAMA +305
- No moneyline for Auburn
___
Over 6
WIN |
02/17/2016 05:05 PM | NHL |
WIN |
02/17/2016 07:05 PM | NHL |
___
LOSE |
02/17/2016 05:15 PM | NHL | [51] TOTAL o5.5 +110 (MONTREAL vrs COLORADO)Score: MONTREAL(2) - COLORADO(3) | LOSE |
___
PuckLine
WIN |
02/17/2016 05:05 PM | NHL |
WIN |
02/17/2016 07:15 PM | NHL | [55] MINNESOTA -1.5 +220Score: MINNESOTA(5) - CALGARY(3) | WIN |
LOSE |
02/17/2016 05:15 PM | NHL | [52] COLORADO -1.5 +225Score: MONTREAL(2) - COLORADO(3) | LOSE |
___
___
Football
2 point conversion
go for it on 4th down
trick plays
___
No more PDFs
Focus on real world results
___
KJV audio
NHL video
___
first waking hour - creative time
___
Baseball
Fielding
Zones
http://www.baseballprospectus.com/news/images/9999_04.jpg
http://www.baseballprospectus.com/article.php?articleid=9999
http://www.baseballprospectus.com/news/images/9999_05.jpg
http://daigofujiwara.com/folio/img/2010/UZR_zoom_lg.jpg
___
NHL hockey
you could use the NBA grid
but maybe for Hockey - we do Not need that much resolution
divide the Offensive Zone
into meaningful Sub-Zone
the ice has many meaningful Landmarks
and the higher resolution may Not be necessary
this is an important concept / simplification
meaningful ice zone
left right center
based on landmarks
based on danger
3 levels of danger
___
Danger Zone
Landmark Zones Hockey
hockey danger zones
http://www.hockeyprospectus.com/burtch-examining-scoring-chance-data/
http://war-on-ice.com/zones-three.png
http://www.nucksmisconduct.com/2014/9/8/6116711/the-curious-case-of-ryan-miller
http://www.isthisyourhomework.com/beat-every-goalie-and-have-airtight-defense/
http://section328.com/2015/11/02/what-the-hell-is-hd-sv-and-should-i-wait-for-ultra-hd-4k-a-simple-guide-for-caniacs-made-by-a-simpleton-part-3-of-value/
http://www.rotoworld.com/articles/nhl/58266/483/high-danger-scoring-chances
http://cartilagefreecaptain.sbnation.com/2014/2/12/5404348/english-premier-league-shot-statistics
http://www.blueshirtbanter.com/analytics/2014/12/14/7391391/rangers-by-the-numbers-analytics-game-28-preview-rangers-oilers
http://www.blueshirtbanter.com/analytics/2014/12/14/7391391/rangers-by-the-numbers-analytics-game-28-preview-rangers-oilers
m
___
NHL
GOALS
Detailed Analysis of Every Goal
give me the name of all the players on the ice
for both teams
period game clock
retro analysis
start with the goal scoring event
and go backwards retro
step by step sequence
keep going backwards
until you get to the beginning of the sequence
track the puck
track every event
track every player
___
google nhl slot
https://www.nhl.com/news/goaltender-matchup-inside-quick-vs-lundqvist/c-721636
http://hubpages.com/sports/Basic-Rules-NHL-Hockey-Visual-Guide
http://espn.go.com/blog/nhl/print?id=33685
http://nhlguides.net/goalie/
http://blackhawks.icehockeysystems.com/age-level/midgets?tid=923
http://hfboards.hockeysfuture.com/showthread.php?t=1380127&page=33
you can use these landmarks to give relatively good x,y coordinate
http://www.sportsnet.ca/hockey/nhl/where-do-the-nhls-best-snipers-shoot-from/
http://www.sportsnet.ca/hockey/nhl/why-the-tampa-bay-lightning-have-struggled-to-score-this-season/
http://www.secondcityhockey.com/2011/12/8/2621193/shot-quality-and-goal-trends
___
SportsNet.Ca NHL best snipers
http://www.sportsnet.ca/hockey/nhl/where-do-the-nhls-best-snipers-shoot-from/
NHL.com Goaltender matchup: Quick vs. Lundqvist
https://www.nhl.com/news/goaltender-matchup-inside-quick-vs-lundqvist/c-721636
___
NHL
GOALS
Detailed Analysis of Every Goal
give me the name of all the players on the ice
for both teams
period game clock
retro analysis
start with the goal scoring event
and go backwards retro
step by step sequence
keep going backwards
until you get to the beginning of the sequence
track the puck
track every event
track every player
note the danger zones
note the landmark zone
___
once you have
done a good job with Goals
+ the next step is
do ALL Shots
Missed - no contact
Miss + contact with iron
begin with Shot
(1) go backwards to beginning of sequence
possession in the defensive zone
entry into offensive zone
previous shot
previous faceof
when in doubt, just keep going backwards, more is better
(2) go forwards
go past the shot attempt
to the events after the shot attempt
rebound
another shot
faceoff
loss of possession
when in doubt just keep recording sequences
until it becomes obvious that you are done
___
Shot is more work
30 x 2 per game
60 per game
___
do all your teams games
all the opposing teams that you play
your division
your conference
the whole NHL
___
Goals
is a great starting place
___
Plan A Vegas
Plan B Vegas
# 1
Winning Bets
Making sports betting profits
Vegas
#2
DraftKings
#3
other businesses
Sports Analytics consulting
___
No more PDF for now
focus on Blog for yourself
collect great links
highlight great links
___
Video Analysis
watch the games
but jump to the Goals scored
NHL extended recap highlight
Goals scored highlight video clips
___
you gotta elevate the puck
i like shooters that can elevate the puck
upper outer quadrant
upper and outer
up and outer
upper and outer corners
to me that is the sweet spot
___
http://sportlogiq.com
___
http://sportlogiq.com
SportLogIq.com
looks great
why re-invent the wheel
that ends that line of business exploration
perhaps
my thing will be bringing it all together
using the technology
process, simplify, apply
___
i am a User / Applier / Practitioner
for technology
___
use the information for strategy
to improve Goals and Wins
___
i still like the
Goal HUMAN analysis
___
use
SportLogIq.com
use all other available stat information
then put it all together
m
___
___
OUTLIERS
in PRO sports
many stats are in the middle
there are a few outliers
so Rank is can be misleading
you need to look at the real number
compare to the average
the middle group
and look at the Outlier
outside of the outliers
the middle is about the same
parity
http://espn.go.com/nhl/statistics/team/_/stat/special-teams/sort/powerPlayGoalsAgainst/year/2016/seasontype/2
Power Play Goals Allowed = Penalty Kill PK% percentage x Penalties committed
keep track of Power Play OPPORTUNITIES
do Not fight
do Not commit penalties
discipline
technique
Power Play Opportunities Allowed = Penalties Committed = PP G A / ( 100 - PK% )
you need to look at
PP opportunities allowed
penalty kill
PP goals allowed
you can control PP opportunities
and penalty kill
the objective should be to decrease PP goals allowed
___
DraftKings
Goal = +3 PTS
Assist = +2 PTS
Shot on Goal = +0.5 PTS
Blocked Shot = +0.5 PTS
SOG has more value
than BS
because SOG is a leading indicator for Goals
using ESPN stats
January 31, 2016 all star game
used Feb
then in March
start using post all star game split
you may Not need to keep track of salary
my system gives you cheaper players
ESPN
Goal = +3 PTS
Assist = +2 PTS
Shot on Goal = +0.5 PTS
Blocked Shot = +0.5 PTS
Feb / post all star
step 2
go to Draft Kings website
check price and position
and last 5 games performance
C vs W is jumbled
D is easily separated
D are skaters for Fantasy
D and W/C are scored same
simplify the process
you need to eliminate teams that are Not playing
Defense / Goalies is a big deal
if the opposing Goalie shuts you out
___
http://espn.go.com/nba/statistics/team/_/stat/team-comparison-per-game/sort/avgPointsOpponent
NBA defense is almost a Non factor
No defense in NBA
check outliers
No rate
absolute numbers
___
02-19-2016
m
Toronto Feb 19 Injuries
m
02-20-216
Defensemen
Goals
ESPN
m
http://www.sportstats.com/hockey/russia/khl/standings/
http://basketball.realgm.com/international/league/2/Eurocup/team/33/Herbalife-Gran-Canaria
http://www2.dailyfaceoff.com/starting-goalies/
https://www.sportsinsights.com/nhl/injuries/
SPLITS
Month
Post All Star
Position
http://espn.go.com/nhl/statistics/player/_/stat/points/year/2016/seasontype/2
http://espn.go.com/nhl/statistics/team/_/stat/scoring/year/2016/seasontype/2
m
_____________________
NBA
Point = +1 PT
Made 3pt. shot = +0.5 PTs
Rebound = +1.25 PTs
Assist = +1.5 PTs
Steal = +2 PTs
Block = +2 PTs
Hidden Value
Hidden Stats
Rebounds
Assists
Steals
Blocks
BONUS
Three Point
Double-Double = +1.5PTs
Triple-Double = +3PTs
(MAX 1 PER PLAYER: Points, Rebounds, Assists, Blocks, Steals)
___
I like Rebounds
Rebounds can be a consistent game to game stat
People tend to Not look at Rebounds
___
Question
reproducible
consistent production game to game
can it make a big impact on the total player fantasy score
Rebounds meet these criteria
a player can get a lot of rebounds
on a consistent basis
___
blocks and steals
the numbers are relatively small
___
assists decent hidden stat
___
use hidden stats to get hidden value
to find sleepers
___
? leading indicator
___
SPLITS
MONTH
FEBRUARY
Recency Bias vs Seasonal Bias
Players get better. Teams get better.
Players get worse. Teams get worse.
use Recency Bias to your advantage
___
Rebound Differential
http://espn.go.com/nba/statistics/team/_/stat/rebounds-per-game/sort/avgReboundsDifference
___
Draft Kings
it's just math
_____________________
m
_____________________
MiT Black Jack Team 21
Good Shoe
Edge
Advantage
SPORTS
Favorable Factors
Home Court
Road Discount
Home Field
Home Ice
What is the magnitude of the Home Advantage
Don't assume there is a home advantage
some teams do better on the road
sometimes home is distraction disadvantage
last season 2014-2015
good road records
NY Rangers 28 road wins
Road win percentage 68
Home win percentage 61
Better win percentage on the road
Splits
_______
Home
Underdogs +Points
Plus Points
Vegas
Injuries
Injuries
Injuries
Time Lag
Vegas has to commit early.
Injuries and change
that occur after the line opens.
Time Lag.
___
Vegas
ride along with Vegas
https://www.sportsinsights.com/betting-trends/college-football-betting-trends/
sportsinsights.com
bet against the general public
bet against the public
contrarian
especially big money games
pot odds
what is the size of the pot
how much money is Vegas risking
pot size
_______
get good at
even money
underdogs
long shots
_______
1.
Vegas
Win bets
ROI return on investment
Risk vs Reward
Pay out vs Probabiliy
Underdogs +150
greater than plus +100 payout
EV even money or better
2.
maybe draft kings
mathematically harder to win draft kings
it's like a parlay
___
Soccer
3
win
lose
draw
in regulation
+1/2 is significant
+1 is big
+one goal is big
it is so hard to score in soccer
focus on plus points
home
standings
recent wins and losses
quality of wins and losses
___
European Hockey
focus on plus points
home
standings
recent wins and losses
quality of wins and losses
like Soccer
___
consider the Volatility
of the sport
every sport has a intrinsic stability / volatility
Basketball is volatility
___
in general
if there is a Vegas fix
it will favor the Underdogs
Underdog Covers, but does Not win
New England Patriots Win
But do Not cover -7.5
is an ideal situation
But depends on the money in the pot
Super Bowl
if there is a lot of money on Carolina Panthers Moneyline
But Little money on Denver,
then Vegas wants Denver to Win and Cover
it's all about pot size
"Experts" were telling people to bet MoneyLine on Carolina Panthers
Jeff Ma told people Carolina Panthers MoneyLine had good value
m
http://www.macxdvd.com/mac-dvd-video-converter-how-to/mac-the-ripper.htm
www.macxdvd.com/mac-dvd-ripper-pro/
http://cs.stanford.edu/people/eroberts/cs181/projects/1999-00/dmca-2k/macrovision.html
http://www.infocellar.com/DVD/macrovision.htm
http://www.geek.com/news/macrovision-hails-new-dvd-copy-protection-558353/
http://forums.afterdawn.com/threads/de-macrovision.607365/
http://comm.unc.edu/files/2011/10/macripper.pdf
M
http://www.sportingcharts.com/nhl/stats/team-wins-by-type-regulation-overtime-and-shootout/2015/
Team Wins By Type (Regulation, Overtime and Shootout)
L
become more Selective
* NHL hockey
* MLB baseball
others
College Football
Tennis
First Round of March Madness
Injuries have to be part of your Edge / Advantage
B
NBA - can you do big money bets ?
Can you do big money bets ?NBA - Nohttp://www.sportingcharts.com/nhl/stats/team-wins-by-type-regulation-overtime-and-shootout/2015/
Team Wins By Type (Regulation, Overtime and Shootout)
L
become more Selective
* NHL hockey
* MLB baseball
others
College Football
Tennis
First Round of March Madness
Injuries have to be part of your Edge / Advantage
B
NBA - can you do big money bets ?
___
___
Question
Can you do big money
considering probability
considering quantum reality
considering
the intrinsic stability and predictability of the sport
the intrinsic stability and predictability of the system
consider extrinsic factors
outside factors
consider Vegas Fix
it's real
especially in the NBA
___
NBA
Atlanta at Miami 2015
Miami at Atlanta 2016
NBA is soo Dirty
___
Basketball
intrinsic Volatile
___
one advantage is
check injuries 30 minutes before the game
check for players "resting"
02-28-2016
LeBron "rests"
But remember Miami/Atlanta
the team missing all the starters
magically wins
___
Basketball
Underdogs +Points
given enough points
Underdog can cover
what if the Lakers were +99 points
that is virtually a 100%
___
NHL #1
MLB
___
College Football
___
Tennis
with "point spreads"
___
NFL is disgusting
___
NBA
- No bet
- do Not pay attention
- be very Selective
- stay small
___
even with Injuries
NBA still is so dirty
Miami / Atlanta x2
___
in general
NO
- NBA
- NFL
___
College Basketball is Wild
and Volatile
dealing with Kids
streaky
Home Court is strong
___
College Basketball
First Round of March Madness
bet Underdogs across the board
maybe moneyline
First Round only
i think this is the only good play in College Basketball
___
Basketball
intrinsic nature of the sport
Not predictable
There is Not enough defense to stabilize
___
Defense is a stabilizing factor
___
Soccer
I don't know
one thing is Soccer is
Goals are Hard to get
Goals are premium
Goals are like getting two touchdowns
Soccer
also underdog teams play for TIE
looking at Underdogs with +1 goal
is a way to take advantage of this
foreign names are a problem
___
international basketball
home underdog
___
in general
when a game is fixed
the fix favors the underdog
___
Basically
Focus on
NHL hockey
MLB baseball
these two sports have the best math properties
___
all others
either ignore
or focus on underdogs
be selective
keep it small
more of mental exercise
___
first order
big picture
___
the Holy Grail
it should be E.Z.
EASY
Chicago Blackhawks 2013
75 percent win percentage
one trick pony
first order
big picture
slice through
it should be Easy
God's Gift
Quantum
beyond time
never 100%
___
NHL
3rd Period 2+
THIRD
cost -130
so you need a 57 percentage to break even
what about the State of the game
the end of the game is a boundary condition
there are motivational factors
Winning the game
Empty Net is also in play
___
2nd period
is dependent on the state of the game
it's the middle of the game
what is the motivation ?
- No boundary conditions
- No empty net
also the cost is -130
it is difficult to predict
cost
lower payout
50/50 set point
wide variability
this makes 2nd period Not worth analysis
___
1st period
does Not depend on state of the game
because the beginning of the game is 0-0
bound
___
https://www.pickmonitor.com/t/baseball-moneyline-breakeven-chart
-150 | 60.00% | ||
-140 | 58.33% | ||
-130 | 56.52% | ||
-120 | 54.55% | ||
-110 | 52.38% | ||
-105 | 51.22% | ||
-100 | 50.00% |
L
___
NBA
NFL
Vegas have sharper lines
the risk of Vegas Fix
is more likely with very Big pots
i guess there is a risk of
someone throwing a fight
tennis
fighting
___
in general
NHL hockey is Not a sport that Vegas thinks about
small fan base
even smaller bettors
___
Listen
Look for God's Gift
You need to WORK though
You need to look
Let it come to you
Don't force it
PTL
GG
___
i wish i could predict
first score
three pointer
free throw
NBA
___
NHL
1st Period
50/50
+100
0/0 start
Starters
it can be done
___
2nd
- Math is unstable
___
3rd
Boundary
Finish line
Winning
Empty Net
___
State of the Game
Boundary conditions
0,0
First period starts 0,0
Fresh Players
+100 payout
Third period ends W/L
Empty Net
consistently above 50 percent
look at set point
median
variability
Second Period is indeterminate
Constraints on the system
-100 cost
___
02-28-2016
NHL season totals
New Jersey 4.5
League average 5.3
Top team 6
Vegas divides by 3
and there is adjustment to payout
options for Vegas
1 = 3
1.5 = 4.5
2 = 6
because the small number of the total
because they divide by 3 periods
because the real score is an integer
Vegas can only do 1/2 points
Quantum
Quanta
Discrete Math
ContinuouS
this creates the problem
Vgs
either have the strike point at 2
and/or adjust the payout
for the third period
the first period has +100 payouts
why is this
but it creates a black jack situation
heisenberg uncertainty principle
go across the board
m
in this circumstance
under is gravity newtonian
over is quantum
probabilistic
m
1.5 x 3 = 4.5
therefore, this favors Over bets
there is a flaw in the Math
you say this before
1.5 = 4.5
it's a discrepancy error
also through research you can make Parlays work for you
informed Lottery with Edge
i still like first period Overs
because the +100 payout
Third Period
+Empty Net
mmmmmm
Empty Net
Over 5
Over 6
PuckLine -1.5
Over 1.5 third period
bonus goals
Parlays
do it
Parlays
do it
it's Not completely random
there is a flaw in Vegas logic about Parlays
if you have a very intelligent picker doing the Parlay
the Parlay becomes reasonably probable
Slot Machine criss cross lines
MiT Black Jack 21
Edge
Advantage
50/50 with 3/2 black jack 1.5 payout
60/40 with Even money payout
i think i may be better than Jeff Ma
Applied Math and Science
Real world applications
NBA
Over 25 points
scored by one team
in the first period
this is an error
team total divided by 4
but NBA teams tend to burst in the first quarter
exotic
fringe
deep sea fishing
Over / Under
Half
Quarter
Period
Team A
Team B
kicker McManus over
if you dig deep
you find Vegas Errors
First Order Star Wars
Math Errors
False Assumptions
https://www.boydsbets.com/money-line-conversion-chart/
Moneyline Conversion Chart
Favorites
|
Underdogs
| ||
Money Line
|
Win %
|
Money Line
|
Win %
|
-400
|
80.00%
|
+400
|
20.00%
|
-395
|
79.80%
|
+395
|
20.20%
|
-390
|
79.60%
|
+390
|
20.40%
|
-385
|
79.40%
|
+385
|
20.60%
|
-380
|
79.20%
|
+380
|
20.80%
|
-375
|
78.90%
|
+375
|
21.10%
|
-370
|
78.70%
|
+370
|
21.30%
|
-365
|
78.50%
|
+365
|
21.50%
|
-360
|
78.30%
|
+360
|
21.70%
|
-355
|
78.00%
|
+355
|
22.00%
|
-350
|
77.80%
|
+350
|
22.20%
|
-345
|
77.50%
|
+345
|
22.50%
|
-340
|
77.30%
|
+340
|
22.70%
|
-335
|
77.00%
|
+335
|
23.00%
|
-330
|
76.70%
|
+330
|
23.30%
|
-325
|
76.50%
|
+325
|
23.50%
|
-320
|
76.20%
|
+320
|
23.80%
|
-315
|
75.90%
|
+315
|
24.10%
|
-310
|
75.60%
|
+310
|
24.40%
|
-305
|
75.30%
|
+305
|
24.70%
|
-300
|
75.00%
|
+300
|
25.00%
|
-295
|
74.70%
|
+295
|
25.30%
|
-290
|
74.40%
|
+290
|
25.60%
|
-285
|
74.00%
|
+285
|
26.00%
|
-280
|
73.70%
|
+280
|
26.30%
|
-275
|
73.30%
|
+275
|
26.70%
|
-270
|
73.00%
|
+270
|
27.00%
|
-265
|
72.60%
|
+265
|
27.40%
|
-260
|
72.20%
|
+260
|
27.80%
|
-255
|
71.80%
|
+255
|
28.20%
|
-250
|
71.40%
|
+250
|
28.60%
|
-245
|
71.00%
|
+245
|
29.00%
|
-240
|
70.60%
|
+240
|
29.40%
|
-235
|
70.10%
|
+235
|
30.00%
|
-230
|
69.70%
|
+230
|
30.00%
|
-225
|
69.20%
|
+225
|
31.00%
|
-220
|
68.80%
|
+220
|
31.00%
|
-215
|
68.30%
|
+215
|
32.00%
|
-210
|
67.70%
|
+210
|
32.00%
|
-205
|
67.20%
|
+205
|
33.00%
|
-200
|
66.70%
|
+200
|
33.00%
|
-195
|
66.10%
|
+195
|
34.00%
|
-190
|
65.50%
|
+190
|
34.00%
|
-185
|
64.90%
|
+185
|
35.00%
|
-180
|
64.30%
|
+180
|
36.00%
|
-175
|
63.60%
|
+175
|
36.00%
|
-170
|
63.00%
|
+170
|
37.00%
|
-165
|
62.30%
|
+165
|
38.00%
|
-160
|
61.50%
|
+160
|
38.00%
|
-155
|
60.80%
|
+155
|
39.00%
|
-150
|
60.00%
|
+150
|
40.00%
|
-145
|
59.20%
|
+145
|
41.00%
|
-140
|
58.30%
|
+140
|
42.00%
|
-135
|
57.40%
|
+135
|
43.00%
|
-130
|
56.50%
|
+130
|
43.00%
|
-125
|
55.60%
|
+125
|
44.00%
|
-120
|
54.50%
|
+120
|
45.00%
|
-115
|
53.50%
|
+115
|
47.00%
|
-110
|
52.40%
|
+110
|
48.00%
|
-105
|
51.20%
|
+105
|
49.00%
|
-100
|
50.00%
|
+100
|
50.00%
|
https://www.boydsbets.com/money-line-conversion-chart/
-300
|
75.00%
|
+300
|
25.00%
|
-295
|
74.70%
|
+295
|
25.30%
|
-290
|
74.40%
|
+290
|
25.60%
|
-285
|
74.00%
|
+285
|
26.00%
|
-280
|
73.70%
|
+280
|
26.30%
|
-275
|
73.30%
|
+275
|
26.70%
|
-270
|
73.00%
|
+270
|
27.00%
|
-265
|
72.60%
|
+265
|
27.40%
|
-260
|
72.20%
|
+260
|
27.80%
|
-255
|
71.80%
|
+255
|
28.20%
|
-250
|
71.40%
|
+250
|
28.60%
|
-245
|
71.00%
|
+245
|
29.00%
|
-240
|
70.60%
|
+240
|
29.40%
|
-235
|
70.10%
|
+235
|
30.00%
|
-230
|
69.70%
|
+230
|
30.00%
|
-225
|
69.20%
|
+225
|
31.00%
|
-220
|
68.80%
|
+220
|
31.00%
|
-215
|
68.30%
|
+215
|
32.00%
|
-210
|
67.70%
|
+210
|
32.00%
|
-205
|
67.20%
|
+205
|
33.00%
|
-200
|
66.70%
|
+200
|
33.00%
|
-195
|
66.10%
|
+195
|
34.00%
|
-190
|
65.50%
|
+190
|
34.00%
|
-185
|
64.90%
|
+185
|
35.00%
|
-180
|
64.30%
|
+180
|
36.00%
|
-175
|
63.60%
|
+175
|
36.00%
|
-170
|
63.00%
|
+170
|
37.00%
|
-165
|
62.30%
|
+165
|
38.00%
|
-160
|
61.50%
|
+160
|
38.00%
|
-155
|
60.80%
|
+155
|
39.00%
|
-150
|
60.00%
|
+150
|
40.00%
|
-145
|
59.20%
|
+145
|
41.00%
|
-140
|
58.30%
|
+140
|
42.00%
|
-135
|
57.40%
|
+135
|
43.00%
|
-130
|
56.50%
|
+130
|
43.00%
|
-125
|
55.60%
|
+125
|
44.00%
|
-120
|
54.50%
|
+120
|
45.00%
|
-115
|
53.50%
|
+115
|
47.00%
|
-110
|
52.40%
|
+110
|
48.00%
|
-105
|
51.20%
|
+105
|
49.00%
|
-100
|
50.00%
|
+100
|
50.00%
|
Sports Forecasting: A Comparison of the Forecast Accuracy .
http://www.ecm.bwl.uni-muenchen.de/publikationen/pdf/sports_forec.pdf
https://www.google.com/search?client=opera&q=sports+forecasting&sourceid=opera&ie=UTF-8&oe=UTF-8
UNDERDOG
start with underdogs
look for reasons to like the underdogs
do the research
in the end
it's
intuition
quantum
___
step one
Underdogs +200
___
step two
50/50
40
45
does the underdog
+200 needs 33% win percentage
+150 3/2 blackjack 40 %
Road Discount
is excessive
NHL
some teams do better on the road
therefore the vegas road discount is
___
what is the game
what are the rules
define the system
make the rules
make into a binary 1/0
yes/no porblem
___
___
___
college basketball
Underdogs +10
question
can the underdog cover
yes/no
___
___
___
in general
Vegas Over-prices Favorites
therefore the odds and payout are for the Underdog
___
___
___
https://www.boydsbets.com/money-line-conversion-chart/
___
___
___
soccer
+1.5 goals
it is hard to score in soccer
and the underdog plays for Draw
also 1.5 suggests a huge favorite
+1.5 goals underdog
look at payout
reject bad payout
___
___
___
Yale
Presumptions
Assumption
Speculation
Speculative
Skeptical
Bias
Prejudice
The writers of Old Testament were
myth
liars
exaggerate
literature
fable
fiction
Yale
talks as if
she knows the mind of the writer
amazing
unfounded
she cannot back up what she says
laughable
the writer did this
the writer did that
the writer wanted to
academic bias
it is easier to be skeptical
it is easier to have the null hypothesis
ego
want to look smart
it's similar to be the Atheist position
Apathy is one thing
Agnostic is one thing
Atheism can you prove it
minor party
do you have a better answer
another problem
Yale takes the Hebrew Masoretic as the primary source
Greek Septuagint LXX is actually the better witness of ancient Hebrew OT
remember
Hellenization
70 AD
March Madness
College Basketball
http://espn.go.com/mens-college-basketball/story/_/id/14964029/first-look-all-68-march-madness-teams-2016-ncaa-tournament
Vegas Insider http://www.vegasinsider.com/college-basketball/odds/las-vegas/
_____________________
March Madness
College Basketball
http://espn.go.com/mens-college-basketball/story/_/id/14964029/first-look-all-68-march-madness-teams-2016-ncaa-tournament
Vegas Insider
http://www.vegasinsider.com/college-basketball/odds/las-vegas/
Injuries
http://www.donbest.com/ncaab/injuries/
Bracket
http://espn.go.com/mens-college-basketball/tournament/bracket
Bracket Gif
http://espn.go.com/i/ncaa/basketball/ncaatourney16/ncaam_bracket_blank.gif
Bracket
http://espn.go.com/mens-college-basketball/tournament/bracket
NCAA tournament field
http://espn.go.com/mens-college-basketball/story/_/id/14964029/first-look-all-68-march-madness-teams-2016-ncaa-tournament
Bracket
http://espn.go.com/i/ncaa/basketball/ncaatourney16/ncaam_bracket_blank.pdf
2016 NCAA tournament coverage
http://espn.go.com/mens-college-basketball/story/_/page/ncaatournament/2016-ncaa-tournament-news-march-madness
___
Fairleigh Dickinson Knights +6.5
http://espn.go.com/mens-college-basketball/team/bpi?id=161&year=2016
Florida Gulf Coast Eagles
http://espn.go.com/mens-college-basketball/team/bpi?id=526&year=2016
___