_____________________
MLB 2015 ESPN
Win Percentage
http://espn.go.com/mlb/standings/_/sort/wins/season/2015/group/league
Runs Scored Offense
http://espn.go.com/mlb/standings/_/sort/pointsfor/season/2015/group/league
Runs Allowed Defense
http://espn.go.com/mlb/standings/_/sort/pointsagainst/season/2015/group/league
Differential
http://espn.go.com/mlb/standings/_/sort/pointdifferential/season/2015/group/league
_____________________
ESPN Projected Lineups MLB preseason
http://espn.go.com/mlb/story/_/id/14936299/mlb-projected-lineups-all-30-teams
_____________________
Roster Resource
http://www.rosterresource.com/mlb-arizona-diamondbacks/
_____________________
ESPN
Relief Pitching
Bull Pen
http://espn.go.com/mlb/stats/team/_/stat/pitching/split/128
_____________________
FanGraphs
Relief Pitching
Bull Pen
http://www.fangraphs.com/leaders.aspx?pos=all&stats=rel&lg=all&qual=0&type=8&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=15,a
_____________________
FanGraphs
Fielding
http://www.fangraphs.com/leaders.aspx?pos=all&stats=fld&lg=all&qual=0&type=1&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=8,d
_____________________
RotoWorld
http://www.rotoworld.com/teams/depth-charts/mlb.aspx?league=National
_____________________
ESPN closer depth chart
http://espn.go.com/fantasy/baseball/flb/story?page=REcloserorgchart
_____________________
MLB.com Depth Chart
Projected Wins
http://www.fangraphs.com/depthcharts.aspx?position=Standings
_____________________
FanGraphs Starting Pitchers
http://www.fangraphs.com/library/pitching/complete-list-pitching/
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=c,8,13,-1,36,37,40,48,6,16,41,42,112,113,139,140,3,10,14,48&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0
Starting Pitchers
Full Season
Innings Pitched > 10
download the excel spreadsheet
_____________________
RotoWorld Injuries
http://www.rotoworld.com/teams/injuries/mlb/all/
_____________________
ARI D'BACKS ov82-108
ARI D'BACKS un82-112
http://www.fangraphs.com/depthcharts.aspx?position=Standings
2015 Arizona 79 Wins
Projected improvement 2016
Improvement > 79
*Over 82
_____________________
_____________________
_____________________
RosterResource.com Depth Chart
_____________________
_____________________
http://www.rosterresource.com/mlb-arizona-diamondbacks/
http://www.rosterresource.com/mlb-arizona-diamondbacks/
2nd Half FanGraphs 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=15&rost=0&age=0&filter=&players=0&sort=16,d
MLB standings 2015 ( last year )
Trades 2015 players traded away to other teams
Atlanta Braves
http://espn.go.com/mlb/player/stats/_/id/31327/ender-inciarte
Milwaukee Brewers
http://espn.go.com/mlb/player/_/id/6190/aaron-hill
Defense Fangraphs
http://www.fangraphs.com/library/defense/
DEF Fangraphs Fielding 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=fld&lg=all&qual=0&type=1&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=23,d
http://www.fangraphs.com/library/defense/def/
DRS Fangraphs Fielding 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=fld&lg=all&qual=0&type=1&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=8,d
http://www.fangraphs.com/library/defense/drs/
BsR Fangraphs BaseRunning 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=0&type=8&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=17,d
BsR
http://www.fangraphs.com/library/offense/bsr/
Relievers Pitching 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=rel&lg=all&qual=0&type=8&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=15,a
_______
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=0&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=6,d
Batter Stats
R = Runs scored by the player
This is still a useful stat.
There a team, situational, lineup factors.
R still tell us something about the player.
Player gets On base
Not getting out
successfully scores
RBI
is a team stat
it shows that the team can get players On base
and the baserunners successfully get to home plate
Not getting out
High R and RBI provides useful information
Low R and RBI Not as useful
More stats is better
Extract all information out of the stats that you can from the stats that you have
Batting Average is useful
I do Not like stat experts who try to shoot down stats
Also experts try to get One stat like War
Look we want all stats
We want more stats
the new ERA substitutes FIP
introduces assumptions
you must declare assumptions
assumptions
empirical equations
you still need to raw data
multi variable analysis
it is sometimes better to keep the raw data
but data mine and filter based on 2 or 3 stats
_______
http://www.fangraphs.com/library/pitching/complete-list-pitching/
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=c,8,13,-1,36,37,40,48,6,16,41,42,112,113,139,140,3,10,14,48&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0
Starting Pitchers
Full Season
Innings Pitched > 10
download the excel spreadsheet
_______
_____________________
FanGraphs
http://www.fangraphs.com/library/pitching/complete-list-pitching/
Relief Pitchers
http://www.fangraphs.com/leaders.aspx?pos=all&stats=rel&lg=all&qual=10&type=c,6,16,36,40,37,36,113,139,140,112,40,48,41,42,3,10,8,13&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0
Relief Pitchers
Full Season
Innings Pitched > 10
download the excel spreadsheet
_____________________
FanGraphs Starting Pitchers Revised
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=c,6,16,36,40,37,36,113,139,140,112,40,48,41,42,3,8,13,16,10&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=3,d
_____________________
RELIEF PITCHERS
http://www.fangraphs.com/leaders.aspx?pos=all&stats=rel&lg=all&qual=10&type=c,6,16,36,40,37,36,113,139,140,112,40,48,41,42,3,8,13,16,10&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0
http://www.rosterresource.com/mlb-arizona-diamondbacks/
2nd Half FanGraphs 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=15&rost=0&age=0&filter=&players=0&sort=16,d
MLB standings 2015 ( last year )
MLB standings 2014
MLB standings 2013
Arizona Diamondbacks 2015
Runs Created
WAR
Fielding Defensive WAR
Pitcher Games Started
Pitcher Innings Pitched
Pitcher As Reliever
Pitcher As Starter
Transactions
Rotoworld Depth Chart
MLB.com Depth Chart
RosterResource.com Depth Chart
CBS Depth Chart
FoxSports Depth Chart
FoxSports Injury Report
FantasyAlarm Depth Chart
FantasyPros Closer Depth Chart
ESPN BullPen Depth Chart
FangGraphs Projections
RotoBaller Closer Depth Chart
ESPN fantasy
ESPN closer depth chart
CLOSER:
Brad Ziegler
NEXT UP:
Tyler Clippard
SETUP:
Daniel Hudson
Josh Collmenter
SLEEPER:
Silvino Bracho
Brad Ziegler
NEXT UP:
Tyler Clippard
SETUP:
Daniel Hudson
Josh Collmenter
SLEEPER:
Silvino Bracho
Brad Ziegler 1.85
Tyler Clippard 2.92 NY Mets
Daniel Hudson 3.86
Josh Collmenter 3.79
Silvino Bracho 1.46
MLB.com Depth Chart
RosterResource.com Depth Chart
ESPN
Batters
Jean Segura from Milwaukee
Milwaukee's payroll
OF Khris Davis Milwaukee to Oakland
Arizona Batters
Runs Created 2015
Trades 2015 players traded away to other teams
Atlanta Braves
http://espn.go.com/mlb/player/stats/_/id/31327/ender-inciarte
Milwaukee Brewers
http://espn.go.com/mlb/player/_/id/6190/aaron-hill
Defense Fangraphs
http://www.fangraphs.com/library/defense/
DEF Fangraphs Fielding 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=fld&lg=all&qual=0&type=1&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=23,d
http://www.fangraphs.com/library/defense/def/
DRS Fangraphs Fielding 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=fld&lg=all&qual=0&type=1&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=8,d
http://www.fangraphs.com/library/defense/drs/
BsR Fangraphs BaseRunning 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=0&type=8&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=17,d
BsR
http://www.fangraphs.com/library/offense/bsr/
Relievers Pitching 2015
http://www.fangraphs.com/leaders.aspx?pos=all&stats=rel&lg=all&qual=0&type=8&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=15,a
_______
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=0&type=8&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=6,d
Batter Stats
R = Runs scored by the player
This is still a useful stat.
There a team, situational, lineup factors.
R still tell us something about the player.
Player gets On base
Not getting out
successfully scores
RBI
is a team stat
it shows that the team can get players On base
and the baserunners successfully get to home plate
Not getting out
High R and RBI provides useful information
Low R and RBI Not as useful
More stats is better
Extract all information out of the stats that you can from the stats that you have
Batting Average is useful
I do Not like stat experts who try to shoot down stats
Also experts try to get One stat like War
Look we want all stats
We want more stats
the new ERA substitutes FIP
introduces assumptions
you must declare assumptions
assumptions
empirical equations
you still need to raw data
multi variable analysis
it is sometimes better to keep the raw data
but data mine and filter based on 2 or 3 stats
_______
http://www.fangraphs.com/library/pitching/complete-list-pitching/
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=c,8,13,-1,36,37,40,48,6,16,41,42,112,113,139,140,3,10,14,48&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0
Starting Pitchers
Full Season
Innings Pitched > 10
download the excel spreadsheet
_______
_____________________
FanGraphs
http://www.fangraphs.com/library/pitching/complete-list-pitching/
Relief Pitchers
http://www.fangraphs.com/leaders.aspx?pos=all&stats=rel&lg=all&qual=10&type=c,6,16,36,40,37,36,113,139,140,112,40,48,41,42,3,10,8,13&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0
Relief Pitchers
Full Season
Innings Pitched > 10
download the excel spreadsheet
_____________________
FanGraphs Starting Pitchers Revised
http://www.fangraphs.com/leaders.aspx?pos=all&stats=sta&lg=all&qual=10&type=c,6,16,36,40,37,36,113,139,140,112,40,48,41,42,3,8,13,16,10&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0&sort=3,d
RELIEF PITCHERS
http://www.fangraphs.com/leaders.aspx?pos=all&stats=rel&lg=all&qual=10&type=c,6,16,36,40,37,36,113,139,140,112,40,48,41,42,3,8,13,16,10&season=2015&month=0&season1=2015&ind=0&team=0&rost=0&age=0&filter=&players=0
_____________________
FanGraphs - BaseRunning
http://www.fangraphs.com/leaders.aspx?pos=all&stats=bat&lg=all&qual=0&type=c,40,23,37,38,39,61,41,6,4,50,11,-1,12,13,21,-1,34,35,-1,111,-1,203,199,58&season=2015&month=0&season1=2015&ind=0&team=0,ts&rost=0&age=0&filter=&players=0&sort=18,d
_____________________
1. Run scoring
2. Fielding
3. Starting Pitchers / Relief Pitchers
_______
Effort
MLB is Lazy in general
MLB has a culture / tradition of Laziness / wanting to look cool
Lackadaisical
Hit the ball, stand at the plate, see where it goes,
then run ???
Get a stopwatch
Every player should SPRINT to first base
Look for teams with a culture of Great Effort / High Motor
Skill and WillMLB with Great Effort / High Motor
have a Huge Advantage
over the average MLB team with mediocre effort
Effort Index
_______
ESPN Projected Lineups MLB preseason
http://espn.go.com/mlb/story/_/id/14936299/mlb-projected-lineups-all-30-teams
MLB park dimensions
http://m.mlb.com/cutfour/2014/04/28/73642276/the-dimensions-of-every-big-league-ballpark-in-this-cool-infographic
MLB park dimensions
http://thumbnails.visually.netdna-cdn.com/baseballs-many-physical-dimensions_53344ca673751.png
MLB Park Factors - 2015
http://espn.go.com/mlb/stats/parkfactor/_/year/2015/sort/HRFactor
ESPN Lineup Pre 2016
http://espn.go.com/mlb/story/_/id/14936299/mlb-projected-lineups-all-30-teams
___
Pitcher
K
HR
RA
___
2 major hidden stats
Fielding FanGraphs
Bull Pen Relief Pitcher Runs Allowed
___
http://espn.go.com/mlb/story/_/id/14936299/mlb-projected-lineups-all-30-teams
Arizona Diamondbacks
_______
http://www.rosterresource.com/mlb-free-agents-2015-16/
http://www.rosterresource.com/mlb-trade-tracker-2015-16-offseason/
http://www.rosterresource.com/mlb-free-agents-2015-16/
http://mlb.mlb.com/mlb/news/hot_stove/y2015/free_agent_tracker.jsp
http://m.mlb.com/news/article/159776114/the-10-best-upgrades-so-far-this-offseason
http://espn.go.com/mlb/story/_/id/14068895/mlb-hot-stove-free-agency-offseason-moves
http://espn.go.com/mlb/freeagents/_/type/ranked
http://espn.go.com/mlb/transactions
http://espn.go.com/mlb/story/_/id/14936299/mlb-projected-lineups-all-30-teams
http://www.fangraphs.com/library/principles/park-factors/
http://www.fangraphs.com/guts.aspx?type=pf&season=2014&teamid=0&sort=13,d
https://baseballmonster.com/MLBParkFactors.aspx
http://playbook.draftkings.com/mlb/ballpark-factors/
http://joeposnanski.com/a-bit-more-math-park-factors/
http://www.beyondtheboxscore.com/2014/2/23/5410106/fun-with-park-factors
http://espn.go.com/mlb/stats/closers/_/year/2015
_______
___
Soccer Underdog
+1.5
magic number
during Regulation
that extra 1/2 point is big
___
+1.5
eliminate payoff less than -150
___
+1
try it but you want EV even money or better
eliminate less than -110
___
Payout vs Probability
___
Draws are very common
+1/2 point
for regulation play is actually significant for soccer
___
Poker Bots
http://www.pokernews.com/news/2016/03/heads-up-bots-stronger-than-humans-nlhe-never-solved-24312.htm
___
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