Saturday, February 25, 2017

How many Runs Will The Tigers Allow In 2017?


The Tigers are hoping for a come back season in 2016 from right-handed starter Jordan Zimmermann.
(Photo credit: Detroit Free Press) 

Now that I have projected the Tigers runs scored total for 2017, the next step is to estimate how many runs they will give up.  While I have been quite accurate in my runs scored projections the last few years, I have not been so successful in forecasting runs allowed.  Run prevention is more difficult to predict because pitcher's arms are so fragile and their performance so volatile.  I have undershot the Tigers eventual run total the last three years - 65 runs short in 2014, 129 run in 2015 and 30 runs last year.  

Just before the 2016 season got under way, I wrote just that the Tigers would allow 691 runs.  They went on to score 721 runs, so I was within 4%.  

As is often the case with pitching, a lot of things went wrong,  Newly acquired starter Jordan Zimmermann was injured most of the season and ended up with a 4.87 ERA which is almost a run and half higher than his career ERA.  Hold over Anibal Sanchez was even worse posting an ERA (5.87) about two runs above his career average.  Bullpen acquisition Mark Lowe also disappointed spectacularly finishing with a 7.11 ERA allowing 12 home runs in 49 innings.  

Fortunately, some things went right as well.  Ace Justin Verlander had his best season since 2012 posting a 3.04 ERA and a league-leading 254 strikeouts.  Additionally, twenty-three-year old Michael Fulmer surprised with a 3.06 ERA and was named the American a Rookie Of The Year.  

General Manager Al Avila stood pat during the off-season which means the 2017 staff will look very similar to 2016.  The hope is that Verlander and Fulmer will repeat their success and that Zimmermann will be healthier and better this year.  Many fans are also expecting continued progress from young starters Daniel Norris and Matt Boyd and hard-throwing reliever Bruce Rondon. 
  
For the projection, I first estimate the innings pitched in 2017 for their five expected starters and key bullpen pieces at the beginning of the season (Table 1).  In order to forecast runs allowed, I used three-year averages on three measures from 2014-2016 all adjusted for projected innings this year:
  • Runs Allowed.
  • Base Runs - estimate of what runs allowed should have been based on base runners, total bases and home runs.
For example, Justin Verlander allowed an average of 98 runs per 220 innings (his projected 2016 total) from 2014-2016.  He also allowed 92 Base Runs and 86 FIP Runs.  The average of the three numbers above (98, 92, 86) is 92.  I expect Verlander to be similar to his three-year average next year with maybe a slight age-related decline.  I'm estimating 95 runs allowed.

I project the rest of the pitchers similarly moving them up or down from their three-year averages if I think they are going to get better or worse this year.  In particular, I'm guessing that a couple of starters will do worse than their three-year averages: (1) Despite his poor season in 2016, Zimmermann's three-year average is still boosted two much by his two years in Washington in the league with no designated hitter. It is also likely that he will never regain his former velocity.  (2) Fulmer performed a bit better than expected last year and struggled down the stretch.  He should still be good this year, but may suffer some growing pains.  

While I do not expect any dramatic improvements from any of their young starters, I do expect Norris and Boyd to pitch more innings this year which means fewer innings for Sanchez, Mike Pelfrey and replacement level youngsters.  

My estimates of 750 runs scored and 700 allowed yields a differential of 50 runs or five wins above .500.  Thus, my early call for the season is a 86-76 which would be equal last year's win total. I will check in again after spring training and make adjustments should there be injuries or surpises over the next several weeks.

Table 1: Projected Runs Allowed By Tigers Pitchers in 2017


Average for 2014-2016*


Pitcher
Proj IP
RA
BSR
FIPRuns
Comb
Proj R
Proj ERA
Justin Verlander
220
98
92
86
92
95
3.61
Jordan Zimmermann
175
68
67
63
66
85
4.07
Michael Fulmer
175
63
65
72
67
75
3.59
Daniel Norris
150
72
78
71
74
70
3.91
Matt Boyd
125
82
78
74
78
70
4.69
Alex Wilson
70
22
25
28
25
30
3.59
Francisco Rodriguez
60
18
21
24
21
25
3.49
Justin Wilson
60
27
23
21
24
25
3.49
Shane Greene
60
39
32
27
33
30
4.19
Bruce Rondon
50
25
21
21
23
20
3.35
Kyle Ryan
50
22
22
23
22
25
4.19
Other
245



147
150
5.12
Totals
1,440



672
700
4.07
*Average adjusted for projected innings in 2016.

Data Source: Baseball-Reference.com

Saturday, February 04, 2017

How Many Runs Will The Tigers Score in 2017?




Tigers are hoping that a healthy Nick Castellanos will boost the team's run production in 2017
(Photo credit: Zimbio.com)  

The Tigers seem to be pretty well set with their position players going into 2017, so I am going to make my annual runs scored projection. The one spot which is still up in the air is center field, but they are not likely to do anything prior to the season which is going to significantly alter the outlook. 

Table 1 below shows that I have been really good (lucky?) at projecting the Tigers team run totals the last few years.  

Table 1: Tigers Projected and Actual Runs Scored, 2013-2016
Year
Proj. Runs
Runs
Diff
2013
800
796
+4
2014
760
757
+3
2015
689
770
-81
2016
755
750
+5

In 2013, I projected that they would score 800 runs and they actually scored 796, so I was off by just four runs.  Moreover, I missed by just three and five runs respectively in 2014 and 2016. 

My magic formula did not work so well in 2015 when I predicted they would score 770 and they instead scored 689, a difference of 81 runs.  Much of the discrepancy was accounted for by injuries to first baseman Miguel Cabrera and designated hitter Victor Martinez and the mid-season fire sale which sent outfielder Yoenis Cespedes to the Mets.  

The Weighted Runs Created (wRC) statistic at FanGraphs is useful for this kind of exercise because a team's Runs Created total usually falls fairly close to its run scored total.  Most teams have Runs Created within 5% of their runs scored.  The Tigers combined for 782 Runs Created in 2016 which was 32 (or 4%) more than their actual runs scored.  

The main reason why the Tigers scored fewer runs than they created last year is that Runs Created does not account for runs lost from double plays or base running.  The Tigers lost 19 runs due to base running (According to FanGraphs.com) and 5 runs due to doubleplays (Baseball-Reference.com).

Keeping the above caveats in mind, the Runs Created measure is generally helpful in projecting future offensive production.  Table 2 below lists the Tigers most likely players in 2016 and their estimated plate appearances (PA).  In the next column  is the three-year average of Runs Created adjusted for expected PA.  For example, Cabrera had 335 Runs Created in 1,875 plate appearances over 2014-2016 which comes out to .179 Runs Created Per PA.  Multiplying .179 times 650 PA (his projected PA for 2017) yields his three-year average of 116 Runs Created.

The final column of the table is my forecast for Runs Created in 2017.  In all cases, it is fairly close to the three-year average, but I make adjustments if I think a player will improve or regress this year. 

On the positive side, I expect third baseman Nick Castellanos to  improve over his average of 2014-2016.  I also expect left fielder Justin Upton to do a little better this year compared to his Petco Park season in 2015 and his slump ravaged 2016 campaign.  Thus, I give these players a boost in their final projected totals.

On the other hand, I'm guessing that Cabrera, designated hitter Victor Martinez and second baseman Ian Kinsler will regress a bit due to age.  So, their projected totals get marked down slightly.

Aggregating all the Runs Created yields 765 for the team. The last parts of the equation are base running and double plays.  I am optimistic they will be a little smarter on the bases this year, but I still expect them to lose about 15 runs.   

Based on the above, I am predicting 750 runs in 2017 assuming no major changes or injuries before opening day.  That would be exactly the same as last year which makes sense given that they have almost the same team.  
    
Table 1: Tigers Projected Runs in 2017
Player
PA
Runs Created
3-Yr Avg*
2017
Proj
McCann
375
34
35
Cabrera
650
116
110
Kinsler
675
88
80
Iglesias
500
51
55
Castellanos
575
68
75
Upton
625
85
90
J. Martinez
625
104
100
V. Martinez
550
80
70
Mahtook
300
30
30
Collins
175
19
20
Jones
150
5
15
Avila
300
33
30
Romine
250
19
20
Machado
150
13
15
Others
300
23
20
Base Running/DP

-15
Totals
6,200

750

Saturday, December 31, 2016

If I had a Hall of Fame Ballot: 2017

Former Astros slugger Jeff Bagwell should finally make Hall-of-Fame in 2017. 
(Photo credit: MLB.com)

There have been nine new Hall-of-Fame Inductees in the past three years - catcher Mike Piazza, first baseman Frank Thomas, second baseman Craig Biggio, outfielder Ken Griffey Jr and pitchers Tommy Glavine, Greg Maddux, Randy Johnson, Pedro Martinez and John Smoltz.  This alleviated the log jam on the ballot which was due largely to confusion and division on how to deal with players linked to the Performance Enhancing Drugs (PED).  Many holdovers and a few worthy new candidates still make the vote a challenge though.  There are 34 eligible players and writers can vote for up to 10 candidates.  I, of course, do not have a vote, but will fill my theoretical ballot here.

My selection process involves comparing players to their contemporaries, other players at the same position and current Hall-of-Fame members.  I value peak performance and career performance equally.  I use many traditional and advanced statistics, most of which can be found on Baseball-Reference and FanGraphs.  Some of my favorites are plate appearances, batting average, on-base percentage, slugging average, batting runs, wOBA,and WAR for hitters and innings pitched, ERA, pitching runs, strikeouts and WAR for pitchers.  I used multiple WAR statistics in my analysis, but any WAR cited below is Baseball-Reference WAR.

In previous years, I did not bring PED use into my thought process.  The use of PEDs was very widespread, not only in the 1990s and 2000's, but all the way back to the sixties and even further.  It was impossible to know which players stayed clean and which used and how much it affected their performance.  Eliminating or even judging players based on suspicion seemed very unfair to me.  It also seemed pretty obvious that the game turned a blind eye to the problem for many decades.  Thus, I considered PED use to have been part of the game and choose players solely based on their on-field performance.  

Starting in 2005, Major League Baseball players and owners accepted a new policy banning steroids and issuing penalties to steroid users.  The policy has been expanded in recent years to include amphetamines and other PEDs.  Now that it accepted by all parties that steroid use is absolutely prohibited, this makes the process more complicated.  I think it's fair to penalize players who tested positive under the agreement starting in 2005, but I do not believe these offenders should be banned from the Hall of Fame entirely. They did, after all, already serve their time through suspension.  However, the qualifications for inclusion in the Hall of Fame do include integrity, sportsmanship and character as illustrated by the following clause:
Voting shall be based upon the player's record, playing ability, integrity, sportsmanship, character and contribution to the team(s) on which the player played.
Those things are very subjective and near impossible to measure, but failed drug tests are objective.  Thus, I shall use proven drug use as another data point feeding my decision process.  Since I do not believe PED use turns a player into one of the game's all-time greats, I would still vote for an elite player such as Alex Rodriguez when his time comes. However, I might drop a borderline player from the ballot.  

The PED question first became an issue for me when first baseman Rafael Palmeiro appeared on the ballot in 2011.  He was a legitimate candidate, who had tested positive in 2005.  He was not a particularly strong candidate though and, given that the ballot had more than ten deserving candidates that year, it was not difficult to dismiss him.  

Outfielder Manny Ramirez who tested positive for PEDs in both 2009 and 2011 is eligible this year on a ballot that is not quite as loaded as previous years.  Based on his numbers, 69 WAR and a 154 OPS+, Ramirez was one of the best hitters of his generation and would surely make it if he were clean. I only have nine surefire names on my list, so there is room for one more.

However, the PED data point exists for Ramirez (twice!).  Ramirez was a very one dimensional player and not a slam dunk choice of the magnitude of ARod.  He is more comparable to designated hitter Edgar Martinez, another viable candidate but a one dimensional hitter.  In the end, I decided that Martinez makes it and Ramirez doesn't.  

Now, for my ballot:

Barry Bonds: The greatest player of his generation and on a very short list of the best players ever.  You can't have a Hall of Fame without him.  

Roger Clemens: As with Bonds, the Hall-of-Fame would not make much sense if it excluded Clemens.  He is one of the five best pitchers in the history of the game.

Jeff Bagwell: Not on the same level as Bonds, but still a slam-dunk selection.  He is 22nd all-time in Batting Runs and has a WAR comparable to Rod Carew, Joe Dimaggio and Pete Rose.  

Mike Mussina: Might get overlooked because he never won a Cy Young award, but had a 123 ERA+ in over 3,500 innings and his 345 Pitching Runs was an impressive 13th all-time.

Curt Schilling: Not a very bright person and I wish he would keep his shallow opinions to himself, but that has zero to do with his Hall of Fame worthiness.  Arguably the best post-season pitcher ever, but was a lot more than that.  He had a 127 ERA+, 3,116 strikeouts (15th best ever), 81 WAR (21st best).  

Tim Raines:  Sometimes Raines gets pumped up a bit too much by his supporters, but his credentials are Hall-of-fame worthy.  The statistical highlights are 69 WAR, 1,571 runs (40th all time) and 808 stolen bases (4th). 

Edgar Martinez: Gets knocked down by some because he was primarily a designated hitter. On the other hand, some of his supporters think he belongs because he was one of the best ever at his position.  This is not a good argument because the position is limited to a pool of players who were among the worst fielders in the game.  For a designated hitter to make the Hall of Fame, he needs to be an elite hitter and Martinez's 147 lifetime OPS+ (32nd best ever) shows that he was.  He also accumulated 68 WAR with virtually no fielding contribution. 

Pudge Rodriguez: Had only one really good year with the Tigers and I got the impression he didn't always give his best effort in Detroit.  So, he is not a big favorite of mine.  I am sure I would feel differently if I were a Rangers fan because he built a solid Hall of Fame resume in Texas.  He caught more games (2,427) than any catcher in the history of the game, was an outstanding defender for most of his career and he could hit too - batted .300 or better 10 times and posted an OPS+ of 120 or more seven times.  

Larry Walker: A bit controversial because his numbers were inflated by the Denver altitude, but he had a 141 OPS+ and 73 WAR and was also an excellent fielder.  

Honorable mention

Vladimir Guerrero - Was a tremendous all around player with a lifetime 140 OPS+, but he falls a hair short (in part because of his 59 WAR).   

Manny Ramirez - See above


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