Tuesday, June 12, 2012

Wasted HRs

During a recent Tigers broadcast, the on-air conversation turned towards what has become a popular topic: possible explanations for Detroit's struggles. A graphic was shown indicating the percentage of Tigers home runs that were solo shots, with the implication that it was more than usual. I had no basis for what was a good or bad percentage so I decided to explore it a bit, resulting in this post. I'll start off using this year's Tigers team as an example but will move on to all-time rankings.

As of June 11th, the Tigers have hit 60 home runs in 2012. 40 of these were solo, 15 came with one man on, five came with two on and they are yet to hit a grand slam. In order to compare this percentage historically I decided to use two different measures: the percentage of all home runs that are solo and the average number of runs scored on each HR.
- Solo HR %: 66.7%
- Runs Per HR: 1.42

The next step was to go through all game logs from 1919-2011 to see what kind of numbers we'd expect a team to have. The following graph gives an idea of the trend over time. The data were smoothed by taking the three-year average of each year in order to eliminate some of the year-to-year noise. As we'd expect, Runs per HR and Solo HR % are very closely related:


The Tigers 2012 numbers (66.7% solo, 1.42 runs/HR) are much worse than we'd expect from the 2009-2011 MLB three-year average (58.2% solo, 1.58 runs/HR). But how much impact has this had on their run scoring? For the purpose of this article, we're not trying to determine why a team under-performs but to what extent. I would guess that the why could be explained by some combination of team-wide OBP, lineup construction and pure luck but we'll leave this question for another day.

To determine how the Tigers poor HR performance has impacted total run scoring, we'll first calculate the number of runs they've scored on HRs:

Detroit 2012 Runs on HRs = 40 + (15*2) + (5*3) = 85 Runs

Now, we'll compare this to how many runs we'd expect them to have scored based on the three-year AL average performance of 1.57 runs per HR.

Detroit 2012 Expected Runs on HR = 60 * 1.57 = 94.4 Runs

So Detroit's HRs have under-performed in 2012 by 9.4 runs. We can go further and convert these runs into wins by using baseball's pythagorean theorem to determine how many games a team should win based on runs scored and runs given up.

Detroit Expected Record with Actual Runs Scored (263) = 28.3 - 31.7
Detroit Expected Record with Expected Runs on HR (272.4) = 29.3 - 30.7


Therefore, we would have expected the Tigers to win one full game more had they scored the expected number of runs on HRs.

We could explain the Tigers 2012 HR performance thusly:
HR Runs vs. Expected (60 games): -9.4
HR Runs vs. Expected (projected full season): -25.4
HR Wins vs. Expected (60 games): -1.0
HR Wins vs. Expected (project full season): -2.7


Now, having defined our two metrics, let's look at historic results to see how Detroit compares. I took the process described above and applied it to every team's season from 1919-2011. Each team was compared to its three-year league average (AL and NL calculated separately). The +/- runs listed are the actual values while the +/- wins have been scaled to a 162 game season to put each team on a level playing field. I have listed the best 10 and worst 10 teams all-time by each measure. Since our +/- metric is cumulative, the top 10 list is dominated by recent teams (more HR = higher/lower cumulative values) so I have also provided the top 10 by rate.

If you'd prefer to explore the numbers yourself, you can find all team seasons in spreadsheet form here.

How do the 2012 Tigers compare?
- Runs/HR of 1.42 is bad enough to measure 34th worst all-time and worst since the 2001 New York Mets.
- Solo HR % of 66.7% is 55th worst all-time and worst since the 2005 Washington Nationals
- Run Differential at current pace of -25.4 would rank 9th worst all-time and worst since the 2009 Texas Rangers.
- Win Differential at current pace of -2.7 would rank 10th worst all-time and worst since the 2006 Devil Rays.

So while there are many factors contributing to the Tigers struggles, wasting home runs by hitting them without any baserunners is a not-so-insignificant one.

Worst Runs/HR

TeamYearRuns/HRSolo HR%Total HRsRun DiffWin DiffRuns/HR Diff
Brooklyn Dodgers19211.2977.97%59-19.98-2.24-0.339
Cincinnati Reds19241.3375.00%36-11.20-1.27-0.311
Chicago White Sox19431.3372.73%33-8.19-1.02-0.248
Chicago White Sox19321.3369.44%36-11.66-1.22-0.324
Boston Red Sox19291.3671.43%28-9.16-1.04-0.327
Boston Red Sox19271.3671.43%28-8.60-0.95-0.307
Pittsburgh Pirates19571.3667.39%92-17.90-2.15-0.195
Houston Astros19801.3672.00%75-16.24-1.84-0.217
Philadelphia Phillies19441.3670.91%55-16.32-2.07-0.297
St. Louis Cardinals19911.3769.12%68-14.45-1.62-0.212


Best Runs/HR

TeamYearRuns/HRSolo HR%Total HRsRun DiffWin DiffRuns/HR Diff
Washington Senators19351.9734.38%32+9.44+0.91+0.295
Pittsburgh Pirates19431.9538.10%42+13.90+1.56+0.331
Detroit Tigers19491.9242.05%88+21.69+2.24+0.246
Cincinnati Reds19311.9033.33%21+5.23+0.62+0.249
Milwaukee Brewers19951.9043.75%128+35.02+3.80+0.274
Cleveland Indians19261.8929.63%27+6.52+0.67+0.241
Cleveland Indians19231.8844.07%59+14.32+1.30+0.243
Boston Red Sox19191.8842.42%33+7.64+1.01+0.231
Brooklyn Dodgers19451.8838.60%57+12.62+1.25+0.221
Boston Red Sox19381.8746.94%98+15.26+1.37+0.156


Worst Solo HR %

TeamYearRuns/HRSolo HR%Total HRsRun DiffWin DiffRuns/HR Diff
Brooklyn Dodgers19211.2977.97%59-19.98-2.24-0.339
Boston Red Sox19201.4177.27%22-5.24-0.60-0.238
Cincinnati Reds19241.3375.00%36-11.20-1.27-0.311
Philadelphia Athletics19431.4673.08%26-3.12-0.39-0.120
Chicago White Sox19431.3372.73%33-8.19-1.02-0.248
Montreal Expos19981.3972.11%147-28.43-3.12-0.193
Houston Astros19801.3672.00%75-16.24-1.84-0.217
Boston Red Sox19271.3671.43%28-8.60-0.95-0.307
Boston Red Sox19291.3671.43%28-9.16-1.04-0.327
Philadelphia Phillies19441.3670.91%55-16.32-2.07-0.297


Best Solo HR %

TeamYearRuns/HRSolo HR%Total HRsRun DiffWin DiffRuns/HR Diff
Cleveland Indians19261.8929.63%27+6.52+0.67+0.241
Cincinnati Reds19311.9033.33%21+5.23+0.62+0.249
Washington Senators19351.9734.38%32+9.44+0.91+0.295
Detroit Tigers19331.8135.09%57+7.28+0.78+0.128
Washington Senators19391.7336.36%44+1.72+0.19+0.039
Chicago White Sox19311.8137.04%27+3.77+0.38+0.139
Chicago White Sox19391.7237.50%64+1.96+0.20+0.031
Pittsburgh Pirates19201.6937.50%16+1.21+0.16+0.075
Pittsburgh Pirates19431.9538.10%42+13.90+1.56+0.331
Pittsburgh Pirates19361.8238.33%60+9.90+0.97+0.165


Worst Performances by Run Diff

TeamYearRuns/HRSolo HR%Total HRsRun DiffWin DiffRuns/HR Diff
Texas Rangers20011.4665.45%246-34.61-3.08-0.141
Cleveland Indians19871.4169.52%187-30.99-3.00-0.166
Tampa Bay Devil Rays20061.4661.58%190-30.34-3.15-0.160
Kansas City Athletics19571.4168.67%166-29.67-3.59-0.179
Montreal Expos19981.3972.11%147-28.43-3.12-0.193
Toronto Blue Jays19981.4863.80%221-27.77-2.63-0.126
Texas Rangers20091.4764.73%224-26.57-2.59-0.119
New York Mets20011.4168.03%147-25.57-2.87-0.174
Toronto Blue Jays19911.4263.91%133-24.96-2.67-0.188
Minnesota Twins20011.4568.29%164-24.74-2.45-0.151


Best Performances by Run Diff

TeamYearRuns/HRSolo HR%Total HRsRun DiffWin DiffRuns/HR Diff
Cleveland Indians19991.8343.54%209+45.72+3.78+0.219
Milwaukee Brewers19951.9043.75%128+35.02+3.80+0.274
Seattle Mariners19961.7650.20%245+34.38+2.90+0.140
New York Yankees19621.7447.24%199+31.78+3.04+0.160
Minnesota Twins19701.7844.44%153+31.54+3.21+0.206
Seattle Mariners20001.7650.51%198+29.92+2.66+0.151
St. Louis Cardinals20001.7154.04%235+29.39+2.66+0.125
Anaheim Angels20041.7846.91%162+29.36+2.79+0.181
San Francisco Giants19981.7747.83%161+29.34+2.75+0.182
Minnesota Twins19621.7447.57%185+27.95+2.75+0.151


Worst Performances by Win Diff

TeamYearRuns/HRSolo HR%Total HRsRun DiffWin DiffRuns/HR Diff
Kansas City Athletics19571.4168.67%166-29.67-3.59-0.179
Tampa Bay Devil Rays20061.4661.58%190-30.34-3.15-0.160
Baltimore Orioles19941.4564.75%139-24.15-3.12-0.174
Montreal Expos19981.3972.11%147-28.43-3.12-0.193
Texas Rangers20011.4665.45%246-34.61-3.08-0.141
New York Giants19561.3966.21%145-24.24-3.07-0.167
Cleveland Indians19871.4169.52%187-30.99-3.00-0.166
Chicago Cubs19941.4067.89%109-19.36-2.88-0.178
New York Mets20011.4168.03%147-25.57-2.87-0.174
Toronto Blue Jays19911.4263.91%133-24.96-2.67-0.188


Best Performances by Win Diff

TeamYearRuns/HRSolo HR%Total HRsRun DiffWin DiffRuns/HR Diff
Milwaukee Brewers19951.9043.75%128+35.02+3.80+0.274
Cleveland Indians19991.8343.54%209+45.72+3.78+0.219
Minnesota Twins19701.7844.44%153+31.54+3.21+0.206
New York Yankees19621.7447.24%199+31.78+3.04+0.160
San Diego Padres19891.7850.00%120+25.52+2.96+0.213
Seattle Mariners19961.7650.20%245+34.38+2.90+0.140
Cleveland Indians20021.7253.13%192+27.38+2.82+0.143
Anaheim Angels20041.7846.91%162+29.36+2.79+0.181
San Francisco Giants19981.7747.83%161+29.34+2.75+0.182
Minnesota Twins19621.7447.57%185+27.95+2.75+0.151


Worst Performances by Runs/HR Diff

TeamYearRuns/HRSolo HR%Total HRsRun DiffWin DiffRuns/HR Diff
Brooklyn Dodgers19211.2977.97%59-19.98-2.24-0.339
Boston Red Sox19291.3671.43%28-9.16-1.04-0.327
Chicago White Sox19321.3369.44%36-11.66-1.22-0.324
Cincinnati Reds19241.3375.00%36-11.20-1.27-0.311
Boston Red Sox19271.3671.43%28-8.60-0.95-0.307
Philadelphia Phillies19441.3670.91%55-16.32-2.07-0.297
Washington Senators19311.3969.39%49-14.09-1.29-0.288
Chicago White Sox19431.3372.73%33-8.19-1.02-0.248
Boston Braves19221.4168.75%32-7.75-0.87-0.242
Cleveland Indians19421.3868.00%50-11.92-1.44-0.238


Best Performances by Runs/HR Diff

TeamYearRuns/HRSolo HR%Total HRsRun DiffWin DiffRuns/HR Diff
Pittsburgh Pirates19431.9538.10%42+13.90+1.56+0.331
Washington Senators19351.9734.38%32+9.44+0.91+0.295
Minnesota Twins19761.8640.74%81+23.04+2.40+0.284
Milwaukee Brewers19951.9043.75%128+35.02+3.80+0.274
Cincinnati Reds19311.9033.33%21+5.23+0.62+0.249
Detroit Tigers19491.9242.05%88+21.69+2.24+0.246
Cleveland Indians19231.8844.07%59+14.32+1.30+0.243
Cleveland Indians19261.8929.63%27+6.52+0.67+0.241
Boston Red Sox19191.8842.42%33+7.64+1.01+0.231
Pittsburgh Pirates19621.8143.52%108+24.24+2.60+0.224

No comments:

Post a Comment