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ADJOPS MLB Team Hitting & Pitching, Scatterplot, R-Squareds through 7/3/2017
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nate
Jul 4, 2017, 3:43:30 PM7/4/17
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Raw data from Baseball-Reference.com
HITTING
Rpf = rank after adjusting for Park Factor (AdjAdjOPS)
Rk = raw ADJOPS rank
TEv = Team Events = PA + SB + CS
TOC = Team Outs Created = AB-H + CS + SF + SH + GIDP + OoB - ROE
TBP = Team Bases Produced = TB+BB+SB+SF+SH-CS-GIDP+HBP+CI -OoB +XBT + ROE
TAdjOPS = TBP/TOC
OrdOPS = ordinary OBP + SLG
PkF = Park Factor
AdjAdjOPS = AdjOPS*(200/(PkF+100))
Rpf Rk team TEv TOC TBP TAdjOPS OrdOPS PkF AdjAdjOPS
1 2 HOU 3285 2193 1770 .807114 .836 92 .840744
2 1 WSN 3346 2219 1791 .807120 .815 102 .799129
3 5 LAD 3304 2227 1705 .765604 .790 97 .777263
4 3 NYY 3281 2173 1717 .790152 .803 104 .774659
5 8 TBR 3319 2270 1673 .737004 .777 95 .755902
6 6 CIN 3248 2205 1658 .751927 .774 100 .751927
7 4 ARI 3283 2202 1704 .773842 .782 108 .744079
8 7 MIL 3335 2275 1691 .743297 .773 101 .739599
9 10 NYM 3201 2221 1616 .727600 .770 97 .738680
10 14 CHC 3185 2210 1554 .703167 .741 98 .710270
11 12 DET 3132 2148 1518 .706704 .759 99 .710255
12 18 MIA 3139 2168 1490 .687269 .742 94 .708525
13 17 SEA 3279 2237 1552 .693786 .748 97 .704351
14 11 MIN 3221 2194 1552 .707384 .740 101 .703865
15 20 OAK 3159 2218 1509 .680343 .731 94 .701385
16 9 CLE 3154 2144 1571 .732743 .768 109 .701189
17 19 STL 3211 2228 1523 .683573 .746 97 .693983
18 22 CHW 3144 2188 1472 .672761 .737 97 .683006
19 16 TEX 3231 2239 1567 .699866 .739 105 .682796
20 15 BOS 3283 2232 1569 .702957 .763 106 .682483
21 21 ATL 3170 2197 1479 .673191 .734 100 .673191
22 23 BAL 3131 2214 1479 .668022 .730 99 .671379
23 24 PIT 3243 2248 1477 .657028 .707 99 .660330
24 13 COL 3291 2271 1597 .703214 .755 116 .651124
25 27 LAA 3368 2348 1495 .636712 .697 97 .646408
26 28 SDP 3072 2186 1390 .635865 .682 97 .645548
27 25 TOR 3126 2215 1430 .645598 .721 104 .632939
28 26 KCR 3079 2190 1413 .645205 .716 104 .632554
29 30 SFG 3282 2321 1431 .616545 .679 95 .632354
30 29 PHI 3101 2206 1374 .622847 .697 97 .632332
totals: 96603 66587 46767 .702344
PITCHING (inc. WP + BK - IBB) + Field Allowed Runners (IBB + ROE)
Rpf = rank after adjusting for Park Factor (AdjAdjOPS)
Rk = raw ADJOPS rank
TEv = Team Events = Batters Faced + Steal Attempts
TOI = Team Outs Induced = 3*IP
TBG = Team Bases Given = TB+BB+SB+SF+SH-CS-GIDP+HBP + (WP+BK-IBB) + (IBB+ROE)
TAdjOPS = TBG/TOI
OrdOPS = ordinary OBP + SLG
PkF = Park Factor
AdjAdjOPS = TAdjOPS*(200/(PkF+100))
Rpf Rk team TEv TOI TBG TAdjOPS OrdOPS PkF AdjAdjOPS
1 1 LAD 3124 2254 1333 .591393 .656 97 .600399
2 2 CLE 3013 2144 1352 .630597 .707 109 .603442
3 3 ARI 3184 2238 1433 .640304 .682 108 .615677
4 4 BOS 3171 2234 1446 .647269 .720 106 .628417
5 5 NYY 3101 2169 1421 .655141 .697 104 .642295
6 13 COL 3290 2275 1600 .703297 .756 116 .651201
7 7 WSN 3192 2230 1489 .667713 .721 102 .661102
8 10 KCR 3192 2194 1481 .675023 .734 104 .661787
9 8 STL 3196 2232 1495 .669803 .729 97 .680003
10 9 LAA 3299 2325 1561 .671398 .740 97 .681622
11 6 HOU 3191 2244 1485 .661765 .699 92 .689339
12 11 CHC 3174 2193 1507 .687187 .719 98 .694128
13 15 TOR 3230 2205 1567 .710658 .749 104 .696724
14 16 TEX 3235 2216 1583 .714350 .762 105 .696927
15 12 TBR 3265 2256 1555 .689273 .729 95 .706947
16 14 PIT 3279 2243 1590 .708872 .763 99 .712434
17 20 MIL 3354 2296 1662 .723868 .769 101 .720267
18 22 ATL 3216 2189 1588 .725445 .757 100 .725445
19 18 SDP 3176 2173 1570 .722503 .764 97 .733506
20 19 SEA 3230 2235 1617 .723490 .766 97 .734508
21 21 CHW 3157 2157 1563 .724618 .753 97 .735653
22 24 DET 3167 2132 1563 .733114 .784 99 .736798
23 17 MIA 3182 2150 1550 .720930 .748 94 .743227
24 23 SFG 3368 2278 1661 .729148 .776 95 .747844
25 26 PHI 3166 2163 1613 .745724 .794 97 .757080
26 28 MIN 3269 2195 1681 .765831 .797 101 .762021
27 25 OAK 3267 2196 1629 .741803 .751 94 .764745
28 27 NYM 3338 2220 1689 .760811 .781 97 .772397
29 29 BAL 3316 2198 1722 .783439 .821 99 .787376
30 30 CIN 3261 2189 1756 .802193 .826 100 .802193
totals: 96603 66423 46762 .704003
hitting: 96603 66587 46767 .702344
Plot of Wins per Game, Y, vs. Share of All Bases per Out, X
.42 .46 .5 .54 .58
.7 +-----------------+-----------------+-----------------+-----------------+
| | | | |
| | | | |
| | | | * |
| | | | |
+-----------------+-----------------+-----------------+----------*------+
| | | | |
| | | | * |
| | | | |
| | | | |
.6 +-----------------+-----------------+-----------------+-----------------+
| | | | * |
| | * * | |
| | | | |
| | | | |
+-----------------+-----------------+-----------------+-----------------+
| | | *| * |
| | | * | |
| | | | |
| | * * | * | |
.5 +-----------------+-----------------+--*--------------+-----------------+
| * * ** | * | |
| | * | | |
| | | | |
| | * | | |
+-----------------+------*-**-------+-----------------+-----------------+
| | ** | | |
| | * | | |
| | * | | |
| | * | | |
.4 +-----------------+-----------------+-----------------+-----------------+
| *| | | |
| | | | |
| | | | |
| | | | |
+---------------*-+-----------------+-----------------+-----------------+
| | | | |
| | | | |
| | | | |
| | | | |
.3 +-----------------+-----------------+-----------------+-----------------+
.42 .46 .5 .54 .58
fit of plotted data above:
total data points = 30
equation is Y = 2.23608*X + -0.616794
R-squared = 0.763515 significance = 9.507929
fit to Adjusted OPS including Field Allowed Runners with no park factors
total data points = 30
equation is W/(W+L) = 0.793013*AdjOPSdiff/1 + 0.500921
R-squared = 0.759902 significance = 9.413774
fit to Adjusted OPS including Field Allowed Runners with park factors
total data points = 30
equation is W/(W+L) = 0.79485*AdjOPSdiff/ParkFactor + 0.501315
R-squared = 0.767515 significance = 9.614463
fit of ordinary OPS share (X) vs. Win share (Y)
total data points = 30
equation is Y = 2.96396*X + -0.982462
R-squared = 0.738788 significance = 8.899015
fit to ordinary OPS with no park factors
total data points = 30
equation is W/(W+L) = 0.991225*ordinaryOPSdiff/1 + 0.499573
R-squared = 0.735839 significance = 8.831527
fit to ordinary OPS with park factors
total data points = 30
equation is W/(W+L) = 0.987585*ordinaryOPSdiff/ParkFactor + 0.499826
R-squared = 0.739918 significance = 8.925164
fit to share of batting average
total data points = 30
equation is Y = 2.89789*X + -0.950062
R-squared = 0.675878 significance = 7.641160
fit to share of on base average
total data points = 30
equation is Y = 3.04828*X + -1.02456
R-squared = 0.665582 significance = 7.465090
fit to share of slugging average
total data points = 30
equation is Y = 2.50701*X + -0.753722
R-squared = 0.685440 significance = 7.811095
- nate
Raw data from Baseball-Reference.com
HITTING
Rpf = rank after adjusting for Park Factor (AdjAdjOPS)
Rk = raw ADJOPS rank
TEv = Team Events = PA + SB + CS
TOC = Team Outs Created = AB-H + CS + SF + SH + GIDP + OoB - ROE
TBP = Team Bases Produced = TB+BB+SB+SF+SH-CS-GIDP+HBP+CI -OoB +XBT + ROE
TAdjOPS = TBP/TOC
OrdOPS = ordinary OBP + SLG
PkF = Park Factor
AdjAdjOPS = AdjOPS*(200/(PkF+100))
Rpf Rk team TEv TOC TBP TAdjOPS OrdOPS PkF AdjAdjOPS
1 2 HOU 3285 2193 1770 .807114 .836 92 .840744
2 1 WSN 3346 2219 1791 .807120 .815 102 .799129
3 5 LAD 3304 2227 1705 .765604 .790 97 .777263
4 3 NYY 3281 2173 1717 .790152 .803 104 .774659
5 8 TBR 3319 2270 1673 .737004 .777 95 .755902
6 6 CIN 3248 2205 1658 .751927 .774 100 .751927
7 4 ARI 3283 2202 1704 .773842 .782 108 .744079
8 7 MIL 3335 2275 1691 .743297 .773 101 .739599
9 10 NYM 3201 2221 1616 .727600 .770 97 .738680
10 14 CHC 3185 2210 1554 .703167 .741 98 .710270
11 12 DET 3132 2148 1518 .706704 .759 99 .710255
12 18 MIA 3139 2168 1490 .687269 .742 94 .708525
13 17 SEA 3279 2237 1552 .693786 .748 97 .704351
14 11 MIN 3221 2194 1552 .707384 .740 101 .703865
15 20 OAK 3159 2218 1509 .680343 .731 94 .701385
16 9 CLE 3154 2144 1571 .732743 .768 109 .701189
17 19 STL 3211 2228 1523 .683573 .746 97 .693983
18 22 CHW 3144 2188 1472 .672761 .737 97 .683006
19 16 TEX 3231 2239 1567 .699866 .739 105 .682796
20 15 BOS 3283 2232 1569 .702957 .763 106 .682483
21 21 ATL 3170 2197 1479 .673191 .734 100 .673191
22 23 BAL 3131 2214 1479 .668022 .730 99 .671379
23 24 PIT 3243 2248 1477 .657028 .707 99 .660330
24 13 COL 3291 2271 1597 .703214 .755 116 .651124
25 27 LAA 3368 2348 1495 .636712 .697 97 .646408
26 28 SDP 3072 2186 1390 .635865 .682 97 .645548
27 25 TOR 3126 2215 1430 .645598 .721 104 .632939
28 26 KCR 3079 2190 1413 .645205 .716 104 .632554
29 30 SFG 3282 2321 1431 .616545 .679 95 .632354
30 29 PHI 3101 2206 1374 .622847 .697 97 .632332
totals: 96603 66587 46767 .702344
PITCHING (inc. WP + BK - IBB) + Field Allowed Runners (IBB + ROE)
Rpf = rank after adjusting for Park Factor (AdjAdjOPS)
Rk = raw ADJOPS rank
TEv = Team Events = Batters Faced + Steal Attempts
TOI = Team Outs Induced = 3*IP
TBG = Team Bases Given = TB+BB+SB+SF+SH-CS-GIDP+HBP + (WP+BK-IBB) + (IBB+ROE)
TAdjOPS = TBG/TOI
OrdOPS = ordinary OBP + SLG
PkF = Park Factor
AdjAdjOPS = TAdjOPS*(200/(PkF+100))
Rpf Rk team TEv TOI TBG TAdjOPS OrdOPS PkF AdjAdjOPS
1 1 LAD 3124 2254 1333 .591393 .656 97 .600399
2 2 CLE 3013 2144 1352 .630597 .707 109 .603442
3 3 ARI 3184 2238 1433 .640304 .682 108 .615677
4 4 BOS 3171 2234 1446 .647269 .720 106 .628417
5 5 NYY 3101 2169 1421 .655141 .697 104 .642295
6 13 COL 3290 2275 1600 .703297 .756 116 .651201
7 7 WSN 3192 2230 1489 .667713 .721 102 .661102
8 10 KCR 3192 2194 1481 .675023 .734 104 .661787
9 8 STL 3196 2232 1495 .669803 .729 97 .680003
10 9 LAA 3299 2325 1561 .671398 .740 97 .681622
11 6 HOU 3191 2244 1485 .661765 .699 92 .689339
12 11 CHC 3174 2193 1507 .687187 .719 98 .694128
13 15 TOR 3230 2205 1567 .710658 .749 104 .696724
14 16 TEX 3235 2216 1583 .714350 .762 105 .696927
15 12 TBR 3265 2256 1555 .689273 .729 95 .706947
16 14 PIT 3279 2243 1590 .708872 .763 99 .712434
17 20 MIL 3354 2296 1662 .723868 .769 101 .720267
18 22 ATL 3216 2189 1588 .725445 .757 100 .725445
19 18 SDP 3176 2173 1570 .722503 .764 97 .733506
20 19 SEA 3230 2235 1617 .723490 .766 97 .734508
21 21 CHW 3157 2157 1563 .724618 .753 97 .735653
22 24 DET 3167 2132 1563 .733114 .784 99 .736798
23 17 MIA 3182 2150 1550 .720930 .748 94 .743227
24 23 SFG 3368 2278 1661 .729148 .776 95 .747844
25 26 PHI 3166 2163 1613 .745724 .794 97 .757080
26 28 MIN 3269 2195 1681 .765831 .797 101 .762021
27 25 OAK 3267 2196 1629 .741803 .751 94 .764745
28 27 NYM 3338 2220 1689 .760811 .781 97 .772397
29 29 BAL 3316 2198 1722 .783439 .821 99 .787376
30 30 CIN 3261 2189 1756 .802193 .826 100 .802193
totals: 96603 66423 46762 .704003
hitting: 96603 66587 46767 .702344
Plot of Wins per Game, Y, vs. Share of All Bases per Out, X
.42 .46 .5 .54 .58
.7 +-----------------+-----------------+-----------------+-----------------+
| | | | |
| | | | |
| | | | * |
| | | | |
+-----------------+-----------------+-----------------+----------*------+
| | | | |
| | | | * |
| | | | |
| | | | |
.6 +-----------------+-----------------+-----------------+-----------------+
| | | | * |
| | * * | |
| | | | |
| | | | |
+-----------------+-----------------+-----------------+-----------------+
| | | *| * |
| | | * | |
| | | | |
| | * * | * | |
.5 +-----------------+-----------------+--*--------------+-----------------+
| * * ** | * | |
| | * | | |
| | | | |
| | * | | |
+-----------------+------*-**-------+-----------------+-----------------+
| | ** | | |
| | * | | |
| | * | | |
| | * | | |
.4 +-----------------+-----------------+-----------------+-----------------+
| *| | | |
| | | | |
| | | | |
| | | | |
+---------------*-+-----------------+-----------------+-----------------+
| | | | |
| | | | |
| | | | |
| | | | |
.3 +-----------------+-----------------+-----------------+-----------------+
.42 .46 .5 .54 .58
fit of plotted data above:
total data points = 30
equation is Y = 2.23608*X + -0.616794
R-squared = 0.763515 significance = 9.507929
fit to Adjusted OPS including Field Allowed Runners with no park factors
total data points = 30
equation is W/(W+L) = 0.793013*AdjOPSdiff/1 + 0.500921
R-squared = 0.759902 significance = 9.413774
fit to Adjusted OPS including Field Allowed Runners with park factors
total data points = 30
equation is W/(W+L) = 0.79485*AdjOPSdiff/ParkFactor + 0.501315
R-squared = 0.767515 significance = 9.614463
fit of ordinary OPS share (X) vs. Win share (Y)
total data points = 30
equation is Y = 2.96396*X + -0.982462
R-squared = 0.738788 significance = 8.899015
fit to ordinary OPS with no park factors
total data points = 30
equation is W/(W+L) = 0.991225*ordinaryOPSdiff/1 + 0.499573
R-squared = 0.735839 significance = 8.831527
fit to ordinary OPS with park factors
total data points = 30
equation is W/(W+L) = 0.987585*ordinaryOPSdiff/ParkFactor + 0.499826
R-squared = 0.739918 significance = 8.925164
fit to share of batting average
total data points = 30
equation is Y = 2.89789*X + -0.950062
R-squared = 0.675878 significance = 7.641160
fit to share of on base average
total data points = 30
equation is Y = 3.04828*X + -1.02456
R-squared = 0.665582 significance = 7.465090
fit to share of slugging average
total data points = 30
equation is Y = 2.50701*X + -0.753722
R-squared = 0.685440 significance = 7.811095
- nate
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