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Copyright © 2017. Jeff Sagarintm. All rights reserved.

2017 American League Batters thru games of April 14 Friday

_______________________________________________________________________
BATTERS ARE LISTED IN THREE TIERS: (all batters are now listed)

(A) at least 3.1 plate appearances * average number of games played per team
(B) between 1 and 3.1 plate appearances per game * average number of games played per team
(C) between 0 and 1 plate appearances * average number of games played per team

the headings over and within each tier tell how many plate appearances
the batters in that particular tier have

predicted RPG = predicted runs/game of entire lineup of given player
  It takes into account all of the player's offensive
  statistics such as W (noting IW), HBP SB CS SH SF
  as well as the normal S D T and HR.
  And of equal importance it takes into account the
  total OUTS made, including SO.

This is the best REAL-LIFE measure of the player's true OFFENSIVE VALUE.
MARKOV CHAIN analysis is the mathematical technique used.
_______________________________________________________________________
Babe Ruth's RPG in 1921 was 15.66, was 16.73 in 1920 and 16.76 in 1923.
Ted Williams's RPG in 1941 was 16.99 and Barry Bonds was 14.82 in 2001
and 16.73 in 2002.
-----------------------------------------------------------------------
Markov Chain RPG represents REAL-LIFE offensive value,
while DOLLAR$ represents FANTASY LEAGUE value.
_______________________________________________________________________

The DOLLAR$ figure has been arrived at by comparing the player's
statistics in the variables relative to FANTASY LEAGUES to those of all
other players in his league (AMERICAN or NATIONAL), and then putting
the results into the context of a typical fantasy league with 11-12 teams,
each with 25 players (15 batters, 10 pitchers) and a $283 salary cap.
The 11-12 teams is per AMERICAN or NATIONAL league. If a fantasy league
is a "mixed league" -- players can be chosen from BOTH major leagues,
then consider the numbers as if the mixed league had 23 fantasy teams.


Batters are rated on FIVE CATEGORIES: (1) RUNS SCORED
  (2) ONBASE (hits+walks+hbp)
  (3) TOTAL BASES
  (4) RUNS BATTED IN
  (5) (SB * SB)/SBA
  where SBA = SB + CS

A sixth category, OPS is listed near the end of each player line.
OPS = OnBaseAverage + SluggingAverage

Note that the category ONBASE is simply the following
measurement of the batter's onbase total:  (H + W + HBP)
And OUTS is simply (AB - H + CS)

The DIBS-RPG is based on the great Defense Independent Pitching Statistics concept of Voros McCracken
and simply applied to batters with a multiplier of (9/8) applied to convert ERA to RPG.

Batter and pitcher DOLLAR$ ratings do NOT take account of POSITION or
STARTING or RELIEF status for batters and pitchers respectively.


By the fact that the DOLLAR$ figure is arrived at by comparing a player
to others STRICTLY within his own league (AMERICAN or NATIONAL),
it could happen that better raw statistics in one league could be worth
a lesser dollar figure than lesser raw statistics in the other league
because they weren't as relatively good in their own league as the
lesser RAW statistics were in their league.
-----------------------------------------------------------------------


2017 American League Batters thru games of April 14 Friday
  31 or more plate appearances (ab+sh+sf+w+hbp)
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 1 Headley, Chase NYY B 12.75  22.15$ 9 14 2 3 2 6 22 35 20 21 0 2.00    1.116
A 2 Sano, Miguel MIN R 11.56  22.52$ 10 9 3 11 0 10 23 31 19 22 0 0.00    1.205
A 3 Garcia, Avisail CHW R 11.51  19.61$ 6 16 1 8 0 2 22 35 19 21 2 0.00    1.129
A 4 Cain, Lorenzo KCR R 11.15  20.65$ 5 12 0 3 4 10 14 33 22 21 0 4.00    0.936
A 5 Davis, Chris BAL L 10.95  18.19$ 7 12 3 4 0 4 24 33 16 21 0 0.00    1.160
A 6 Andrus, Elvis TEX R 10.08  21.17$ 8 14 3 3 2 2 29 38 16 25 1 1.33    1.163
A 7 Castro, Jason MIN L  9.56  15.33$ 5 6 1 7 0 9 10 23 15 17 0 0.00    0.904
A 8 Lindor, Francisco CLE B  9.48  23.05$ 9 12 4 8 1 7 28 38 19 27 1 0.50    1.150
A 9 Donaldson, Josh TOR R  9.22  15.66$ 5 9 2 4 0 6 17 29 15 20 0 0.00    1.015
A 10 Souza, Steven Jr. TBR R  9.14  20.51$ 7 13 2 8 0 7 23 40 20 27 0 0.00    1.001
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 11 Mazara, Nomar TEX L  8.80  22.62$ 9 15 3 12 0 2 26 42 18 27 0 0.00    1.019
A 12 Trout, Mike LAA R  8.79  22.78$ 6 13 3 10 1 5 28 40 18 27 0 1.00    1.091
A 13 Kinsler, Ian DET R  8.28  16.50$ 6 8 2 5 0 7 15 30 16 22 0 0.00    0.921
A 14 Davis, Khris OAK R  8.26  21.21$ 9 13 5 7 0 3 30 42 16 29 0 0.00    1.062
A 15 Moustakas, Mike KCR L  7.84  18.58$ 8 11 4 5 0 3 24 37 14 26 0 0.00    0.999
A 16 Grossman, Robbie MIN B  7.72  14.40$ 7 6 1 3 0 7 11 24 13 18 0 0.00    0.878
A 17 Haniger, Mitch SEA R  7.64  24.59$ 10 12 3 7 2 7 24 44 20 32 0 2.00    0.930
A 18 Gonzalez, Marwin HOU B  7.48  16.20$ 4 6 3 6 1 4 15 26 11 20 0 1.00    0.932
A 19 Morrison, Logan TBR L  7.40  18.71$ 6 12 3 10 0 1 22 36 13 24 0 0.00    0.962
A 20 Perez, Salvador KCR R  7.38  18.27$ 6 11 5 7 0 1 27 38 12 27 0 0.00    1.011
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 21 Holliday, Matt NYY R  7.00  13.90$ 2 8 1 5 0 10 13 33 18 25 0 0.00    0.813
A 22 Escobar, Yunel LAA R  6.81  19.91$ 10 16 1 4 0 3 22 45 19 30 1 0.00    0.885
A 23 Castro, Starlin NYY R  6.78  17.21$ 5 14 2 6 0 1 21 40 15 26 0 0.00    0.891
A 24 Dickerson, Corey TBR L  6.71  16.80$ 4 13 2 5 0 3 23 41 16 28 0 0.00    0.925
A 25 Simmons, Andrelton LAA R  6.62  16.72$ 5 12 1 2 1 5 16 38 17 26 0 1.00    0.816
A 26 Jones, Adam BAL R  6.53  16.31$ 6 10 2 4 0 3 19 36 14 26 0 0.00    0.878
A 27 Altuve, Jose HOU R  6.42  19.53$ 6 14 0 1 3 7 17 43 21 29 0 3.00    0.815
A 28 Ellsbury, Jacoby NYY L  6.32  18.73$ 6 11 1 3 3 1 16 35 13 24 0 3.00    0.808
A 29 Moreland, Mitch BOS L  6.15  14.68$ 5 11 0 1 0 5 19 38 17 27 0 0.00    0.886
A 30 Gallo, Joey TEX L  6.07  20.24$ 6 7 2 9 2 6 16 32 13 25 0 2.00    0.842
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 31 Calhoun, Kole LAA L  5.92  15.85$ 5 12 1 3 0 5 18 41 17 29 0 0.00    0.809
A 32 Alonso, Yonder OAK L  5.90  14.02$ 4 8 1 6 0 4 12 27 12 19 0 0.00    0.832
A 33 Judge, Aaron NYY R  5.89  16.77$ 6 8 3 7 0 4 18 33 12 25 0 0.00    0.870
A 34 Polanco, Jorge MIN B  5.88  14.32$ 4 10 1 4 0 3 16 34 13 24 0 0.00    0.822
A 35 Schoop, Jonathan BAL R  5.86  15.02$ 6 8 2 5 0 1 16 30 10 22 0 0.00    0.846
A 36 Segura, Jean SEA R  5.62  17.82$ 6 10 1 3 3 1 13 32 12 22 0 3.00    0.759
A 37 Dozier, Brian MIN R  5.58  20.25$ 6 11 1 2 5 5 16 40 16 29 0 5.00    0.756
A 38 Lowrie, Jed OAK B  5.51  15.91$ 5 11 1 4 0 5 17 39 16 28 0 0.00    0.791
A 39 Benintendi, Andrew BOS L  5.38  18.59$ 5 10 1 7 1 5 14 38 17 28 0 1.00    0.738
A 40 McCann, Brian HOU L  5.13  14.45$ 4 7 2 6 0 5 14 29 12 22 0 0.00    0.826
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 41 Springer, George HOU R  5.10  20.26$ 7 11 5 9 0 3 27 48 15 39 2 0.00    0.851
A 42 Kepler, Max MIN L  4.97  15.27$ 6 9 1 4 0 3 15 35 13 26 0 0.00    0.762
A 43 Betts, Mookie BOS R  4.96  9.09$ 2 8 0 1 0 4 9 28 12 20 0 0.00    0.696
A 44 Longoria, Evan TBR R  4.90  17.87$ 8 9 2 5 0 7 17 40 16 31 0 0.00    0.758
A 45 Ramirez, Jose CLE B  4.80  14.53$ 3 10 1 6 0 4 15 37 14 27 0 0.00    0.739
A 46 Gardner, Brett NYY L  4.77  16.29$ 7 8 0 0 5 6 10 33 14 25 0 5.00    0.662
A 47 Castellanos, Nicholas DET R  4.63  16.37$ 6 9 2 5 0 3 20 41 12 32 0 0.00    0.761
A 48 Odor, Rougned TEX L  4.52  16.80$ 5 9 3 8 0 1 21 40 11 32 1 0.00    0.787
A 49 Vogt, Stephen OAK L  4.51  10.91$ 3 8 1 2 0 1 14 31 9 23 0 0.00    0.733
A 50 Cabrera, Melky CHW B  4.51  12.41$ 5 8 0 2 0 3 12 31 11 23 0 0.00    0.711
2017 American League Batters thru games of April 14 Friday
  31 or more plate appearances (ab+sh+sf+w+hbp)
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 51 Gomez, Carlos TEX R  4.31  15.86$ 6 7 3 4 0 4 18 40 13 34 1 0.00    0.733
A 52 Morales, Kendrys TOR B  4.30  15.01$ 4 9 1 6 0 4 14 38 14 29 0 0.00    0.694
A 53 Brantley, Michael CLE L  4.28  12.67$ 1 7 1 6 1 3 12 29 10 22 0 1.00    0.726
A 54 Upton, Justin DET R  4.22  13.88$ 6 5 1 3 1 5 9 26 11 22 1 0.50    0.690
A 55 Cabrera, Miguel DET R  4.21  13.05$ 3 6 2 4 0 8 12 33 14 28 1 0.00    0.705
A 56 Semien, Marcus OAK R  4.19  16.71$ 5 6 0 1 4 10 8 35 17 29 0 4.00    0.598
A 57 Miller, Brad TBR L  4.09  16.11$ 7 8 1 4 0 7 14 39 15 31 0 0.00    0.685
A 58 Seager, Kyle SEA L  4.09  13.21$ 2 9 0 5 0 7 11 36 17 27 0 0.00    0.675
A 59 Iglesias, Jose DET R  4.02  12.78$ 4 8 1 5 0 0 14 32 8 24 0 0.00    0.688
A 60 Bregman, Alex HOU R  3.98  13.27$ 2 9 0 2 1 5 11 39 16 30 0 1.00    0.630
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 61 Cano, Robinson SEA L  3.97  15.70$ 3 10 1 8 0 5 16 43 15 33 0 0.00    0.685
A 62 Beltran, Carlos HOU B  3.93  12.45$ 1 13 0 5 0 1 16 43 14 30 0 0.00    0.690
A 63 Young, Chris BOS R  3.83  12.52$ 7 8 0 1 0 4 10 32 12 24 0 0.00    0.646
A 64 Joyce, Matt OAK L  3.78  10.27$ 2 6 1 4 0 3 10 28 9 22 0 0.00    0.647
A 65 Encarnacion, Edwin CLE R  3.70  10.97$ 3 7 1 1 0 7 11 36 14 29 0 0.00    0.631
A 66 Espinosa, Danny LAA B  3.66  15.64$ 3 8 3 12 0 1 17 38 10 31 1 0.00    0.691
A 67 Torreyes, Ronald NYY R  3.56  12.15$ 2 8 1 8 0 0 13 32 8 24 0 0.00    0.656
A 68 Pedroia, Dustin BOS R  3.54  13.98$ 3 12 0 5 0 3 13 40 15 29 1 0.00    0.666
A 69 Maybin, Cameron LAA R  3.39  13.13$ 5 6 1 2 1 3 10 30 9 24 0 1.00    0.606
A 70 Tulowitzki, Troy TOR R  3.29  13.57$ 2 8 1 9 0 2 15 37 10 29 0 0.00    0.655
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 71 Santana, Carlos CLE B  3.18  15.90$ 6 8 1 6 0 5 14 43 13 35 0 0.00    0.596
A 72 Correa, Carlos HOU R  3.11  15.11$ 6 11 1 3 0 3 14 44 15 33 0 0.00    0.624
A 73 Machado, Manny BAL R  3.11  13.68$ 3 5 1 5 1 5 10 33 10 28 0 1.00    0.566
A 74 Napoli, Mike TEX R  3.11  13.11$ 4 6 2 4 0 3 13 38 11 32 0 0.00    0.598
A 75 Healy, Ryon OAK R  3.10  12.93$ 4 8 2 3 0 2 16 43 10 35 0 0.00    0.594
A 76 Davis, Rajai OAK R  3.05  15.64$ 4 8 1 6 1 3 16 41 11 34 1 0.50    0.635
A 77 Diaz, Yandy CLE R  2.90  12.30$ 6 9 0 1 0 4 10 37 13 28 0 0.00    0.587
A 78 Sandoval, Pablo BOS B  2.87  13.71$ 5 5 2 7 0 3 12 35 8 30 0 0.00    0.548
A 79 Trumbo, Mark BAL R  2.86  15.29$ 5 7 1 6 1 2 11 35 9 28 0 1.00    0.558
A 80 Reddick, Josh HOU L  2.85  11.33$ 4 9 0 2 0 2 10 32 11 24 1 0.00    0.627
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 81 Pillar, Kevin TOR R  2.80  6.68$ 1 10 0 0 0 1 11 37 12 28 1 0.00    0.605
A 82 Dyson, Jarrod SEA L  2.78  14.82$ 4 7 0 2 3 2 9 36 11 29 0 3.00    0.518
A 83 Cruz, Nelson SEA R  2.78  12.40$ 2 8 1 5 0 5 12 41 13 33 0 0.00    0.569
A 84 Kiermaier, Kevin TBR L  2.72  12.55$ 4 9 0 0 2 5 12 43 15 35 1 1.33    0.585
A 85 Pujols, Albert LAA R  2.48  13.91$ 3 9 1 7 0 3 13 44 12 35 0 0.00    0.551
A 86 Hardy, J.J. BAL R  2.42  8.23$ 1 6 1 4 0 1 9 30 7 24 0 0.00    0.526
A 87 Choo, Shin-Soo TEX L  2.42  11.10$ 4 8 0 2 0 4 8 35 12 27 0 0.00    0.536
A 88 Mondesi, Raul KCR B  2.35  12.09$ 3 4 1 2 4 1 7 29 5 25 0 4.00    0.408
A 89 Escobar, Alcides KCR R  2.12  6.31$ 2 7 0 0 0 2 9 34 9 27 0 0.00    0.515
A 90 Plouffe, Trevor OAK R  2.10  10.59$ 3 7 1 3 0 2 10 36 9 29 0 0.00    0.509
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 91 Moss, Brandon KCR L  2.07  7.37$ 2 2 1 2 0 6 5 26 8 24 0 0.00    0.435
A 92 Hosmer, Eric KCR L  2.01  9.20$ 1 7 1 4 0 2 10 39 9 32 0 0.00    0.476
A 93 Abreu, Jose CHW R  1.96  10.77$ 2 8 0 5 0 2 9 36 10 28 0 0.00    0.513
A 94 Gordon, Alex KCR L  1.77  11.72$ 3 8 0 4 0 2 10 41 11 34 1 0.00    0.494
A 95 Gurriel, Yuli HOU R  1.72  7.81$ 2 8 0 1 0 0 9 33 8 26 1 0.00    0.515
A 96 Anderson, Tim CHW R  1.68  11.55$ 4 6 1 2 1 1 9 39 7 33 0 1.00    0.406
A 97 Mauer, Joe MIN L  1.62  10.39$ 3 6 0 5 0 3 6 32 9 26 0 0.00    0.445
A 98 Bautista, Jose TOR R  1.60  10.90$ 6 5 0 1 0 6 7 37 11 32 0 0.00    0.439
A 99 Rosario, Eddie MIN L  1.47  9.38$ 1 6 0 3 1 2 7 36 8 30 0 1.00    0.405
A 100 Martinez, Victor DET B  1.39  7.90$ 1 6 0 3 0 3 6 34 10 28 0 0.00    0.433
2017 American League Batters thru games of April 14 Friday
  31 or more plate appearances (ab+sh+sf+w+hbp)
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

A 101 Zunino, Mike SEA R  1.33  5.82$ 1 6 0 1 0 1 7 31 7 25 0 0.00    0.445
A 102 Martin, Russell TOR R  1.32  6.96$ 3 2 0 0 1 7 3 28 9 26 0 1.00    0.364
A 103 Norris, Derek TBR R  1.17  10.74$ 3 5 0 4 1 1 5 29 7 24 0 1.00    0.391
A 104 Beckham, Tim TBR R  1.07  4.33$ 2 5 0 0 0 1 6 30 6 25 0 0.00    0.394
A 105 Valencia, Danny SEA R  0.88  6.64$ 1 5 0 2 0 3 6 38 8 33 0 0.00    0.348
A 106 Orlando, Paulo KCR R  0.82  7.82$ 3 5 0 2 0 1 5 32 7 27 0 0.00    0.362
A 107 Travis, Devon TOR R  0.40  6.24$ 2 4 0 2 0 2 4 38 6 34 0 0.00    0.255
A 108 Martin, Leonys SEA L  0.40  3.46$ 1 3 0 0 2 1 3 36 4 34 1 1.33    0.191
A 109 Buxton, Byron MIN R  0.39  3.48$ 1 3 0 0 1 1 4 37 4 34 0 1.00    0.213
--------------------------------------------------------------------------------------------------------------------
2017 American League Batters thru games of April 14 Friday
  11 to 30 plate appearances (ab+sh+sf+w+hbp)
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

B 1 Gimenez, Chris MIN R 13.48  2.99$ 0 3 0 2 0 4 4 9 7 6 0 0.00    0.983
B 2 Chirinos, Robinson TEX R 12.88  10.54$ 4 4 1 6 0 1 8 10 5 6 0 0.00    1.255
B 3 Hicks, Aaron NYY B 11.72  12.32$ 3 5 2 5 0 5 12 16 10 12 1 0.00    1.226
B 4 Soto, Geovany CHW R 11.20  11.51$ 3 4 3 5 0 3 13 15 7 11 0 0.00    1.256
B 5 Romine, Andrew DET B  9.55  11.75$ 5 6 1 4 0 0 12 16 6 10 0 0.00    1.125
B 6 Davidson, Matt CHW R  9.51  16.30$ 5 8 3 9 0 1 20 22 9 15 1 0.00    1.300
B 7 Gattis, Evan HOU R  8.85  11.19$ 3 6 0 4 0 5 8 19 11 13 0 0.00    0.879
B 8 Motter, Taylor SEA R  8.83  11.28$ 5 6 1 2 0 1 13 18 7 12 0 0.00    1.091
B 9 Aoki, Norichika HOU L  8.77  10.24$ 3 7 1 2 0 2 11 20 9 13 0 0.00    0.959
B 10 Mancini, Trey BAL R  8.77  11.28$ 3 5 2 5 0 2 12 17 7 12 0 0.00    1.074
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

B 11 Ruiz, Carlos SEA R  8.25  4.62$ 2 2 0 1 0 1 3 8 5 6 0 0.00    0.830
B 12 Barney, Darwin TOR R  8.06  3.97$ 1 4 0 1 0 1 4 10 5 6 0 0.00    0.855
B 13 Bogaerts, Xander BOS R  8.01  14.12$ 2 10 0 4 2 2 10 25 12 15 0 2.00    0.844
B 14 Rosales, Adam OAK R  7.44  2.50$ 1 4 0 0 0 1 5 11 5 7 0 0.00    0.871
B 15 Smith, Seth BAL L  7.31  13.00$ 6 6 2 3 0 1 14 22 8 16 0 0.00    0.970
B 16 Castillo, Welington BAL R  7.10  11.70$ 3 10 0 3 0 1 12 26 11 16 0 0.00    0.869
B 17 Weeks, Rickie TBR R  7.05  6.35$ 2 3 1 2 0 1 7 11 4 8 0 0.00    0.970
B 18 Romine, Austin NYY R  7.04  9.03$ 3 5 1 2 0 2 9 16 7 11 0 0.00    0.931
B 19 Escobar, Eduardo MIN B  6.95  9.16$ 3 4 1 4 0 1 7 14 6 10 0 0.00    0.875
B 20 Bourjos, Peter TBR R  6.63  7.54$ 2 2 1 2 1 2 5 10 4 8 0 1.00    0.833
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

B 21 Almonte, Abraham CLE B  6.15  11.35$ 3 5 0 2 1 6 6 20 11 15 0 1.00    0.723
B 22 McCann, James DET R  5.97  11.88$ 3 4 3 5 0 4 13 24 8 20 0 0.00    0.827
B 23 Bradley, Jackie Jr. BOS L  5.31  9.60$ 3 4 0 2 1 2 6 14 6 10 0 1.00    0.782
B 24 Saladino, Tyler CHW R  5.25  8.04$ 2 6 0 0 1 5 8 24 12 19 1 0.50    0.733
B 25 Jackson, Austin CLE R  5.18  5.51$ 1 4 0 1 0 3 6 16 7 12 0 0.00    0.743
B 26 Garcia, Leury CHW B  5.17  4.30$ 1 4 0 0 1 1 7 14 6 12 2 0.33    0.875
B 27 Jones, JaCoby DET R  5.16  12.96$ 3 6 1 4 1 4 12 25 10 20 1 0.50    0.825
B 28 Smith, Mallex TBR L  5.11  9.50$ 2 6 0 0 3 3 7 22 9 16 0 3.00    0.678
B 29 Collins, Tyler DET L  4.92  11.54$ 5 8 1 2 0 1 11 24 9 17 1 0.00    0.818
B 30 Leon, Sandy BOS B  4.87  11.88$ 3 8 1 5 0 0 13 27 8 19 0 0.00    0.778
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

B 31 Cuthbert, Cheslor KCR R  4.55  3.33$ 1 2 1 1 0 1 5 11 3 9 0 0.00    0.705
B 32 Marisnick, Jake HOU R  4.54  5.76$ 3 2 1 1 0 2 5 10 4 9 1 0.00    0.833
B 33 Marte, Jefry LAA R  4.32  9.06$ 3 4 1 3 0 2 7 19 7 15 0 0.00    0.687
B 34 Ramirez, Hanley BOS R  4.24  11.15$ 3 7 0 4 0 3 9 25 10 19 1 0.00    0.717
B 35 Kim, Hyun Soo BAL L  4.08  3.87$ 1 4 0 1 0 0 5 13 4 9 0 0.00    0.692
B 36 Smoak, Justin TOR B  3.99  9.90$ 2 7 1 3 0 1 12 28 8 21 0 0.00    0.704
B 37 Hernandez, Marco BOS L  3.37  8.07$ 3 6 0 2 0 0 7 20 6 14 0 0.00    0.650
B 38 Revere, Ben LAA L  3.27  3.90$ 3 3 0 0 0 1 5 14 4 11 0 0.00    0.624
B 39 Cron, C.J. LAA R  2.99  8.07$ 3 7 0 1 0 1 7 23 8 16 0 0.00    0.624
B 40 Frazier, Todd CHW R  2.91  10.23$ 4 3 1 1 1 4 7 25 7 22 0 1.00    0.521
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

B 41 Maldonado, Martin LAA R  2.82  7.30$ 1 6 0 2 0 1 7 26 9 20 0 0.00    0.580
B 42 Lucroy, Jonathan TEX R  2.79  9.62$ 3 6 1 3 0 1 9 28 7 22 0 0.00    0.563
B 43 Naquin, Tyler CLE L  2.58  4.38$ 3 4 0 0 0 1 5 17 5 13 0 0.00    0.572
B 44 Carter, Chris NYY R  2.38  6.18$ 2 3 0 2 0 2 5 17 5 14 0 0.00    0.544
B 45 Gomes, Yan CLE R  2.15  6.23$ 3 2 1 1 0 3 5 22 5 20 0 0.00    0.427
B 46 Holt, Brock BOS L  2.13  2.39$ 1 1 0 1 0 4 1 11 5 10 0 0.00    0.424
B 47 Sanchez, Gary NYY R  1.98  4.98$ 1 3 1 2 0 1 6 20 4 18 1 0.00    0.490
B 48 Narvaez, Omar CHW L  1.93  0.00$ 0 2 0 1 0 2 2 12 4 10 0 0.00    0.452
B 49 Profar, Jurickson TEX B  1.89  5.81$ 2 3 0 2 0 3 3 17 6 14 0 0.00    0.476
B 50 Robertson, Daniel TBR R  1.80  2.12$ 1 4 0 0 0 1 4 17 5 13 0 0.00    0.513
2017 American League Batters thru games of April 14 Friday
  11 to 30 plate appearances (ab+sh+sf+w+hbp)
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

B 51 Carrera, Ezequiel TOR L  1.55  0.39$ 0 3 0 1 0 0 4 16 3 13 0 0.00    0.438
B 52 Guyer, Brandon CLE R  1.00  1.79$ 2 2 0 0 0 0 2 16 4 14 0 0.00    0.347
B 53 Mahtook, Mikie DET R  0.96  2.03$ 1 1 0 1 0 1 2 14 3 13 0 0.00    0.330
B 54 Rua, Ryan TEX R  0.90  2.76$ 4 2 0 0 0 1 2 13 3 11 0 0.00    0.368
B 55 Pearce, Steve TOR R  0.77  2.55$ 1 4 0 0 0 2 4 28 6 24 0 0.00    0.343
B 56 Canha, Mark OAK R  0.75  -1.89$ 0 2 0 0 0 0 3 19 3 17 0 0.00    0.308
B 57 Asche, Cody CHW L  0.72  4.93$ 3 2 0 1 0 2 2 20 5 18 0 0.00    0.317
B 58 Bird, Greg NYY L  0.45  -1.85$ 0 1 0 0 0 3 2 23 4 22 0 0.00    0.241
B 59 Perez, Roberto CLE R  0.14  -1.90$ 0 1 0 2 0 0 1 13 1 12 0 0.00    0.148
B 60 May, Jacob CHW B  0.11  -0.07$ 1 0 0 2 0 1 0 14 2 14 0 0.00    0.125
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

B 61 Gentry, Craig BAL R  0.00  -8.11$ 0 0 0 0 0 0 0 12 0 12 0 0.00    0.000
--------------------------------------------------------------------------------------------------------------------
2017 American League Batters thru games of April 14 Friday
  10 or fewer plate appearances (ab+sh+sf+w+hbp)
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

C 1 Avila, Alex DET L 45.49  7.99$ 1 5 1 3 0 2 10 8 7 3 0 0.00    1.950
C 2 Vazquez, Christian BOS R 43.21  10.05$ 2 5 0 2 1 0 9 8 7 3 0 1.00    1.825
C 3 Freeman, Mike SEA L 28.20  4.40$ 2 2 1 1 0 1 5 4 3 2 0 0.00    1.850
C 4 Pennington, Cliff LAA B 27.40  1.92$ 1 1 0 1 0 3 1 3 4 2 0 0.00    1.000
C 5 Peterson, Shane TBR L 13.31  4.05$ 1 2 1 3 0 0 5 5 2 3 0 0.00    1.400
C 6 Kluber, Corey CLE R 11.55  -4.52$ 0 1 0 0 0 0 1 2 1 1 0 0.00    1.000
C 7 Chisenhall, Lonnie CLE L 11.17  5.32$ 1 2 1 5 0 0 6 6 2 4 0 0.00    1.333
C 8 Sucre, Jesus TBR R  9.52  6.06$ 1 3 1 4 0 1 6 9 4 6 0 0.00    1.067
C 9 Goins, Ryan TOR L  4.72  -3.68$ 0 1 0 0 0 1 1 4 2 3 0 0.00    0.650
C 10 Garcia, Willy CHW R  4.15  -3.86$ 0 1 0 0 0 0 2 4 1 3 0 0.00    0.750
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

C 11 Sanchez, Carlos CHW B  2.43  0.05$ 1 2 0 0 0 0 3 9 2 7 0 0.00    0.556
C 12 Kozma, Pete NYY R  1.81  -3.53$ 1 0 0 0 0 1 0 2 1 2 0 0.00    0.333
C 13 Selsky, Steve BOS R  1.73  -3.86$ 0 1 0 0 0 0 2 6 1 5 0 0.00    0.500
C 14 Phegley, Josh OAK R  0.93  -3.03$ 0 2 0 0 0 0 2 10 2 8 0 0.00    0.400
C 15 Heredia, Guillermo SEA R  0.57  -1.95$ 1 1 0 0 0 0 1 7 1 6 0 0.00    0.286
C 16 Saltalamacchia, Jarrod TOR B  0.38  -1.95$ 1 1 0 0 0 0 1 7 1 6 0 0.00    0.286
C 17 Perez, Carlos LAA R  0.21  -2.67$ 0 1 0 1 0 0 1 10 1 9 0 0.00    0.200
C 18 Santana, Danny MIN B  0.21  -4.52$ 0 1 0 0 0 0 1 10 1 9 0 0.00    0.200
C 19 Bauer, Trevor CLE R  0.01  -8.11$ 0 0 0 0 0 0 0 2 0 2 0 0.00    0.000
C 20 Colon, Christian KCR R  0.01  -8.11$ 0 0 0 0 0 0 0 2 0 2 0 0.00    0.000
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

C 21 Flaherty, Ryan BAL L  0.01  -8.11$ 0 0 0 0 0 0 0 1 0 1 0 0.00    0.000
C 22 Higashioka, Kyle NYY R  0.01  -5.54$ 1 0 0 0 0 0 0 4 0 4 0 0.00    0.000
C 23 Martinez, Michael CLE B  0.01  -8.11$ 0 0 0 0 0 0 0 0 0 0 0 0.00    0.000
C 24 Robinson, Drew TEX L  0.01  -8.11$ 0 0 0 0 0 0 0 2 0 2 0 0.00    0.000
C 25 Smith, Kevan CHW R  0.01  -8.11$ 0 0 0 0 0 0 0 3 0 3 0 0.00    0.000
C 26 Rickard, Joey BAL R  0.01  -8.11$ 0 0 0 0 0 0 0 6 0 7 1 0.00    0.000
C 27 Machado, Dixon DET R  0.01  -8.11$ 0 0 0 0 0 0 0 5 0 5 0 0.00    0.000
C 28 Joseph, Caleb BAL R  0.01  -8.11$ 0 0 0 0 0 0 0 8 0 8 0 0.00    0.000
C 29 Butera, Drew KCR R  0.00  -8.11$ 0 0 0 0 0 0 0 4 0 4 0 0.00    0.000
C 30 DeShields, Delino TEX R  0.00  -7.04$ 0 0 0 0 1 0 0 6 0 7 1 0.50    0.000
   markov
   RPG  DOL$ R H HR RBI SB W TB AB ONBASE OUTS CS SB*SB/SBA  OPS

C 31 Kelly, Ty TOR B  0.00  -8.11$ 0 0 0 0 0 0 0 1 0 1 0 0.00    0.000
C 32 Tomlin, Josh CLE R  0.00  -8.11$ 0 0 0 0 0 0 0 2 0 2 0 0.00    0.000
--------------------------------------------------------------------------------------------------------------------

end of batters



unadjusted RPG for SUBSET= 4.32778 3.84692 tb/out=0.51428
unadjusted RPG for TOTALS= 4.24664 3.77479 tb/out=0.50837

  0. minimum plate appearances ( 31 11- 30 0- 10)

unadjusted ratings standard= 4.35887 actual= 4.35887

  109 202

  1065.0 2163.0
  3886.0 5134.0
  935.0 1223.0
  614.0 800.0
  178.0 236.0
  11.0 16.0
  132.0 171.0
  1531.0 2004.0
  487.0 641.0
  464.0 609.0
  10.0 16.0
  26.0 31.0
  405.0 524.0
  23.0 23.0
  35.0 52.0
  5.0 5.0
  4367.0 5762.0
  922.0 1223.0
  106.0 134.0
  63.0 77.0
  20.0 32.0

2017 American League Batters thru games of April 14 Friday

HITTING=$ 174.90 PITCHING=$ 108.10 TEAMS=11.50 HITTERS=15 PITCHERS=10
  15 10

  top 173 ($ 173) BATTERS all 202

  1.83344 0.57797 RUNS 1.00 1.58013 0.82452
  3.12193 0.73874 ON BASE 1.00 2.75329 1.15409
  3.25827 0.94123 TOTAL BASES 1.00 2.85606 1.33136
  1.69655 0.80354 RBI 1.00 1.45299 0.95298
  0.30100 0.56886 NET STEALS 1.00 0.25779 0.53676
  11.66024 5.47688 DOLLARS 5.00 9.20746 7.92457

MEAN HITBY= 1 NBAT= 1 NOUTS= 2 onb= 1007 emult= 0.0100 brk= 17
BFP=5757. ER=. BFP/ER=Inf
BAV= 0.242 USED= 0 NORM= 0
BAV= 0.238 USED= 0 NORM= 0 nstart= 2 Program MROOT

end of file
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