Minute Projections for players of the 2014 NBA DRAFT
Posted: Mon Jun 23, 2014 4:07 pm
This is going to be a gigantic post, so I made a new thread instead of adding to the draft model thread
The purpose of this was to project 'Minutes played per NBA season since draft year' for players that have entered the 2014 NBA draft and have played at least one year of college. No combine data was used except for height and weight
Starting with 2003 I'm going to show what the model would have predicted back then, so people can get a feel for how good this works in reality. The predictions use absolutely no data other than what was available at the time of the draft. So, the model that 'predicts' the 2003 NBA draft only uses data from April 2003 and earlier, etc. As such, the model coefficients are going to be different for every year. Since this consitutes real out-of-sample-testing there are going to be a bunch of misses
2003
OOS R^2: 0.28
Non-zero coefficients in the sparse model: 4.
2 most important coefficients: PTS_tot*SOS, MOV*SOS
The minute projections are generally too low here because players from drafts a couple of years earlier haven't played much (until that point). It's far too low on Wade, Bosh and West; too high on Sweetney, Troy Bell and Reece Gaines
2004
OOS R^2: 0.38
Non-zero coefficients in the sparse model: 7
2 most important coefficients: Age, MOV*SOS
Has Andre Emmet way too high; Iguodala, Trevor Ariza and Kevin Martin way too low. Otherwise pretty solid
2005
OOS R^2: 0.2
Non-zero coefficients in the sparse model: 11
2 most important coefficients: DRB_tot*SOS, TS%
Definitely missed on Chris Paul
2006
OOS R^2: 0.23
Non-zero coefficients in the sparse model: 10
2 most important coefficients: Age, TS%
Too low on Rondo and Millsap, too high on Shelden/Shawne Williams. Has Adam Morrison at #38, got picked 3rd.
2007
OOS R^2: 0.22
Non-zero coefficients in the sparse model: 10
2 most important coefficients: Age, MOV*SOS
Durant gets the highest minute-projection yet. Oden is #13
2008
OOS R^2: 0.24
Non-zero coefficients in the sparse model: 6
2 most important coefficients: Age, MOV*SOS
Kevin Love gets an ever higher minute-projection than Kevin Durant. Has Ryan Anderson, who got picked 21st, 4th and absolutely nails his projection. Big misses with DeAndre Jordan and Javale McGee
2009
OOS R^2: 0.26
Non-zero coefficients in the sparse model: 11
2 most important coefficients: Age, MOV*SOS
Misses big on DeMar DeRozan and Taj Gibson, and somewhat on Blake Griffin. Has Thabeet at #15, got picked 2nd. Interestingly has Danny Green at #3, who got picked 46th. Had Lawson, who got picked at 18, first and nailed his projection
2010
OOS R^2: 0.42
Non-zero coefficients in the sparse model: 11
2 most important coefficients: Age, MOV*SOS
Very good year for the model with a very high OOS R^2. Misses big with Xavier Henry and Andy Rautins. Not high enough on Paul George and DeMarcus Cousins
2011
OOS R^2: 0.25
Non-zero coefficients in the sparse model: 10
2 most important coefficients: Age, STL_tot
'Total Steals' makes it into the top 2 coefficients for the first time.
Several misses all over the place: Darius Morris, Chandler Parsons, Jordan Hamilton and others. Has Kyrie Irving at #21, at around 1000 MP/season too low. Was extremely high on Kawhi Leonard, though (3rd), who got picked 15th. High projection for Kemba Walker, who has even surpassed it
2012
OOS R^2: 0.22
Non-zero coefficients in the sparse model: 9
2 most important coefficients: Age, STL_tot
Anthony Davis with the 3rd highest projection ever. Misses big with Jared Cunningham, Terrence Ross, Harrison Barnes. It's a lot higher on Sullinger than his actual pick number (3 vs 21) but I remember that his back was a red flag. 4th highest and spot-on projection for Draymond Green, who got picked 35th. Exact same situation with Crowder, who had the 5th highest projection (which was only a tad too high), and got picked 34th
2013
OOS R^2: 0.40
Non-zero coefficients in the sparse model: 10
2 most important coefficients: Age, STL_tot
Good year for the model with a OOS R^2. Too high on Porter, Noel, Shane Larkin. Had Anthony Bennett at #12 and he even played less than projected. Had Nate Wolters 14th, got picked 38th and seems to be decent. Lots of good projections all around
2014
Final coefficients in the sparse model
For this draft it projects Kyle Anderson and Elfrid Payton to play lots of minutes (4th and 5th highest projection ever). Embiid is ranked 26th. Doug McDermott, mocked at #8, is ranked 27th. Zach Lavine, mocked at #13, is ranked 51st
The purpose of this was to project 'Minutes played per NBA season since draft year' for players that have entered the 2014 NBA draft and have played at least one year of college. No combine data was used except for height and weight
Starting with 2003 I'm going to show what the model would have predicted back then, so people can get a feel for how good this works in reality. The predictions use absolutely no data other than what was available at the time of the draft. So, the model that 'predicts' the 2003 NBA draft only uses data from April 2003 and earlier, etc. As such, the model coefficients are going to be different for every year. Since this consitutes real out-of-sample-testing there are going to be a bunch of misses
2003
Code: Select all
╔══════╦════════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬════════════════════╬═══════════╬══════════════╣
║ 1 ║ Carmelo Anthony ║ 2687 ║ 1652 ║
║ 2 ║ Nick Collison ║ 1544 ║ 1490 ║
║ 3 ║ Kyle Korver ║ 1825 ║ 1346 ║
║ 4 ║ Kirk Hinrich ║ 2457 ║ 1283 ║
║ 5 ║ Mike Sweetney ║ 451 ║ 1152 ║
║ 6 ║ Keith Bogans ║ 1621 ║ 1137 ║
║ 7 ║ Dwyane Wade ║ 2567 ║ 1120 ║
║ 8 ║ Matt Bonner ║ 1161 ║ 1058 ║
║ 9 ║ Josh Howard ║ 1769 ║ 1019 ║
║ 10 ║ Chris Bosh ║ 2701 ║ 994 ║
║ 11 ║ Troy Bell ║ 4 ║ 976 ║
║ 12 ║ Reece Gaines ║ 75 ║ 962 ║
║ 13 ║ David West ║ 2145 ║ 886 ║
║ 14 ║ Chris Kaman ║ 1832 ║ 884 ║
║ 15 ║ Brian Cook ║ 671 ║ 792 ║
║ 16 ║ Jarvis Hayes ║ 1237 ║ 792 ║
║ 17 ║ Mo Williams ║ 2052 ║ 733 ║
║ 18 ║ Dahntay Jones ║ 944 ║ 729 ║
║ 19 ║ Jerome Beasley ║ 0 ║ 634 ║
║ 20 ║ Luke Ridnour ║ 1946 ║ 630 ║
║ 21 ║ Steve Blake ║ 1799 ║ 569 ║
║ 22 ║ Willie Green ║ 1356 ║ 551 ║
║ 23 ║ Marcus Banks ║ 696 ║ 503 ║
║ 24 ║ Luke Walton ║ 1058 ║ 490 ║
║ 25 ║ T.J. Ford ║ 1461 ║ 410 ║
║ 26 ║ Jason Kapono ║ 1099 ║ 280 ║
║ 27 ║ Brandon Hunter ║ 78 ║ 273 ║
║ 28 ║ James Jones ║ 1057 ║ 231 ║
║ 29 ║ Travis Hansen ║ 63 ║ 103 ║
║ 30 ║ Derrick Zimmerman ║ 4 ║ -17 ║
╚══════╩════════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 4.
2 most important coefficients: PTS_tot*SOS, MOV*SOS
The minute projections are generally too low here because players from drafts a couple of years earlier haven't played much (until that point). It's far too low on Wade, Bosh and West; too high on Sweetney, Troy Bell and Reece Gaines
2004
Code: Select all
╔══════╦═══════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬═══════════════════╬═══════════╬══════════════╣
║ 1 ║ Luol Deng ║ 2389 ║ 1757 ║
║ 2 ║ Emeka Okafor ║ 2081 ║ 1649 ║
║ 3 ║ Delonte West ║ 1480 ║ 1594 ║
║ 4 ║ Jameer Nelson ║ 1860 ║ 1529 ║
║ 5 ║ Ben Gordon ║ 2217 ║ 1462 ║
║ 6 ║ Devin Harris ║ 1907 ║ 1284 ║
║ 7 ║ Chris Duhon ║ 1838 ║ 1239 ║
║ 8 ║ Andre Emmett ║ 9 ║ 1152 ║
║ 9 ║ Tony Allen ║ 1151 ║ 1102 ║
║ 10 ║ Kirk Snyder ║ 442 ║ 1082 ║
║ 11 ║ Andre Iguodala ║ 2902 ║ 928 ║
║ 12 ║ Josh Childress ║ 1288 ║ 887 ║
║ 13 ║ Kris Humphries ║ 1099 ║ 875 ║
║ 14 ║ Rafael Araujo ║ 198 ║ 871 ║
║ 15 ║ David Harrison ║ 335 ║ 763 ║
║ 16 ║ Lionel Chalmers ║ 54 ║ 742 ║
║ 17 ║ Matt Freije ║ 73 ║ 690 ║
║ 18 ║ Jackson Vroman ║ 138 ║ 550 ║
║ 19 ║ Luis Flores ║ 9 ║ 545 ║
║ 20 ║ Trevor Ariza ║ 1597 ║ 506 ║
║ 21 ║ Kevin Martin ║ 1856 ║ 402 ║
║ 22 ║ Antonio Burks ║ 98 ║ 386 ║
║ 23 ║ Royal Ivey ║ 682 ║ 338 ║
║ 24 ║ Justin Reed ║ 179 ║ 308 ║
║ 25 ║ Bernard Robinson ║ 238 ║ 244 ║
║ 26 ║ Pape Sow ║ 109 ║ -43 ║
╚══════╩═══════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 7
2 most important coefficients: Age, MOV*SOS
Has Andre Emmet way too high; Iguodala, Trevor Ariza and Kevin Martin way too low. Otherwise pretty solid
2005
Code: Select all
╔══════╦═════════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬═════════════════════╬═══════════╬══════════════╣
║ 1 ║ Andrew Bogut ║ 1765 ║ 1903 ║
║ 2 ║ Luther Head ║ 974 ║ 1729 ║
║ 3 ║ Sean May ║ 233 ║ 1651 ║
║ 4 ║ Raymond Felton ║ 2611 ║ 1599 ║
║ 5 ║ Marvin Williams ║ 2068 ║ 1509 ║
║ 6 ║ Rashad McCants ║ 629 ║ 1370 ║
║ 7 ║ Jarrett Jack ║ 2129 ║ 1296 ║
║ 8 ║ Deron Williams ║ 2616 ║ 1237 ║
║ 9 ║ Salim Stoudamire ║ 334 ║ 1232 ║
║ 10 ║ Brandon Bass ║ 1287 ║ 1218 ║
║ 11 ║ Chris Paul ║ 2534 ║ 1206 ║
║ 12 ║ Channing Frye ║ 1494 ║ 1184 ║
║ 13 ║ Chris Taft ║ 18 ║ 1169 ║
║ 14 ║ Ryan Gomes ║ 1678 ║ 1097 ║
║ 15 ║ Antoine Wright ║ 714 ║ 1072 ║
║ 16 ║ Danny Granger ║ 2128 ║ 1015 ║
║ 17 ║ Charlie Villanueva ║ 1506 ║ 1002 ║
║ 18 ║ Ike Diogu ║ 349 ║ 1000 ║
║ 19 ║ Nate Robinson ║ 1549 ║ 986 ║
║ 20 ║ Wayne Simien ║ 63 ║ 962 ║
║ 21 ║ Daniel Ewing ║ 210 ║ 946 ║
║ 22 ║ Von Wafer ║ 309 ║ 917 ║
║ 23 ║ Francisco Garcia ║ 1321 ║ 903 ║
║ 24 ║ Julius Hodge ║ 12 ║ 865 ║
║ 25 ║ David Lee '05 ║ 2340 ║ 836 ║
║ 26 ║ Hakim Warrick ║ 1328 ║ 825 ║
║ 27 ║ Jason Maxiell ║ 1251 ║ 764 ║
║ 28 ║ Joey Graham ║ 764 ║ 683 ║
║ 29 ║ Dijon Thompson ║ 11 ║ 680 ║
║ 30 ║ Bracey Wright ║ 40 ║ 581 ║
║ 31 ║ Alex Acker ║ 29 ║ 505 ║
║ 32 ║ Lawrence Roberts ║ 143 ║ 400 ║
║ 33 ║ Linas Kleiza ║ 1023 ║ 310 ║
║ 34 ║ Ronny Turiaf ║ 924 ║ 265 ║
║ 35 ║ Robert Whaley ║ 26 ║ 207 ║
║ 36 ║ Orien Greene ║ 194 ║ 131 ║
║ 37 ║ Travis Diener ║ 332 ║ 81 ║
╚══════╩═════════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 11
2 most important coefficients: DRB_tot*SOS, TS%
Definitely missed on Chris Paul
2006
Code: Select all
╔══════╦══════════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬══════════════════════╬═══════════╬══════════════╣
║ 1 ║ LaMarcus Aldridge ║ 2557 ║ 1695 ║
║ 2 ║ Daniel Gibson ║ 1164 ║ 1692 ║
║ 3 ║ Rudy Gay ║ 2626 ║ 1670 ║
║ 4 ║ Tyrus Thomas ║ 990 ║ 1468 ║
║ 5 ║ Jordan Farmar ║ 1123 ║ 1424 ║
║ 6 ║ J.J. Redick ║ 1307 ║ 1404 ║
║ 7 ║ Shelden Williams ║ 698 ║ 1351 ║
║ 8 ║ Shawne Williams ║ 535 ║ 1343 ║
║ 9 ║ Shannon Brown ║ 905 ║ 1308 ║
║ 10 ║ Hilton Armstrong ║ 422 ║ 1295 ║
║ 11 ║ David Noel ║ 99 ║ 1286 ║
║ 12 ║ Kyle Lowry ║ 1818 ║ 1278 ║
║ 13 ║ Marcus Williams '06 ║ 386 ║ 1259 ║
║ 14 ║ Ronnie Brewer ║ 1442 ║ 1250 ║
║ 15 ║ Paul Davis ║ 87 ║ 1223 ║
║ 16 ║ James Augustine ║ 19 ║ 1208 ║
║ 17 ║ P.J. Tucker ║ 560 ║ 1190 ║
║ 18 ║ Brandon Roy ║ 1445 ║ 1159 ║
║ 19 ║ Renaldo Balkman ║ 383 ║ 1138 ║
║ 20 ║ Steve Novak ║ 674 ║ 1127 ║
║ 21 ║ Hassan Adams ║ 68 ║ 1099 ║
║ 22 ║ Patrick O'Bryant ║ 65 ║ 1092 ║
║ 23 ║ Rajon Rondo ║ 2080 ║ 1075 ║
║ 24 ║ Quincy Douby ║ 191 ║ 949 ║
║ 25 ║ Rodney Carney ║ 575 ║ 932 ║
║ 26 ║ Dee Brown '06 ║ 88 ║ 925 ║
║ 27 ║ Paul Millsap ║ 2162 ║ 919 ║
║ 28 ║ Randy Foye ║ 1908 ║ 882 ║
║ 29 ║ Josh Boone ║ 560 ║ 877 ║
║ 30 ║ Craig Smith ║ 853 ║ 832 ║
║ 31 ║ Cedric Simmons ║ 88 ║ 795 ║
║ 32 ║ Mardy Collins ║ 346 ║ 736 ║
║ 33 ║ Bobby Jones '06 ║ 108 ║ 711 ║
║ 34 ║ Ryan Hollins ║ 654 ║ 696 ║
║ 35 ║ Guillermo Diaz ║ 2 ║ 571 ║
║ 36 ║ Maurice Ager ║ 63 ║ 511 ║
║ 37 ║ Will Blalock ║ 20 ║ 506 ║
║ 38 ║ Adam Morrison ║ 409 ║ 496 ║
║ 39 ║ James White ║ 72 ║ 493 ║
║ 40 ║ Solomon Jones ║ 386 ║ 149 ║
║ 41 ║ Alexander Johnson ║ 162 ║ 109 ║
║ 42 ║ Leon Powe ║ 415 ║ -29 ║
╚══════╩══════════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 10
2 most important coefficients: Age, TS%
Too low on Rondo and Millsap, too high on Shelden/Shawne Williams. Has Adam Morrison at #38, got picked 3rd.
2007
Code: Select all
╔══════╦══════════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬══════════════════════╬═══════════╬══════════════╣
║ 1 ║ Kevin Durant ║ 2959 ║ 2188 ║
║ 2 ║ Mike Conley ║ 2386 ║ 1796 ║
║ 3 ║ Brandan Wright ║ 637 ║ 1676 ║
║ 4 ║ Corey Brewer '07 ║ 1714 ║ 1619 ║
║ 5 ║ Jeff Green ║ 2236 ║ 1614 ║
║ 6 ║ Javaris Crittenton ║ 264 ║ 1544 ║
║ 7 ║ Julian Wright ║ 435 ║ 1544 ║
║ 8 ║ Joakim Noah ║ 2023 ║ 1510 ║
║ 9 ║ Taurean Green ║ 10 ║ 1433 ║
║ 10 ║ Al Horford ║ 2056 ║ 1388 ║
║ 11 ║ Thaddeus Young ║ 2216 ║ 1363 ║
║ 12 ║ Josh McRoberts ║ 999 ║ 1313 ║
║ 13 ║ Greg Oden ║ 289 ║ 1286 ║
║ 14 ║ Jared Dudley ║ 1798 ║ 1251 ║
║ 15 ║ Nick Fazekas ║ 38 ║ 1150 ║
║ 16 ║ Daequan Cook ║ 856 ║ 1078 ║
║ 17 ║ Demetris Nichols ║ 8 ║ 1035 ║
║ 18 ║ Acie Law ║ 340 ║ 1032 ║
║ 19 ║ Arron Afflalo ║ 1956 ║ 989 ║
║ 20 ║ Spencer Hawes ║ 1776 ║ 971 ║
║ 21 ║ D.J. Strawberry ║ 38 ║ 968 ║
║ 22 ║ Marcus Williams '07 ║ 5 ║ 964 ║
║ 23 ║ Aaron Brooks ║ 1337 ║ 914 ║
║ 24 ║ Derrick Byars ║ 5 ║ 897 ║
║ 25 ║ Glen Davis ║ 1423 ║ 865 ║
║ 26 ║ Gabe Pruitt ║ 65 ║ 808 ║
║ 27 ║ Ramon Sessions ║ 1723 ║ 793 ║
║ 28 ║ Al Thornton ║ 1182 ║ 788 ║
║ 29 ║ Wilson Chandler ║ 1623 ║ 708 ║
║ 30 ║ Alando Tucker ║ 60 ║ 695 ║
║ 31 ║ Nick Young ║ 1628 ║ 665 ║
║ 32 ║ Aaron Gray ║ 550 ║ 658 ║
║ 33 ║ Rodney Stuckey ║ 2006 ║ 621 ║
║ 34 ║ Sean Williams ║ 282 ║ 584 ║
║ 35 ║ Carl Landry ║ 1394 ║ 554 ║
║ 36 ║ Nathan Jawai ║ 61 ║ 550 ║
║ 37 ║ Jason Smith ║ 788 ║ 529 ║
║ 38 ║ Morris Almond ║ 51 ║ 513 ║
║ 39 ║ Chris Richard ║ 111 ║ 491 ║
║ 40 ║ Dominic McGuire ║ 764 ║ 355 ║
║ 41 ║ Mike Taylor ║ 110 ║ 299 ║
║ 42 ║ Jermareo Davidson ║ 61 ║ 193 ║
║ 43 ║ Stephane Lasme ║ 43 ║ -134 ║
╚══════╩══════════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 10
2 most important coefficients: Age, MOV*SOS
Durant gets the highest minute-projection yet. Oden is #13
2008
Code: Select all
╔══════╦════════════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬════════════════════════╬═══════════╬══════════════╣
║ 1 ║ Kevin Love ║ 1988 ║ 2303 ║
║ 2 ║ Mario Chalmers ║ 2013 ║ 1929 ║
║ 3 ║ Michael Beasley ║ 1695 ║ 1801 ║
║ 4 ║ Ryan Anderson ║ 1484 ║ 1474 ║
║ 5 ║ Derrick Rose ║ 1763 ║ 1447 ║
║ 6 ║ Russell Westbrook ║ 2488 ║ 1349 ║
║ 7 ║ Brandon Rush ║ 1368 ║ 1316 ║
║ 8 ║ Chris Douglas-Roberts ║ 713 ║ 1302 ║
║ 9 ║ Kyle Weaver ║ 229 ║ 1251 ║
║ 10 ║ O.J. Mayo ║ 2355 ║ 1226 ║
║ 11 ║ Donte Greene ║ 709 ║ 1186 ║
║ 12 ║ Darnell Jackson ║ 173 ║ 1124 ║
║ 13 ║ Darrell Arthur ║ 943 ║ 1087 ║
║ 14 ║ Jerryd Bayless ║ 1268 ║ 1081 ║
║ 15 ║ Kosta Koufos ║ 854 ║ 1075 ║
║ 16 ║ Eric Gordon ║ 1774 ║ 1070 ║
║ 17 ║ D.J. White ║ 351 ║ 1055 ║
║ 18 ║ Roy Hibbert ║ 1983 ║ 1051 ║
║ 19 ║ George Hill ║ 2003 ║ 994 ║
║ 20 ║ D.J. Augustin ║ 1785 ║ 989 ║
║ 21 ║ Jason Thompson ║ 2059 ║ 883 ║
║ 22 ║ Marreese Speights ║ 1106 ║ 870 ║
║ 23 ║ Joe Alexander ║ 124 ║ 861 ║
║ 24 ║ Courtney Lee ║ 1951 ║ 842 ║
║ 25 ║ Patrick Beverley ║ 410 ║ 833 ║
║ 26 ║ Brook Lopez ║ 1889 ║ 830 ║
║ 27 ║ Robin Lopez ║ 1370 ║ 763 ║
║ 28 ║ Bill Walker ║ 398 ║ 762 ║
║ 29 ║ Sonny Weems ║ 472 ║ 747 ║
║ 30 ║ J.J. Hickson ║ 1679 ║ 734 ║
║ 31 ║ Malik Hairston ║ 78 ║ 688 ║
║ 32 ║ J.R. Giddens ║ 41 ║ 675 ║
║ 33 ║ Sean Singletary ║ 50 ║ 632 ║
║ 34 ║ DeAndre Jordan ║ 1772 ║ 601 ║
║ 35 ║ Anthony Randolph ║ 640 ║ 598 ║
║ 36 ║ Joey Dorsey ║ 105 ║ 561 ║
║ 37 ║ Luc Mbah a Moute ║ 1568 ║ 465 ║
║ 38 ║ Patrick Ewing '08 ║ 3 ║ 383 ║
║ 39 ║ JaVale McGee ║ 1225 ║ 287 ║
║ 40 ║ Joe Crawford ║ 3 ║ 270 ║
║ 41 ║ Walter Sharpe ║ 3 ║ -42 ║
╚══════╩════════════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 6
2 most important coefficients: Age, MOV*SOS
Kevin Love gets an ever higher minute-projection than Kevin Durant. Has Ryan Anderson, who got picked 21st, 4th and absolutely nails his projection. Big misses with DeAndre Jordan and Javale McGee
2009
Code: Select all
╔══════╦════════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬════════════════════╬═══════════╬══════════════╣
║ 1 ║ Ty Lawson ║ 2056 ║ 1905 ║
║ 2 ║ Tyreke Evans ║ 2198 ║ 1754 ║
║ 3 ║ Danny Green ║ 1116 ║ 1718 ║
║ 4 ║ Terrence Williams ║ 584 ║ 1673 ║
║ 5 ║ Stephen Curry ║ 2389 ║ 1649 ║
║ 6 ║ Jrue Holiday ║ 2186 ║ 1609 ║
║ 7 ║ James Harden ║ 2327 ║ 1528 ║
║ 8 ║ DeJuan Blair ║ 1331 ║ 1426 ║
║ 9 ║ Earl Clark ║ 707 ║ 1423 ║
║ 10 ║ Wayne Ellington ║ 1118 ║ 1398 ║
║ 11 ║ Blake Griffin ║ 2193 ║ 1343 ║
║ 12 ║ Darren Collison ║ 2157 ║ 1333 ║
║ 13 ║ Chase Budinger ║ 1156 ║ 1190 ║
║ 14 ║ Jeff Teague ║ 1807 ║ 1145 ║
║ 15 ║ Hasheem Thabeet ║ 471 ║ 1139 ║
║ 16 ║ Jonny Flynn ║ 747 ║ 1067 ║
║ 17 ║ Tyler Hansbrough ║ 1166 ║ 976 ║
║ 18 ║ Patrick Mills ║ 653 ║ 927 ║
║ 19 ║ Jodie Meeks ║ 1728 ║ 906 ║
║ 20 ║ A.J. Price ║ 721 ║ 875 ║
║ 21 ║ DaJuan Summers ║ 164 ║ 862 ║
║ 22 ║ Austin Daye ║ 757 ║ 858 ║
║ 23 ║ Eric Maynor ║ 779 ║ 838 ║
║ 24 ║ Marcus Thornton ║ 1778 ║ 814 ║
║ 25 ║ DeMarre Carroll ║ 929 ║ 810 ║
║ 26 ║ Derrick Brown ║ 510 ║ 782 ║
║ 27 ║ Byron Mullens ║ 689 ║ 753 ║
║ 28 ║ DeMar DeRozan ║ 2550 ║ 737 ║
║ 29 ║ Jordan Hill ║ 851 ║ 725 ║
║ 30 ║ James Johnson ║ 994 ║ 723 ║
║ 31 ║ Dante Cunningham ║ 1422 ║ 718 ║
║ 32 ║ Jeff Pendergraph ║ 366 ║ 713 ║
║ 33 ║ Sam Young ║ 793 ║ 639 ║
║ 34 ║ Taylor Griffin ║ 6 ║ 494 ║
║ 35 ║ Jermaine Taylor ║ 157 ║ 433 ║
║ 36 ║ Jon Brockman ║ 314 ║ 408 ║
║ 37 ║ Toney Douglas ║ 1135 ║ 351 ║
║ 38 ║ Taj Gibson ║ 1808 ║ 326 ║
║ 39 ║ Lester Hudson ║ 107 ║ 231 ║
╚══════╩════════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 11
2 most important coefficients: Age, MOV*SOS
Misses big on DeMar DeRozan and Taj Gibson, and somewhat on Blake Griffin. Has Thabeet at #15, got picked 2nd. Interestingly has Danny Green at #3, who got picked 46th. Had Lawson, who got picked at 18, first and nailed his projection
2010
Code: Select all
╔══════╦════════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬════════════════════╬═══════════╬══════════════╣
║ 1 ║ John Wall ║ 2393 ║ 2006 ║
║ 2 ║ Xavier Henry ║ 704 ║ 1869 ║
║ 3 ║ Greg Monroe ║ 2420 ║ 1767 ║
║ 4 ║ Evan Turner ║ 2214 ║ 1749 ║
║ 5 ║ Gordon Hayward ║ 2034 ║ 1629 ║
║ 6 ║ Wesley Johnson ║ 1682 ║ 1513 ║
║ 7 ║ Patrick Patterson ║ 1414 ║ 1491 ║
║ 8 ║ Derrick Favors ║ 1724 ║ 1485 ║
║ 9 ║ Andy Rautins ║ 6 ║ 1440 ║
║ 10 ║ DeMarcus Cousins ║ 2211 ║ 1428 ║
║ 11 ║ Devin Ebanks ║ 177 ║ 1410 ║
║ 12 ║ Luke Babbitt ║ 469 ║ 1290 ║
║ 13 ║ Paul George ║ 2273 ║ 1290 ║
║ 14 ║ Cole Aldrich ║ 258 ║ 1272 ║
║ 15 ║ Elliot Williams ║ 326 ║ 1240 ║
║ 16 ║ James Anderson ║ 899 ║ 1226 ║
║ 17 ║ Eric Bledsoe ║ 1318 ║ 1225 ║
║ 18 ║ Greivis Vasquez ║ 1757 ║ 1224 ║
║ 19 ║ Jordan Crawford ║ 1587 ║ 1215 ║
║ 20 ║ Quincy Pondexter ║ 812 ║ 1180 ║
║ 21 ║ Ekpe Udoh ║ 1109 ║ 1136 ║
║ 22 ║ Al-Farouq Aminu ║ 1760 ║ 1136 ║
║ 23 ║ Darington Hobson ║ 9 ║ 998 ║
║ 24 ║ Damion James ║ 155 ║ 995 ║
║ 25 ║ Dominique Jones ║ 185 ║ 980 ║
║ 26 ║ Landry Fields ║ 1448 ║ 964 ║
║ 27 ║ Avery Bradley ║ 1205 ║ 926 ║
║ 28 ║ Trevor Booker ║ 1191 ║ 847 ║
║ 29 ║ Lazar Hayward ║ 147 ║ 817 ║
║ 30 ║ Daniel Orton ║ 135 ║ 808 ║
║ 31 ║ Lance Stephenson ║ 1396 ║ 788 ║
║ 32 ║ Solomon Alabi ║ 45 ║ 733 ║
║ 33 ║ Jarvis Varnado ║ 99 ║ 724 ║
║ 34 ║ Larry Sanders ║ 1009 ║ 697 ║
║ 35 ║ Armon Johnson ║ 100 ║ 689 ║
║ 36 ║ Hassan Whiteside ║ 27 ║ 638 ║
║ 37 ║ Luke Harangody ║ 217 ║ 599 ║
║ 38 ║ Derrick Caracter ║ 53 ║ 592 ║
║ 39 ║ Ed Davis ║ 1430 ║ 580 ║
║ 40 ║ Dexter Pittman ║ 86 ║ 551 ║
║ 41 ║ Craig Brackins ║ 30 ║ 510 ║
║ 42 ║ Gani Lawal ║ 0 ║ 504 ║
║ 43 ║ Willie Warren ║ 33 ║ 455 ║
║ 44 ║ Jeremy Evans ║ 526 ║ 367 ║
║ 45 ║ Jerome Jordan ║ 27 ║ 333 ║
║ 46 ║ Ryan Reid ║ 4 ║ 109 ║
║ 47 ║ Hamady N'Diaye ║ 39 ║ -79 ║
╚══════╩════════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 11
2 most important coefficients: Age, MOV*SOS
Very good year for the model with a very high OOS R^2. Misses big with Xavier Henry and Andy Rautins. Not high enough on Paul George and DeMarcus Cousins
2011
Code: Select all
╔══════╦═══════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬═══════════════════╬═══════════╬══════════════╣
║ 1 ║ Kemba Walker ║ 2421 ║ 1752 ║
║ 2 ║ Derrick Williams ║ 1718 ║ 1713 ║
║ 3 ║ Kawhi Leonard ║ 1755 ║ 1559 ║
║ 4 ║ Brandon Knight ║ 2298 ║ 1445 ║
║ 5 ║ Jimmer Fredette ║ 873 ║ 1433 ║
║ 6 ║ Jordan Hamilton ║ 558 ║ 1399 ║
║ 7 ║ Alec Burks ║ 1423 ║ 1350 ║
║ 8 ║ Darius Morris ║ 388 ║ 1345 ║
║ 9 ║ Klay Thompson ║ 2470 ║ 1234 ║
║ 10 ║ Kenneth Faried ║ 1821 ║ 1231 ║
║ 11 ║ Marcus Morris ║ 1150 ║ 1214 ║
║ 12 ║ Nolan Smith ║ 276 ║ 1200 ║
║ 13 ║ Reggie Jackson ║ 1257 ║ 1198 ║
║ 14 ║ Jimmy Butler ║ 1694 ║ 1171 ║
║ 15 ║ Markieff Morris ║ 1739 ║ 1127 ║
║ 16 ║ Tobias Harris ║ 1209 ║ 1096 ║
║ 17 ║ JaJuan Johnson ║ 99 ║ 1088 ║
║ 18 ║ Cory Joseph ║ 530 ║ 1069 ║
║ 19 ║ Nikola Vucevic ║ 1727 ║ 1052 ║
║ 20 ║ Tristan Thompson ║ 2194 ║ 1025 ║
║ 21 ║ Kyrie Irving ║ 2034 ║ 998 ║
║ 22 ║ Justin Harper ║ 28 ║ 993 ║
║ 23 ║ Norris Cole ║ 1621 ║ 992 ║
║ 24 ║ Jon Leuer ║ 461 ║ 991 ║
║ 25 ║ Iman Shumpert ║ 1554 ║ 984 ║
║ 26 ║ Travis Leslie ║ 15 ║ 955 ║
║ 27 ║ Josh Harrellson ║ 296 ║ 928 ║
║ 28 ║ Tyler Honeycutt ║ 40 ║ 924 ║
║ 29 ║ Chandler Parsons ║ 2448 ║ 918 ║
║ 30 ║ Isaiah Thomas ║ 2091 ║ 916 ║
║ 31 ║ E'Twaun Moore ║ 1173 ║ 879 ║
║ 32 ║ Jordan Williams ║ 211 ║ 858 ║
║ 33 ║ Charles Jenkins ║ 444 ║ 853 ║
║ 34 ║ MarShon Brooks ║ 958 ║ 813 ║
║ 35 ║ Trey Thompkins ║ 39 ║ 789 ║
║ 36 ║ Kyle Singler ║ 1543 ║ 768 ║
║ 37 ║ Josh Selby ║ 98 ║ 696 ║
║ 38 ║ Chris Singleton ║ 868 ║ 637 ║
║ 39 ║ Shelvin Mack ║ 895 ║ 597 ║
║ 40 ║ Andrew Goudelock ║ 141 ║ 487 ║
║ 41 ║ Lavoy Allen ║ 1121 ║ 481 ║
║ 42 ║ Malcolm Lee ║ 177 ║ 377 ║
║ 43 ║ Keith Benson ║ 3 ║ 375 ║
║ 44 ║ DeAndre Liggins ║ 135 ║ 352 ║
║ 45 ║ Vernon Macklin ║ 45 ║ -165 ║
╚══════╩═══════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 10
2 most important coefficients: Age, STL_tot
'Total Steals' makes it into the top 2 coefficients for the first time.
Several misses all over the place: Darius Morris, Chandler Parsons, Jordan Hamilton and others. Has Kyrie Irving at #21, at around 1000 MP/season too low. Was extremely high on Kawhi Leonard, though (3rd), who got picked 15th. High projection for Kemba Walker, who has even surpassed it
2012
Code: Select all
╔══════╦═════════════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬═════════════════════════╬═══════════╬══════════════╣
║ 1 ║ Anthony Davis ║ 2102 ║ 2135 ║
║ 2 ║ Jared Sullinger ║ 1466 ║ 1591 ║
║ 3 ║ Michael Kidd-Gilchrist ║ 1763 ║ 1552 ║
║ 4 ║ Draymond Green ║ 1429 ║ 1512 ║
║ 5 ║ Jae Crowder ║ 1303 ║ 1506 ║
║ 6 ║ Bradley Beal ║ 2137 ║ 1501 ║
║ 7 ║ Thomas Robinson ║ 964 ║ 1442 ║
║ 8 ║ Dion Waiters ║ 1914 ║ 1350 ║
║ 9 ║ Terrence Jones ║ 1177 ║ 1339 ║
║ 10 ║ Kendall Marshall ║ 1133 ║ 1319 ║
║ 11 ║ Will Barton ║ 640 ║ 1263 ║
║ 12 ║ Tyshawn Taylor ║ 245 ║ 1227 ║
║ 13 ║ Jared Cunningham ║ 53 ║ 1200 ║
║ 14 ║ Tyler Zeller ║ 1541 ║ 1183 ║
║ 15 ║ Jeremy Lamb ║ 842 ║ 1175 ║
║ 16 ║ Tony Wroten ║ 1018 ║ 1158 ║
║ 17 ║ Harrison Barnes ║ 2131 ║ 1157 ║
║ 18 ║ Marquis Teague ║ 417 ║ 1017 ║
║ 19 ║ Maurice Harkless ║ 1962 ║ 994 ║
║ 20 ║ Quincy Miller ║ 407 ║ 969 ║
║ 21 ║ Damian Lillard ║ 3052 ║ 949 ║
║ 22 ║ Andre Drummond ║ 1931 ║ 940 ║
║ 23 ║ Jeff Taylor '12 ║ 1068 ║ 925 ║
║ 24 ║ Perry Jones ║ 522 ║ 922 ║
║ 25 ║ Doron Lamb ║ 636 ║ 920 ║
║ 26 ║ Quincy Acy ║ 594 ║ 912 ║
║ 27 ║ Meyers Leonard ║ 780 ║ 886 ║
║ 28 ║ Darius Miller ║ 708 ║ 867 ║
║ 29 ║ Arnett Moultrie ║ 364 ║ 832 ║
║ 30 ║ Austin Rivers ║ 1378 ║ 793 ║
║ 31 ║ Kim English ║ 203 ║ 777 ║
║ 32 ║ Terrence Ross ║ 1699 ║ 763 ║
║ 33 ║ Kris Joseph ║ 27 ║ 752 ║
║ 34 ║ John Henson ║ 1341 ║ 719 ║
║ 35 ║ Andrew Nicholson ║ 1211 ║ 715 ║
║ 36 ║ Darius Johnson-Odom ║ 10 ║ 640 ║
║ 37 ║ Mike Scott ║ 929 ║ 632 ║
║ 38 ║ Fab Melo ║ 18 ║ 552 ║
║ 39 ║ Orlando Johnson ║ 505 ║ 456 ║
║ 40 ║ Kyle O'Quinn ║ 913 ║ 408 ║
║ 41 ║ Khris Middleton ║ 1467 ║ 383 ║
║ 42 ║ Robert Sacre ║ 646 ║ 375 ║
║ 43 ║ Glen Rice '13 ║ 54 ║ 371 ║
║ 44 ║ Miles Plumlee ║ 1009 ║ 355 ║
║ 45 ║ Kevin Murphy ║ 26 ║ 312 ║
║ 46 ║ Festus Ezeli ║ 560 ║ 218 ║
║ 47 ║ Bernard James ║ 301 ║ -80 ║
╚══════╩═════════════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 9
2 most important coefficients: Age, STL_tot
Anthony Davis with the 3rd highest projection ever. Misses big with Jared Cunningham, Terrence Ross, Harrison Barnes. It's a lot higher on Sullinger than his actual pick number (3 vs 21) but I remember that his back was a red flag. 4th highest and spot-on projection for Draymond Green, who got picked 35th. Exact same situation with Crowder, who had the 5th highest projection (which was only a tad too high), and got picked 34th
2013
Code: Select all
╔══════╦═══════════════════════════╦═══════════╦══════════════╗
║ Rank ║ Name ║ Actual MP ║ Projected MP ║
╠══════╬═══════════════════════════╬═══════════╬══════════════╣
║ 1 ║ Victor Oladipo ║ 2487 ║ 1676 ║
║ 2 ║ Cody Zeller ║ 1416 ║ 1549 ║
║ 3 ║ Trey Burke ║ 2262 ║ 1521 ║
║ 4 ║ Otto Porter ║ 319 ║ 1492 ║
║ 5 ║ Michael Carter-Williams ║ 2414 ║ 1448 ║
║ 6 ║ Ben McLemore ║ 2187 ║ 1345 ║
║ 7 ║ Shane Larkin ║ 489 ║ 1278 ║
║ 8 ║ Kentavious Caldwell-Pope ║ 1583 ║ 1258 ║
║ 9 ║ Nerlens Noel ║ 0 ║ 1232 ║
║ 10 ║ Kelly Olynyk ║ 1400 ║ 1053 ║
║ 11 ║ Mason Plumlee ║ 1275 ║ 1023 ║
║ 12 ║ Anthony Bennett ║ 663 ║ 999 ║
║ 13 ║ Steven Adams ║ 1197 ║ 993 ║
║ 14 ║ Nate Wolters ║ 1309 ║ 924 ║
║ 15 ║ Reggie Bullock ║ 395 ║ 903 ║
║ 16 ║ Andre Roberson ║ 399 ║ 871 ║
║ 17 ║ Alex Len ║ 362 ║ 845 ║
║ 18 ║ Mike Muscala ║ 215 ║ 845 ║
║ 19 ║ Archie Goodwin ║ 533 ║ 835 ║
║ 20 ║ Erik Murphy ║ 62 ║ 822 ║
║ 21 ║ Allen Crabbe ║ 100 ║ 807 ║
║ 22 ║ Jamaal Franklin ║ 161 ║ 788 ║
║ 23 ║ Peyton Siva ║ 224 ║ 785 ║
║ 24 ║ Solomon Hill ║ 226 ║ 778 ║
║ 25 ║ Jeff Withey ║ 684 ║ 735 ║
║ 26 ║ Gorgui Dieng ║ 818 ║ 729 ║
║ 27 ║ Shabazz Muhammad ║ 290 ║ 640 ║
║ 28 ║ Tony Snell ║ 1230 ║ 639 ║
║ 29 ║ Lorenzo Brown ║ 224 ║ 609 ║
║ 30 ║ Ray McCallum ║ 897 ║ 534 ║
║ 31 ║ Isaiah Canaan ║ 252 ║ 461 ║
║ 32 ║ Carrick Felix ║ 38 ║ 435 ║
║ 33 ║ C.J. McCollum ║ 476 ║ 160 ║
╚══════╩═══════════════════════════╩═══════════╩══════════════╝Non-zero coefficients in the sparse model: 10
2 most important coefficients: Age, STL_tot
Good year for the model with a OOS R^2. Too high on Porter, Noel, Shane Larkin. Had Anthony Bennett at #12 and he even played less than projected. Had Nate Wolters 14th, got picked 38th and seems to be decent. Lots of good projections all around
2014
Code: Select all
╔══════╦══════════════════════════╦══════════════╗
║ Rank ║ Name ║ Projected MP ║
╠══════╬══════════════════════════╬══════════════╣
║ 1 ║ Kyle Anderson ║ 2053 ║
║ 2 ║ Elfrid Payton ║ 2050 ║
║ 3 ║ Jordan Adams ║ 1891 ║
║ 4 ║ Julius Randle ║ 1806 ║
║ 5 ║ Jabari Parker ║ 1784 ║
║ 6 ║ T.J. Warren ║ 1706 ║
║ 7 ║ Andrew Wiggins ║ 1672 ║
║ 8 ║ Shabazz Napier ║ 1637 ║
║ 9 ║ Jarnell Stokes ║ 1632 ║
║ 10 ║ Delon Wright ║ 1605 ║
║ 11 ║ Marcus Smart ║ 1602 ║
║ 12 ║ Aaron Gordon ║ 1581 ║
║ 13 ║ Gary Harris ║ 1572 ║
║ 14 ║ Nik Stauskas ║ 1531 ║
║ 15 ║ James Young ║ 1489 ║
║ 16 ║ Noah Vonleh ║ 1456 ║
║ 17 ║ Tyler Ennis ║ 1414 ║
║ 18 ║ Bobby Portis ║ 1399 ║
║ 19 ║ Aaron Harrison ║ 1370 ║
║ 20 ║ Sam Dekker ║ 1368 ║
║ 21 ║ Jordan Mickey ║ 1367 ║
║ 22 ║ K.J. McDaniels ║ 1365 ║
║ 23 ║ Briante Weber ║ 1350 ║
║ 24 ║ Marcus Paige ║ 1304 ║
║ 25 ║ Lamar Patterson ║ 1268 ║
║ 26 ║ Joel Embiid ║ 1251 ║
║ 27 ║ Doug McDermott ║ 1248 ║
║ 28 ║ Kevin Pangos ║ 1243 ║
║ 29 ║ Nick Johnson ║ 1214 ║
║ 30 ║ Rondae Hollis-Jefferson ║ 1176 ║
║ 31 ║ Joseph Young ║ 1140 ║
║ 32 ║ Jarell Martin ║ 1125 ║
║ 33 ║ Perry Ellis ║ 1115 ║
║ 34 ║ Glenn Robinson '14 ║ 1113 ║
║ 35 ║ Yogi Ferrell ║ 1099 ║
║ 36 ║ Johnny O'Bryant ║ 1084 ║
║ 37 ║ Andrew Harrison ║ 1054 ║
║ 38 ║ Branden Dawson ║ 1047 ║
║ 39 ║ Montrezl Harrell ║ 1044 ║
║ 40 ║ Shawn Long ║ 1043 ║
║ 41 ║ Jordan Clarkson ║ 1034 ║
║ 42 ║ Wayne Selden ║ 1033 ║
║ 43 ║ Brandon Ashley ║ 1029 ║
║ 44 ║ Willie Cauley ║ 1017 ║
║ 45 ║ Kaleb Tarczewski ║ 1015 ║
║ 46 ║ Przemek Karnowski ║ 1015 ║
║ 47 ║ Khem Birch ║ 1003 ║
║ 48 ║ Treveon Graham ║ 994 ║
║ 49 ║ Michael Qualls ║ 951 ║
║ 50 ║ Rodney Hood ║ 937 ║
║ 51 ║ Zach LaVine ║ 926 ║
║ 52 ║ Eric Mika ║ 908 ║
║ 53 ║ Juvonte Reddic ║ 895 ║
║ 54 ║ Semaj Christon ║ 894 ║
║ 55 ║ Spencer Dinwiddie ║ 893 ║
║ 56 ║ Ron Baker ║ 889 ║
║ 57 ║ Shaq Goodwin ║ 885 ║
║ 58 ║ Jerami Grant ║ 845 ║
║ 59 ║ Mike Tobey ║ 839 ║
║ 60 ║ Alec Brown ║ 838 ║
║ 61 ║ Sindarius Thornwell ║ 835 ║
║ 62 ║ Brice Johnson ║ 815 ║
║ 63 ║ Mamadou Ndiaye ║ 795 ║
║ 64 ║ Isaiah Austin ║ 792 ║
║ 65 ║ Troy Williams ║ 789 ║
║ 66 ║ Andre Hollins ║ 788 ║
║ 67 ║ Deonte Burton ║ 788 ║
║ 68 ║ Rasheed Sulaimon ║ 785 ║
║ 69 ║ Devyn Marble ║ 741 ║
║ 70 ║ Jahii Carson ║ 730 ║
║ 71 ║ Dwight Powell ║ 714 ║
║ 72 ║ A.J. Hammons ║ 639 ║
║ 73 ║ Markel Brown ║ 636 ║
║ 74 ║ Olivier Hanlan ║ 629 ║
║ 75 ║ Fuquan Edwin ║ 624 ║
║ 76 ║ C.J. Fair ║ 618 ║
║ 77 ║ Terran Petteway ║ 611 ║
║ 78 ║ Alex Poythress ║ 606 ║
║ 79 ║ Russ Smith ║ 603 ║
║ 80 ║ Patric Young ║ 595 ║
║ 81 ║ Kasey Hill ║ 590 ║
║ 82 ║ James McAdoo ║ 582 ║
║ 83 ║ Tyler Haws ║ 541 ║
║ 84 ║ Joe Harris ║ 540 ║
║ 85 ║ Jerian Grant ║ 530 ║
║ 86 ║ Keith Appling ║ 503 ║
║ 87 ║ C.J. Wilcox ║ 479 ║
║ 88 ║ Jordan McRae ║ 479 ║
║ 89 ║ Mitch McGary ║ 468 ║
║ 90 ║ Jabari Bird ║ 456 ║
║ 91 ║ Aaron Craft ║ 419 ║
║ 92 ║ Chris Obekpa ║ 417 ║
║ 93 ║ Joe Jackson ║ 415 ║
║ 94 ║ Adreian Payne ║ 402 ║
║ 95 ║ Austin Nichols ║ 393 ║
║ 96 ║ Cory Jefferson ║ 382 ║
║ 97 ║ Anthony Barber ║ 369 ║
║ 98 ║ Shannon Scott ║ 345 ║
║ 99 ║ LaQuinton Ross ║ 323 ║
║ 100 ║ LeBryan Nash ║ 309 ║
║ 101 ║ Jakarr Sampson ║ 283 ║
║ 102 ║ Roscoe Smith ║ 273 ║
║ 103 ║ Cleanthony Early ║ 224 ║
║ 104 ║ Alex Kirk ║ 182 ║
║ 105 ║ Wayne Blackshear ║ 43 ║
╚══════╩══════════════════════════╩══════════════╝Code: Select all
╔══════════════╦═════════════╗
║ Coeff_name ║ Coeff_Value ║
╠══════════════╬═════════════╣
║ STL_tot ║ 146 ║
║ MOV*SOS ║ 99 ║
║ DRB_tot*SOS ║ 90 ║
║ TS*SOS ║ 72 ║
║ PTS_tot*SOS ║ 70 ║
║ AST ║ 53 ║
║ TS ║ 47 ║
║ ORB_tot*SOS ║ 18 ║
║ TOV_tot ║ 8 ║
║ PF_by_AGE ║ -42 ║
║ Age ║ -248 ║
╚══════════════╩═════════════╝