Thursday, September 17, 2015

2015 WNBA Players Evaluated Using the Morris Points System



There's an article at FiveThirtyEight.com that had me thinking.  It was written about a year ago and it was called "The Hidden Value of the NBA Steal."  The point the writer makes is that if you want the best indicator of value a player has to a game, it's to look at how many steals he has.

Through his math, he concluded that with all other box score stats being equal

* an extra rebound is worth 1.7 points
* an extra assist is worth 2.2 points
* (one less) turnover is worth 5.4 points
* an extra block is worth 6.1 points
* a extra steal is worth 9.1 points.

For example, if a player averages 16 points and two steals per game, this player has the same impact - all else being equal - as a player that averages 25 points per game but just one steal.  If the first player and the second player are both missing from their teams, we expect the two teams to decline similarly.

The writer has no explanation for why an extra steal is worth 9.1 extra points.  You can come up with all kinds of theories.  Maybe a player who has more steals plays a lot better defense.  Maybe they're just smarter.  Maybe it's because that unlike rebounds, a certain number of which will go to a player because they happened to be in the right place in the right time, players have to make steals happen.  Steals can't be "replaced".

So even though the results of this NBA study might not be transferable to the WNBA, I figured what the hell.  Let's create an "average" WNBA player who has

8 points
3 rebounds
2 assists
1 turnovers
0 blocks
1 steal

This player will earn zero points in the system.  This is the per/game amount scored by the average WNBA player, aggregated over all games.

For every rebound past 3 rebounds, we'll give the player 1.7 points
For every assist past 2 assists, we'll give the player 2.2 points

...

and so on.

So a player that had the same statline as above but one extra rebound would score a +1.7.  A player who had one extra rebound and one extra assists would score a +4.1. (1.7 + 2.2.)  If the player has the same stateline as above but one few rebound, she would score a -1.7.

Let's call these points Morris Points after the author of the article above, Benjamin Morris.  So under this system, who are the highest ranking players per game and the lowest ranking?

(See table at bottom of post for results.)

The next question becomes, "Do the numbers pass the smell test? IF I were to present the first five or first ten players on this list as the WNBA's best players in 2015, would you believe it?"

It seems believable.

* It gives Candace Parker the highest rating at +44.22.  Note that this is a "per game" rating, so it doesn't imply that Parker is the MVP, merely that the Sparks are hurt more missing Parker than Chicago is hurt missing Delle Donne.  The second half of the season certainly proved that.

* At #2 is Delle Donne with +35.24.  Delle Donne is the MVP.

* We see some familiar names - Griner, Moore, CAtchings, McCoughtry - that we think of when we think of the best players.

* It has Sancho Lyttle ranked as #5 on a per-game basis, which explains the tailspin the Dream went in when she was off the roster.

* It puts Skylar Diggins at #10, which explains how much Tulsa was hurt by not having her.

* It puts Kiah Stokes at #21, and Jewell Loyd at #72.  The Morris Points system values Ramu Tokashiki over Jewell Loyd.  It gives both Tokashiki and Loyd negative value.  Loyd's turnovers and lack of steals really hurt her.

Does this "prove" anything?  I don't know. But it is good to talk about during the off-season.



1
LAS Candace Parker 44.22
2
CHI Elena Delle Donne 35.24
3
PHO Brittney Griner 26.33
4
MIN Maya Moore 25.86
5
ATL Sancho Lyttle 23.41
6
IND Tamika Catchings 21.45
7
ATL Angel McCoughtry 19.54
8
PHO DeWanna Bonner 19.05
9
MIN Sylvia Fowles 18.26
10
TUL Skylar Diggins 17.50
11
NYL Epiphanny Prince 16.86
12
WAS Emma Meesseman 14.05
13
CON Alex Bentley 13.92
14
TUL Riquna Williams 13.76
15
LAS Nneka Ogwumike 13.60
16
NYL Tina Charles 13.16
17
CHI Courtney Vandersloot 12.77
18
WAS LaToya Sanders 12.03
19
LAS Jantel Lavender 11.00
20
MIN Rebekkah Brunson 10.86
21
NYL Kiah Stokes 9.79
22
SAS Jia Perkins 9.61
23
TUL Courtney Paris 9.22
24
PHO Candice Dupree 8.95
25
CHI Cappie Pondexter 7.04
26
CON Kelsey Bone 6.58
27
TUL Karima Christmas 6.33
28
CHI Jessica Breland 6.08
29
SAS Sophia Young 5.93
30
IND Shenise Johnson 4.88
31
ATL Tiffany Hayes 4.39
32
TUL Plenette Pierson 4.21
33
TUL Odyssey Sims 4.11
34
TOT Erika de Souza 3.70
35
MIN Seimone Augustus 3.48
36
SAS Jayne Appel 3.24
37
CON Jasmine Thomas 3.19
38
WAS Stefanie Dolson 3.15
39
SEA Crystal Langhorne 2.99
40
SAS Kayla McBride 2.94
41
LAS Alana Beard 2.47
42
CON Alyssa Thomas 2.32
43
IND Marissa Coleman 1.76
44
WAS Kara Lawson 1.39
45
NYL Rebecca Allen 1.10
46
SEA Sue Bird 0.38
47
CON Camille Little -0.10
48
IND Shavonte Zellous -0.22
49
PHO Monique Currie -0.77
50
LAS Kristi Toliver -1.24
51
LAS Erin Phillips -1.31
52
IND Erlana Larkins -1.57
53
ATL Cierra Burdick -1.65
54
ATL Matee Ajavon -1.73
55
WAS Tierra Ruffin-Pratt -1.78
56
MIN Anna Cruz -1.85
57
PHO Mistie Bass -2.16
58
WAS Ivory Latta -2.24
59
SEA Abby Bishop -2.48
60
NYL Brittany Boyd -2.49
61
PHO Leilani Mitchell -2.54
62
SEA Ramu Tokashiki -2.75
63
TOT Damiris Dantas -2.97
64
MIN Lindsay Whalen -3.11
65
NYL Sugar Rodgers -3.61
66
IND Briann January -3.63
67
SAS Danielle Robinson -3.87
68
SEA Alysha Clark -3.93
69
CHI Clarissa Dos Santos -4.28
70
TOT Kalana Greene -4.30
71
CHI Allie Quigley -4.37
72
SEA Jewell Loyd -4.55
73
ATL Carla Cortijo -4.75
74
WAS Natasha Cloud -4.87
75
NYL Carolyn Swords -5.16
76
MIN Asjha Jones -5.36
77
WAS Tayler Hill -5.40
78
CON Shekinna Stricklen -5.55
79
SAS Alex Montgomery -5.58
80
NYL Tanisha Wright -5.66
81
IND Natalie Achonwa -5.76
82
LAS Ana Dabovic -5.80
83
LAS Marianna Tolo -5.82
84
LAS Temeka Johnson -6.08
85
PHO Cayla Francis -6.09
86
TOT Renee Montgomery -6.23
87
CON Elizabeth Williams -6.23
88
SEA Jenna O'Hea -6.34
89
CHI Tamera Young -6.49
90
CON Kayla Pedersen -6.62
91
IND Lynetta Kizer -6.83
92
SAS Sydney Colson -6.99
93
CON Chelsea Gray -7.02
94
TUL Vicki Baugh -7.38
95
PHO Noelle Quinn -7.42
96
SEA Markeisha Gatling -7.43
97
ATL Shoni Schimmel -7.51
98
ATL Aneika Henry -7.58
99
WAS Kia Vaughn -7.59
100
SAS Danielle Adams -7.66
101
TOT Jennifer Lacy -7.69
102
MIN Devereaux Peters -8.03
103
IND Layshia Clarendon -8.12
104
TUL Tiffany Jackson -8.53
105
NYL Essence Carson -8.62
106
SAS Dearica Hamby -8.92
107
TUL Brianna Kiesel -9.19
108
SEA Angel Goodrich -9.38
109
SAS Kayla Alexander -9.40
110
IND Natasha Howard -10.06
111
PHO Alex Harden -10.58
112
TUL Amanda Zahui B. -10.68
113
CHI Betnijah Laney -10.69
114
TUL Jordan Hooper -10.71
115
CHI Cheyenne Parker -10.85
116
ATL Roneeka Hodges -11.00
117
WAS Bria Hartley -11.28
118
SAS Valeriane Ayayi -11.67
119
IND Maggie Lucas -11.68
120
CON Kelly Faris -11.76
121
WAS Armintie Herrington -12.37
122
LAS Jennifer Hamson -12.37
123
NYL Swin Cash -12.46
124
PHO Tess Madgen -12.48
125
LAS Crystal Bradford -12.52
126
TOT Reshanda Gray -12.67
127
SEA Quanitra Hollingsworth -12.82
128
TUL Theresa Plaisance -12.89
129
CHI Jamierra Faulkner -12.90
130
LAS Farhiya Abdi -13.12
131
WAS Kayla Thornton -13.35
132
MIN Tricia Liston -13.45
133
IND Jeanette Pohlen -13.48
134
TOT Erica Wheeler -13.86
135
CON Nikki Greene -14.15
136
SEA Kaleena Mosqueda-Lewis -14.25
137
NYL Candice Wiggins -14.58
138
ATL DeLisha Milton-Jones -14.68
139
ATL Sydney Carter -14.69
140
CHI Sasha Goodlett -14.88
141
TOT Samantha Logic -15.23
142
PHO Marta Xargay -15.38
143
ATL Nadia Colhado -15.48
144
NYL Avery Warley -15.97
145
IND Briana Gilbreath-Butler -16.13
146
LAS Andrea Hoover -16.17
147
PHO Shameka Christon -16.21
148
CHI Victoria Macaulay -16.48
149
MIN Jennifer O'Neill -16.62
150
WAS Ally Malott -16.89
151
MIN Monica Wright -17.01
152
CHI Jacki Gemelos -17.06
153
LAS Jasmine Lister -17.70
154
PHO Tiffany Bias -18.44
155
LAS Courtney Clements -19.50
156
MIN Shae Kelley -19.70
157
TOT Brittany Hrynko -21.37
158
CON Inga Orekhova -22.13
159
LAS Michelle Snow -23.40

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