Saturday, December 13, 2014

Week 15 Efficiency Rankings

Hello and welcome to Market Fantasy!
Below are my efficiency rankings. The idea is similar to my consistency rankings in how they are calculated, but looking at a different set of metrics. The consistency rankings are really more of a predictive tool than a rank, in that by showing a players average performance and standard deviation within those performances, we can get an idea of what to expect from a player in a given week. 
The efficiency rankings below are based on two metrics: total number of touches and points per touch. Total number of touches is the number of times a player touches the football, either via reception or carry. Points per touch is the number of fantasy points a player scores each time they touch the ball (YTD fantasy points divided by total touches). 
The idea in calculating where a player ranks is similar to how I get to my consistency ranks. In calculating the consistency ranks, more weight is given to players with higher average scores, since they are high performers, but also lowest standard deviation. A lower standard deviation gives us a smaller range of outcomes when predicting what their score will be. In calculating the below efficiency ranks, the most weight is given to the highest touches, along with the highest points per touch. The idea is to find the players who will touch the ball the most and score the most points each time they do so. A player like Martavis Bryant has a very high points per touch among running backs, but also a smaller workload, so a big game is blown out of proportion some. 
One last note on the ranks: running backs will have a lower points per touch than wide receivers and tight ends due to both the higher number of touches and the nature of their touches. Whereas a receiver might average 15 yards (1.5 points) per reception, a good running back only averages 4.5 (.45 points) yards per carry (and a little more per reception).

RB:
Rank
Player
MF Pts
Touches
Pts/Touch
1
Arian Foster HOU 
198.4
237
0.837
2
Marshawn Lynch SEA 
212.6
268
0.793
3
Jamaal Charles KC 
193.2
204
0.947
4
Eddie Lacy GB 
186.8
224
0.834
5
Le'Veon Bell PIT 
240.4
313
0.768
6
Matt Forte CHI 
207.8
300
0.693
7
Justin Forsett BAL 
179.4
229
0.783
8
DeMarco Murray DAL 
243.8
373
0.654
9
Lamar Miller MIA 
134.9
194
0.695
10
Jeremy Hill CIN 
127
176
0.722
11
C.J. Anderson DEN 
119.2
141
0.845
12
Alfred Morris WAS 
145.5
233
0.624
13
Joique Bell DET 
133.2
210
0.634
14
Mark Ingram NO 
127.4
206
0.618
15
Isaiah Crowell CLE 
103
127
0.811
16
Andre Ellington ARI 
131.5
247
0.532
17
Matt Asiata MIN 
101.1
150
0.674
18
Darren Sproles PHI 
88.8
78
1.138
19
Shane Vereen NE 
99.6
129
0.772
20
Giovani Bernard CIN 
108.1
170
0.636
21
LeSean McCoy PHI 
135.9
282
0.482
22
Tre Mason STL 
98
154
0.636
23
Antone Smith ATL 
64.6
36
1.794
24
Chris Ivory NYJ 
110.7
178
0.622
25
Roy Helu WAS 
77
72
1.069
26
Steven Jackson ATL 
113.5
193
0.588
27
Benny Cunningham STL 
72.6
92
0.789
28
Pierre Thomas NO 
66.2
81
0.817
29
Jonathan Stewart CAR 
89.1
136
0.655
30
Rashad Jennings NYG 
102.8
183
0.562
31
Lorenzo Taliaferro BAL 
62.6
76
0.824
32
Fred Jackson BUF 
94.3
150
0.629
33
Andre Williams NYG 
98.6
172
0.573
34
Frank Gore SF 
102.1
202
0.505
35
Ronnie Hillman DEN 
75.5
111
0.680
36
Ryan Mathews SD 
57.9
83
0.698
37
LeGarrette Blount NE 
73.5
115
0.639
38
Terrance West CLE 
82.8
157
0.527
39
Trent Richardson IND 
83.8
164
0.511
40
Branden Oliver SD
80.7
148
0.545
41
Carlos Hyde SF 
56.6
89
0.636
42
Chris Johnson NYJ 
80.9
147
0.550
43
Darren McFadden OAK 
76
173
0.439
44
Knile Davis KC 
75.5
128
0.590
45
Bobby Rainey TB 
78.1
127
0.615
46
James Starks GB 
51.3
82
0.626
47
Bishop Sankey TEN 
70.5
147
0.480
48
Alfred Blue HOU 
65.3
145
0.450
49
Ben Tate MIN
66.3
123
0.539

 WR:
Rank
Player
MF Pts
Touches
Pts/Touch
1
Jordy Nelson GB 
198.5
78
2.545
2
Jeremy Maclin PHI 
170.9
74
2.309
3
T.Y. Hilton IND 
171.5
80
2.144
4
Demaryius Thomas DEN 
186.6
90
2.073
5
Dez Bryant DAL 
163.4
73
2.238
6
Randall Cobb GB 
157.6
76
2.074
7
DeAndre Hopkins HOU 
143
64
2.234
8
Julio Jones ATL 
176.9
94
1.882
9
Antonio Brown PIT
200.8
109
1.842
10
Kelvin Benjamin CAR 
136.8
59
2.319
11
Mike Evans TB 
153.5
57
2.693
12
Emmanuel Sanders DEN 
167.2
94
1.779
13
Alshon Jeffery CHI 
146.2
79
1.851
14
Odell Beckham NYG 
122.4
64
1.913
15
A.J. Green CIN 
125.2
58
2.159
16
Steve Smith BAL 
122.9
61
2.015
17
Golden Tate DET 
139.1
87
1.599
18
Brandon Marshall CHI 
118.1
61
1.936
19
Calvin Johnson DET 
124.2
57
2.179
20
DeSean Jackson WAS 
124
50
2.480
21
Torrey Smith BAL 
108.9
38
2.866
22
Brandon LaFell NE 
115.3
57
2.023
23
Mike Wallace MIA 
111.6
60
1.860
24
Malcom Floyd SD 
104.3
42
2.483
25
Anquan Boldin SF 
114.1
73
1.563
26
Sammy Watkins BUF 
110.5
59
1.873
27
Jordan Matthews PHI 
112.9
56
2.016
28
Martavis Bryant PIT 
87.6
22
3.982
29
Allen Hurns JAC 
92.6
40
2.315
30
Terrance Williams DAL 
84.2
30
2.807
31
Mohamed Sanu CIN 
110.5
60
1.842
32
Julian Edelman NE 
115.2
94
1.226
33
Roddy White ATL 
106.4
59
1.803
34
Vincent Jackson TB 
96.1
60
1.602
35
Keenan Allen SD 
96.5
74
1.304
36
Kenny Britt STL 
73.6
32
2.300
37
Michael Floyd ARI 
81.4
36
2.261
38
Percy Harvin NYJ 
73
77
0.948
39
Michael Crabtree SF 
87.7
61
1.438
40
John Brown ARI 
86.3
42
2.055
41
Andre Holmes OAK 
78
37
2.108
42
Jarvis Landry MIA 
80.9
65
1.245
43
James Jones OAK 
80.9
62
1.305
44
Andre Johnson HOU 
79.7
69
1.155
45
Eddie Royal SD 
91.6
48
1.908
46
Kendall Wright TEN 
95.7
54
1.772
47
Marques Colston NO 
86.6
46
1.883
48
Kenny Stills NO 
89.2
48
1.858
49
Andrew Hawkins CLE 
88.4
57
1.551
50
Eric Decker NYJ 
86
55
1.564
51
Donte Moncrief IND 
62
31
2.000
52
Pierre Garcon WAS 
78.2
58
1.348
53
Greg Jennings MIN
83.8
50
1.676
54
Larry Fitzgerald ARI 
79.2
50
1.584
55
Doug Baldwin SEA 
79.6
53
1.502
56
Robert Woods BUF 
74.6
52
1.435
57
Reggie Wayne IND 
76.1
55
1.384
58
Rueben Randle NYG 
73.8
57
1.295
59
Allen Robinson JAC 
66.8
48
1.392
60
Markus Wheaton PIT
67.3
47
1.432

 TE:
Rank
Player
MF Pts
Touches
Pts/Touch
1
Rob Gronkowski NE 
159.7
73
2.188
2
Antonio Gates SD 
114.8
52
2.208
3
Jimmy Graham NO 
121.5
68
1.787
4
Greg Olsen CAR 
121
71
1.704
5
Martellus Bennett CHI 
118.1
77
1.534
6
Julius Thomas DEN 
114.6
40
2.865
7
Delanie Walker TEN 
94
48
1.958
8
Coby Fleener IND 
101
40
2.525
9
Travis Kelce KC 
88.8
51
1.741
10
Dwayne Allen IND 
79.9
27
2.959
11
Larry Donnell NYG 
82.4
55
1.498
12
Heath Miller PIT 
74.4
52
1.431
13
Jason Witten DAL 
73.5
46
1.598
14
Jared Cook STL 
71.4
42
1.700
15
Timothy Wright NE
59
25
2.360
16
Zach Ertz PHI 
65.9
36
1.831
17
Daniel Fells NYG
37.2
13
2.862
18
Mychal Rivera OAK 
68.4
48
1.425
19
Owen Daniels BAL 
59.2
41
1.444
20
Andrew Quarless GB 
47.9
26
1.842
21
Anthony Fasano KC 
46.3
23
2.013
22
Jordan Cameron CLE 
35.1
17
2.065
23
Jermaine Gresham CIN 
55.8
50
1.116
24
Lance Kendricks STL 
43.7
23
1.900
25
Charles Clay MIA 
50.7
41
1.237
26
Scott Chandler BUF 
53.8
40
1.345
27
Niles Paul WAS 
51.1
36
1.419
28
John Carlson ARI 
37.8
29
1.303
29
Vernon Davis SF 
36
26
1.385
30
Jace Amaro NYJ 
41.1
34
1.209
31
Jordan Reed WAS 
37.7
36
1.047

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