Home for all your discussion of basketball statistical analysis.
sndesai1
Posts: 141 Joined: Fri Mar 08, 2013 10:00 pm
Post
by sndesai1 » Sat Nov 03, 2018 6:01 am
Mike G wrote: ↑ Sat Nov 03, 2018 4:13 am
sndesai1 wrote: ↑ Sat Nov 03, 2018 1:33 am
bk-ref projections are ok for regular season wins after a couple months, but there's no informed prior. all that it really seems to use is a team's current srs regressed towards 0 and the remaining schedule, which leads to odd projections early on.
At what point in the season is
current SRS + remaining schedule actually a better predictor than
what you thought before the season started ? Could we be there already?
I stole your spreadsheet. Thanks! Is
Pinnacle what we could call
Vegas ?
i feel like somebody here has done some analysis re: how long into a season it takes various stats such as net rating to stabilize...maybe it was on nylon calculus
i don't think we are at the point yet where current season srs is more valuable than preseason expectations. bk-ref is still regressing a lot (it just seems to be towards 0 for every team instead of towards something informed). i'd guess between 20-30 games is the point at which current season results should have a 50% weight in an evaluation of the remainder or the regular season. once this season comes to a close, i'll probably take a look at this since i'll already have everything compiled
re: pinnacle - yes those are the betting numbers we're using for comparison this year (just to be clear, it's hq is not anywhere near vegas). i grabbed them from shadow's post here:
http://apbr.org/metrics/viewtopic.php?f ... =30#p33145
Mike G
Posts: 6144 Joined: Fri Apr 15, 2011 12:02 am
Location: Asheville, NC
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by Mike G » Sat Nov 03, 2018 2:37 pm
So your early projections had teeny-tiny errors based on the supposition that the Rockets will pick it up, the Bucks will cool off, etc.
Going just by to-date performance -- and daily adjustments to SOS, which buffets the SRS's noticeably -- these errors will diminish as the season goes along. The range top-to-bottom will also tighten.
Code: Select all
avg abs err rmse avg abs err rmse
KPel 5.94 7.83 bbst 6.92 8.54
shad 6.25 8.15 gold 7.09 8.90
vegas 6.41 8.41 Jinx 7.12 9.01
AnJo 6.45 8.22 Crow 7.34 9.72
cali 6.60 8.69 sndi 7.41 9.30
RyRi 6.62 8.65 538_ 7.47 9.46
J-TF 6.74 9.87 kmed 8.42 10.61
trzu 6.74 8.16 Cica 8.55 10.87
emin 6.77 8.75 Rd11 9.18 11.18
Vegas is holding its own now; last year (most years?) they are middling here.
Mike G
Posts: 6144 Joined: Fri Apr 15, 2011 12:02 am
Location: Asheville, NC
Post
by Mike G » Mon Nov 05, 2018 11:28 am
Over- and under-achieving teams to date, relative to the predictions entered
Code: Select all
. over avg proj under avg proj
20 Sac 23 42 -21 Hou 57 36
13 Mil 48 61 -11 Phl 52 41
11 NYK 25 36 -11 Was 45 34
11 Cha 38 49 -11 Uta 54 43
10 Por 40 51 -9 Min 45 36
9 LAC 38 47 -8 Cle 32 24
8 Mem 33 41 -7 GSW 64 57
5 Chi 26 31 -5 LAL 44 39
Current
projections are according to b-r.com, with serious regression to .500
avg is the average wins predicted by 16 individuals
Mike G
Posts: 6144 Joined: Fri Apr 15, 2011 12:02 am
Location: Asheville, NC
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by Mike G » Wed Nov 07, 2018 2:04 pm
The order has hardly changed, but errors have worsened, and Pelton has extended his lead.
Code: Select all
avg abs err rmse avg abs err rmse
KPel 6.09 7.86 emin 7.12 8.65
shad 6.60 8.09 gold 7.16 8.78
AnJo 6.64 8.16 Jinx 7.22 8.84
J-TF 6.77 9.70 Crow 7.46 9.48
vegas 6.81 8.30 sndi 7.64 9.19
cali 6.83 8.47 538_ 7.72 9.35
RyRi 6.88 8.57 Cica 8.72 10.91
trzu 6.94 8.04 kmed 8.73 10.45
bbst 7.10 8.54 Rd11 9.40 11.13
Rd11490
Posts: 121 Joined: Mon Sep 29, 2014 4:54 am
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by Rd11490 » Wed Nov 07, 2018 5:55 pm
I knew my projections were off (way to long at the tails), but I didn't expect to be this bad. Kings and cavs are killing me.
Mike G
Posts: 6144 Joined: Fri Apr 15, 2011 12:02 am
Location: Asheville, NC
Post
by Mike G » Mon Nov 12, 2018 10:25 am
Based only on current season as projected by b-r.com
Code: Select all
avg abs err rmse avg abs err rmse
KPel 6.17 8.23 Jinx 7.14 8.97
AnJo 6.66 8.36 emin 7.19 8.78
shad 6.68 8.34 gold 7.20 8.94
vegas 6.80 8.46 Crow 7.36 9.34
trzu 6.80 8.02 sndi 7.42 9.28
J-TF 6.83 9.94 538_ 7.80 9.46
RyRi 6.90 8.78 kmed 8.65 10.45
cali 6.93 8.60 Cica 8.69 11.08
bbst 6.97 8.69 Rd11 9.40 11.15
11-14, some nice improvements in 2 days:
Code: Select all
avg abs err rmse avg abs err rmse
KPel 5.80 7.86 Jinx 6.80 8.56
AnJo 6.03 7.92 J-TF 6.82 9.63
shad 6.18 7.90 Crow 6.89 8.85
trzu 6.41 7.56 gold 6.95 8.62
vegas 6.41 8.05 sndi 7.07 8.87
RyRi 6.45 8.34 538_ 7.40 9.07
bbst 6.54 8.29 kmed 8.24 10.06
cali 6.61 8.16 Cica 8.25 10.45
emin 6.69 8.15 Rd11 9.13 10.75
Pelton era over?
Code: Select all
avg abs err rmse avg abs err rmse
AnJo 5.71 7.72 emin 6.70 8.24
KPel 5.71 7.78 Jinx 6.72 8.57
shad 5.94 7.71 J-TF 6.83 9.60
vegas 6.17 7.81 sndi 7.06 8.86
trzu 6.24 7.47 538_ 7.09 8.96
RyRi 6.27 8.22 Crow 7.11 9.02
bbst 6.41 8.22 kmed 8.08 9.98
cali 6.44 8.13 Cica 8.62 10.66
gold 6.64 8.56 Rd11 9.22 11.09
One day later (11-16), nope:
Code: Select all
avg abs err rmse avg abs err rmse
KPel 5.81 7.77 gold 6.73 8.59
AnJo 5.89 7.77 emin 6.74 8.07
shad 6.04 7.66 Jinx 6.81 8.57
vegas 6.11 7.69 sndi 7.10 8.84
trzu 6.40 7.46 538_ 7.18 8.98
RyRi 6.43 8.20 Crow 7.25 9.00
bbst 6.52 8.26 kmed 8.16 9.98
cali 6.61 8.13 Cica 8.79 10.63
J-TF 6.64 9.41 Rd11 9.13 11.12
Mike G
Posts: 6144 Joined: Fri Apr 15, 2011 12:02 am
Location: Asheville, NC
Post
by Mike G » Mon Nov 19, 2018 12:08 pm
Code: Select all
avg abs err rmse avg abs err rmse
AnJo 5.97 7.67 Jinx 6.73 8.51
shad 6.07 7.62 J-TF 6.76 9.28
vegas 6.08 7.70 gold 6.92 8.54
KPel 6.09 7.77 sndi 6.95 8.76
trzu 6.36 7.34 Crow 7.17 8.91
cali 6.45 8.09 538_ 7.27 8.94
RyRi 6.46 8.13 kmed 8.19 9.87
emin 6.68 7.98 Cica 8.64 10.43
bbst 6.70 8.20 Rd11 9.02 10.97
The West continues to dominate the East in inter-conference games.
Those who predicted this are somehow near the bottom.
sndesai1
Posts: 141 Joined: Fri Mar 08, 2013 10:00 pm
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by sndesai1 » Thu Nov 22, 2018 9:44 pm
Thanksgiving Update
https://docs.google.com/spreadsheets/d/ ... IwFv_wPes/
Code: Select all
Rank Entry MAE
1 tarrazu 3.70
2 bbstats 3.78
3 Pinnacle (No Juice) 3.79
4 Average 3.97
5 shadow 3.99
6 caliban 4.00
7 sndesai1 4.04
8 ESPN BPI 4.06
9 eminence 4.07
10 RyanRiot 4.08
11 Jinxed 4.10
12 Andrew Johnson 4.11
13 jgoldstein34 4.17
14 Kevin Pelton 4.27
15 ESPN Summer Forecast 4.29
16 538 4.35
17 Jrue-Tang Forever 4.49
18 kmedved 4.71
19 Crow 4.99
20 Pyth + Regression 5.74
21 Rd11490 5.85
22 Cicada 6.20
Mike G
Posts: 6144 Joined: Fri Apr 15, 2011 12:02 am
Location: Asheville, NC
Post
by Mike G » Sun Nov 25, 2018 3:05 pm
Based on the season in progress;
Code: Select all
avg abs err rmse avg abs err rmse
KPel 6.32 8.17 gold 7.11 8.95
AnJo 6.51 8.07 emin 7.27 8.66
shad 6.62 8.13 sndi 7.33 9.15
trzu 6.64 7.86 J-TF 7.33 9.63
vegas 6.65 8.21 538_ 7.55 9.34
cali 6.73 8.60 Crow 7.73 9.69
RyRi 6.75 8.56 kmed 8.43 10.38
Jinx 7.02 8.94 Cica 9.10 11.01
bbst 7.09 8.53 Rd11 9.21 11.38
12-01: New undisputed leader
Code: Select all
avg abs err rmse avg abs err rmse
trzu 6.29 7.52 J-TF 6.99 9.44
KPel 6.44 7.89 Jinx 7.08 8.72
AnJo 6.62 7.96 emin 7.10 8.40
gold 6.73 8.49 sndi 7.24 8.93
bbst 6.73 8.09 538_ 7.48 9.04
shad 6.75 8.01 Crow 7.85 9.52
cali 6.77 8.44 kmed 7.93 9.85
vegas 6.90 8.13 Cica 8.92 10.74
RyRi 6.95 8.33 Rd11 9.19 11.12
12-05 Pulling away:
Code: Select all
avg abs err rmse avg abs err rmse
trzu 6.16 7.53 J-TF 6.99 9.48
KPel 6.53 7.95 emin 7.03 8.39
gold 6.69 8.50 Jinx 7.11 8.76
bbst 6.69 8.06 sndi 7.17 8.86
shad 6.73 8.03 538_ 7.46 9.02
cali 6.74 8.54 kmed 7.57 9.84
AnJo 6.75 7.99 Crow 7.84 9.61
vegas 6.86 8.15 Cica 8.89 10.74
RyRi 6.94 8.34 Rd11 8.90 11.20
Mike G
Posts: 6144 Joined: Fri Apr 15, 2011 12:02 am
Location: Asheville, NC
Post
by Mike G » Sun Dec 09, 2018 11:22 am
Major improvements at last:
Code: Select all
avg abs err rmse avg abs err rmse
trzu 5.54 6.96 emin 6.39 7.93
KPel 6.01 7.45 Jinx 6.49 8.23
shad 6.04 7.54 sndi 6.66 8.41
bbst 6.07 7.53 J-TF 6.67 9.40
AnJo 6.23 7.63 538_ 6.89 8.57
vegas 6.23 7.70 kmed 7.20 9.39
cali 6.25 8.12 Crow 7.21 9.11
RyRi 6.29 7.92 Rd11 8.21 10.55
gold 6.38 8.13 Cica 8.25 10.26
12/13 update
Code: Select all
avg abs err rmse avg abs err rmse
trzu 5.79 7.18 Jinx 6.49 8.35
emin 6.11 7.91 gold 6.53 8.29
shad 6.14 7.68 sndi 6.59 8.45
bbst 6.17 7.69 J-TF 6.68 9.52
KPel 6.21 7.74 538_ 7.05 8.76
vegas 6.21 7.77 Crow 7.29 9.21
cali 6.31 8.28 kmed 7.30 9.63
AnJo 6.35 7.83 Rd11 8.11 10.68
RyRi 6.40 8.10 Cica 8.33 10.37
sndesai1
Posts: 141 Joined: Fri Mar 08, 2013 10:00 pm
Post
by sndesai1 » Sun Dec 16, 2018 4:55 am
the various projections are becoming pretty consistent now - bk-ref still has a few outliers such as gsw/hou where the exclusion of information outside this season makes them a little more pessimistic than average
538 also has a few divergent expectations relative to the average, though not to the same extent
Mike G
Posts: 6144 Joined: Fri Apr 15, 2011 12:02 am
Location: Asheville, NC
Post
by Mike G » Tue Dec 18, 2018 1:09 pm
These 18 entries now show avg error of 6.29, an improvement of 1.00 since end of Nov.
Code: Select all
avg abs err rmse avg abs err rmse
trzu 5.35 6.62 Jinx 5.99 7.75
vegas 5.67 6.99 J-TF 6.13 8.74
shad 5.76 6.88 sndi 6.23 7.88
AnJo 5.80 7.08 gold 6.26 7.78
KPel 5.82 6.99 538_ 6.66 8.10
cali 5.82 7.57 Crow 7.05 8.86
emin 5.90 7.36 kmed 7.18 9.08
RyRi 5.91 7.37 Cica 7.79 9.67
bbst 5.97 7.21 Rd11 7.86 10.27
The avg is dragged down by the bottom 1/4; but in the last 3 weeks the spread (top to bottom) has also shrunk from 3.13 to 2.51
Rd11490
Posts: 121 Joined: Mon Sep 29, 2014 4:54 am
Post
by Rd11490 » Tue Dec 18, 2018 3:03 pm
Minnesota, Sacramento and Cleveland are absolutely ruining me >.<