Search found 109 matches

by vzografos
Mon Apr 12, 2021 9:00 am
Forum: APBRmetrics
Topic: My code and data for NBA games prediction
Replies: 2
Views: 3005

Re: My code and data for NBA games prediction

A lot. 1) Markets (exchanges) are very efficient. Not in terms of accuracy of prediction but in terms of probabilities. So they might get 40-45% of the games wrong but the market/crowd are very good in giving high probabilities on the games they get right and low probabilities on the games they get ...
by vzografos
Fri Apr 09, 2021 12:24 am
Forum: APBRmetrics
Topic: My code and data for NBA games prediction
Replies: 2
Views: 3005

My code and data for NBA games prediction

Hi everyone, ok here is all my code and data that I have been working on for the last 3-4 years. I do not have much time (nor interest) in pursuing this any more, since my focus has moved on to other things. If someone has any use for it please go ahead and try it out. It is in python. https://githu...
by vzografos
Wed Feb 03, 2021 7:30 pm
Forum: APBRmetrics
Topic: 2020-21 team win projection contest
Replies: 113
Views: 63531

Re: 2020-21 team win projection contest

There is a difference between pre-season predictions and extrapolation of current season data, or there should be. Ultimately the predictions will be measured against the actuals. If the in season projections are not well regarded, could just measure against simple season to date performances. Sure...
by vzografos
Wed Feb 03, 2021 5:09 pm
Forum: APBRmetrics
Topic: 2020-21 team win projection contest
Replies: 113
Views: 63531

Re: 2020-21 team win projection contest

https://www.espn.com/nba/story/_/page/BPI-Playoff-Odds/espn-nba-basketball-power-index-playoff-odds I am dubious of some of these projections. Toronto, Brooklyn, Houston, OKC, Utah... I am not ESPN predictions are even worse than 538's :lol: I d like to paste a table of expert predictors from the l...
by vzografos
Wed Feb 03, 2021 11:20 am
Forum: APBRmetrics
Topic: 2020-21 team win projection contest
Replies: 113
Views: 63531

Re: 2020-21 team win projection contest

I'm worse now relative to 538 Elo. (Think I used their player based projections last time and not sure if that gets updated.) Actually dont compare (or use) the 538 elo or carmelo predictions. They are pretty poor, consistently predicting below the market. I have been tracking them for the last few...
by vzografos
Tue Feb 02, 2021 12:22 am
Forum: APBRmetrics
Topic: Data: Preventing Wide-Open 3s
Replies: 7
Views: 6866

Re: Data: Preventing Wide-Open 3s

The first model gives every team in the league the same three point defense probability. This is a kind of default; assume teams *aren't* actually different at defending open threes. This results in a single distribution of plausible theta values (opponent open three point accuracy). Sampling from ...
by vzografos
Mon Feb 01, 2021 4:18 pm
Forum: APBRmetrics
Topic: Data: Preventing Wide-Open 3s
Replies: 7
Views: 6866

Re: Data: Preventing Wide-Open 3s

DSMok1 wrote: Mon Feb 01, 2021 1:04 pm with the variation being solely from variance?
I am not sure what this statement means exactly, but I have a feeling that the work he did has some statistical problems/discrepancies.
by vzografos
Sun Jan 31, 2021 9:30 pm
Forum: APBRmetrics
Topic: Data: Preventing Wide-Open 3s
Replies: 7
Views: 6866

Re: Data: Preventing Wide-Open 3s

Crow wrote: Sun Jan 31, 2021 8:20 pm Mentioned your post to the author at @thecity2 on twitter.
ah sorry. I thought the author was the original poster. I didnt realise
by vzografos
Sun Jan 31, 2021 4:04 pm
Forum: APBRmetrics
Topic: Data: Preventing Wide-Open 3s
Replies: 7
Views: 6866

Re: Data: Preventing Wide-Open 3s

Hi I had a quick look at that exposition (at least only at the first model). I have to say I did not really understand the logic behind some of the model assumptions. Couple of questions (again I only read up to the first model): 1) The data you are modelling seems to be just 3d point percentages. Y...
by vzografos
Tue Jan 26, 2021 3:36 pm
Forum: APBRmetrics
Topic: Shooting motions: A Data Dump
Replies: 1
Views: 2929

Re: Shooting motions: A Data Dump

Nice stuff (has it been smoothed?).

If only I had some time...
by vzografos
Sat Jan 16, 2021 10:50 am
Forum: APBRmetrics
Topic: Indiana vs Portland 14/01/2021
Replies: 4
Views: 3733

Re: Indiana vs Portland 14/01/2021

But can you detect something that happened before the 27 point run that could be used to predict it beforehand?
by vzografos
Fri Jan 15, 2021 11:49 am
Forum: APBRmetrics
Topic: Indiana vs Portland 14/01/2021
Replies: 4
Views: 3733

Indiana vs Portland 14/01/2021

So....how does something like this happen? https://i.ibb.co/xKk0GHm/Untitled.jpg From a relatively equal game for the whole of Q1...and then in Q2 they just go on a 27 point lead!! I mean I predicted that game correctly but I could never have predicted that run. Does anyone know what happened there?...
by vzografos
Tue Jan 12, 2021 9:08 am
Forum: APBRmetrics
Topic: Is it just me....
Replies: 3
Views: 3668

Re: Is it just me....

It's definitely not just you. This is certainly a strange start to the season. Although I think it was somewhat predictable after watching games from the covid bubble last season. Players are on edge and team chemistries are getting messed with. Covid is having a massive effect on everything around...
by vzografos
Mon Jan 04, 2021 9:53 pm
Forum: APBRmetrics
Topic: Flaws with RAPM
Replies: 63
Views: 63939

Re: Flaws with RAPM

xkonk wrote: Mon Jan 04, 2021 9:37 pm But I am curious why you think that high school academic history/SAT scores aren't dependent on a student's job/financial situation, family issues, work ethic, etc.?
Look at Trump
by vzografos
Mon Jan 04, 2021 3:38 am
Forum: APBRmetrics
Topic: Is it just me....
Replies: 3
Views: 3668

Is it just me....

...or are game results completely out of whack this season? Last season around the same time (70-80 games played in total) the markets were predicting correctly close to 70% of the games. This time around I am only seeing around 50%, and some games are really weird. Many sub 30-20% win chance games ...