Search found 5 matches
- Tue Nov 20, 2012 5:28 pm
- Forum: APBRmetrics
- Topic: Prediction with BoxScore totals
- Replies: 87
- Views: 124891
Re: Prediction with BoxScore totals
If people that want the old RAPM back had said so when I started working with priors I'd have an easier time following their arguments. Or if they wanted the vanilla RAPM back, not RiRAPM. The reason is this: Once you start working with priors you have to ask yourself what you want to use as a prio...
- Sat Nov 17, 2012 3:06 am
- Forum: APBRmetrics
- Topic: Prediction with BoxScore totals
- Replies: 87
- Views: 124891
Re: Prediction with BoxScore totals
RAPM attmpts to tackle this problem with ridge regression, but depending on the chosen Tikhonov matrix there is a certain level of bias introduced in the data, so that whilst out-of-sample prediction is improved, the inherent bias means that fair player comparison becomes tricky. By choosing improv...
- Sat Nov 17, 2012 1:33 am
- Forum: APBRmetrics
- Topic: Prediction with BoxScore totals
- Replies: 87
- Views: 124891
Re: Prediction with BoxScore totals
I feel like pointing out that RAPM is biased by design, so whilst it may not suffer the same lack of completeness as the box-score it is biased in another way. I think the aim should be to minimize our errors in explaining future outcomes, and not worry so much about the 'purity' of our results. A ...
- Sat Nov 17, 2012 1:26 am
- Forum: APBRmetrics
- Topic: Prediction with BoxScore totals
- Replies: 87
- Views: 124891
Re: Prediction with BoxScore totals
My main goal is to build a metric that is best at forecasting future offensive efficiency; It is my belief that this is equivalent with building a metric that gives the most accurate player ratings. My goal is not to build a metric that further needs to be combined with other metrics. Especially be...
- Fri Nov 16, 2012 1:26 am
- Forum: APBRmetrics
- Topic: Prediction with BoxScore totals
- Replies: 87
- Views: 124891
Re: Prediction with BoxScore totals
This new metric consisting of recursively informed RAPM+BoxScoreRating is now on my website as "xRAPM" and has replaced RAPM There are full lists of players for each year, like here http://stats-for-the-nba.appspot.com/ratings/2007.html and team pages with player ratings of '13, like this...