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FanDuel Scoring Isn’t Normal: Running Backs

  By Danny Tuccitto February 4, 2016 - 5:29 pm February 4, 2016 Modeling Monday

Re-examining the statistical distribution of RB scoring on FanDuel. Continue Rounding

Tagged   fantasy football, multilevel modeling
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FanDuel Scoring Isn’t Normal: Quarterbacks

  By Danny Tuccitto February 2, 2016 - 5:29 pm February 3, 2016 Modeling Monday

Re-examining the statistical distribution of QB scoring on FanDuel. Continue Rounding

Tagged   fantasy football, multilevel modeling
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Pass-Run Ratio: MLM or OLS?

  By Danny Tuccitto April 6, 2015 - 5:29 pm April 7, 2015 Modeling Monday

How much of the variation in Pass-Run Ratio since 1978 is due to head coach differences? Continue Rounding

Tagged   head coaches, MLM or OLS, multilevel modeling, pass-run ratio, RA model
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A Review of Expected Contract Value

  By Danny Tuccitto February 25, 2015 - 5:29 pm February 25, 2015 Wisdom Wednesday

The strengths and weaknesses of ECV. Continue Rounding

Tagged   cross-validation, expected contract value, multicolliearity, multilevel modeling, overfitting
5 Comments

Simple Rating System: MLM or OLS?

  By Danny Tuccitto August 30, 2014 - 5:29 pm February 17, 2015 Modeling Monday

How much of a team’s SRS in a given season is due to characteristics of the head coaching regime? Continue Rounding

Tagged   design effect, head coaches, MLM or OLS, multilevel modeling, RA model, SRS, variance
2 Comments

Bienvenue à Latent Growth Modeling

  By Danny Tuccitto August 11, 2014 - 5:29 pm February 17, 2015 Modeling Monday

Why latent growth modeling is ideal for studying NFL player development over time. Continue Rounding

Tagged   age curves, ANY/A, latent growth modeling, multilevel modeling, sphericity
4 Comments

Pythagorean Win Percentage: MLM or OLS?

  By Danny Tuccitto August 5, 2014 - 5:29 pm February 13, 2015 Modeling Monday

How much of variation in Pythagorean Win Percentage since 1970 is due to head coach differences, and what does this imply for methodology? Continue Rounding

Tagged   design effect, head coaches, intraclass correlation coefficient, MLM or OLS, multilevel modeling, PythW%, RA model, variance
6 Comments

NFL Variance: MLM vs. OLS

  By Danny Tuccitto August 1, 2014 - 5:29 pm February 13, 2015 Modeling Monday

Why multilevel modeling handles NFL variance better than OLS regression. Continue Rounding

Tagged   ANY/A, clustering, design effect, intraclass correlation coefficient, multilevel modeling, PythW%, variance
15 Comments

Bienvenidos a Multilevel Modeling with NFL Data

  By Danny Tuccitto July 30, 2014 - 5:29 pm February 13, 2015 Modeling Monday

Why multilevel modeling is better than OLS regression in an NFL context. Continue Rounding

Tagged   ANY/A, clustering, head coaches, multilevel modeling, PythW%
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