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Category: Modeling Monday

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A Confirmatory Factor Analysis of Adjusted Net Yards per Attempt (Part 1)

  By Danny Tuccitto February 23, 2015 - 5:29 pm February 24, 2015 Modeling Monday

The first installment in a measurement validity evaluation of ANY/A. Continue Rounding

Tagged   ANY/A, confirmatory factor analysis
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
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LGM and NFL Age Curves: Yeah, We Care About Attrition

  By Danny Tuccitto August 14, 2014 - 5:29 pm February 17, 2015 Modeling Monday

Missing data is a fever for NFL age curves, and the only cure is more LGM. Continue Rounding

Tagged   age curves, ANY/A, latent growth modeling, missing data
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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