Regression Analysis for NBA Rookies

Can the effectiveness of rookies be predicted from their college statistics?

Code from an analysis of NBA drafted rookies who played NCAA college basketball.

Data used from Basketball Reference and RealGM includes college statistics for all seasons since 2002 - 2003, NBA rookie year statistics, and NBA career statistics.