Journal of Applied Statistics · 1987 · 22 citations · 11 references
Natural SciencesPsychologyPredictive AnalyticsStatistical ModelingStatisticsInferential StatisticsStatistical AnalysisStatistical InferenceLeast Squares ProblemsPlayer AnalyticsPlayer Behavior AnalyticsStrategic Candidate PlacementWeighted Least Squares
The rules of American football favor the strategic placement of the 11 players per team making the identification of statistical tendencies a particularly useful capability. Gambling on American football games is explained. Several automated prediction techniques are discussed and compared, including least squares, weighted least squares, James-Stein, and Harville. A more data-intensive approach is discussed. That approach has coaching implications as well as predictive ability.
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Bradley Efron, Carl N. Morris · Scientific American · 1977 · 765 citations
Mansour Eslami · Journal of the Franklin Institute · 1978 · 707 citations