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Sports Performance Measurement and Analytics: The Science of Assessing Performance, Predicting Future Outcomes, Interpreting Statistical Models, and Evaluating the Market Value of Athletes
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Sports Performance Measurement and Analytics: The Science of Assessing Performance, Predicting Future Outcomes, Interpreting Statistical Models, and Evaluating the Market Value of Athletes

by Lorena Martin
February 2016
Beginner to intermediate
320 pages
9h 20m
English
Pearson
Content preview from Sports Performance Measurement and Analytics: The Science of Assessing Performance, Predicting Future Outcomes, Interpreting Statistical Models, and Evaluating the Market Value of Athletes

Statistics Glossary

analysis of covariance (ANCOVA) A general linear model which blends ANOVA and regression, where the regression is used to control for a confounding variable. Also see F-test.

analysis of variance (ANOVA) A statistical method used to test differences between two or more means on a continuous dependent variable. Also see F-test.

Bayesian statistics Inferential statistics built on probability theory, in particular, Bayes Theorem, which provides a means by which probabilities may be updated based on additional information.

binary variable A variable that takes only two values, often coded as 0 and 1.

bootstrap sampling Resampling technique that involves repeated sampling with replacement from a sample. This provides a way to test ...

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Publisher Resources

ISBN: 9780134193892Purchase book