Computational handbook of statistics

  • What is statistical handbook?

    The Handbook of Statistics is a series of self-contained reference books, with each volume devoted to a particular topic in statistics.
    Every chapter is written by prominent contributors in the field..

3.8/5Goodreads 3.8/5AbeBooks Features a step-by-step approach to statistical analysis. Includes illustrative examples from the behavioral and social sciences - applicable to education as well as a broad range of other fields. Google BooksOriginally published: 1968Authors: James L. Bruning and B. L. Kintz
Rating 4.3 (20) $167.47Book overview. Features a step-by-step approach to statistical analysis. Includes illustrative examples from the behavioral and social sciences – applicable to 
Rating 4.3 (20) $167.47Features a step-by-step approach to statistical analysis. Includes illustrative examples from the behavioral and social sciences – applicable to education as 
Rating 4.3 (20) $167.47The book is recommended for anyone who needs to check under the hood of their black-box statistical analysis software. It is equally accessible to students 

Metric for fit of statistical models

The goodness of fit of a statistical model describes how well it fits a set of observations.
Measures of goodness of fit typically summarize the discrepancy between observed values and the values expected under the model in question.
Such measures can be used in statistical hypothesis testing, e.g. to test for normality of residuals, to test whether two samples are drawn from identical distributions, or whether outcome frequencies follow a specified distribution.
In the analysis of variance, one of the components into which the variance is partitioned may be a lack-of-fit sum of squares.

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