October 2014
Beginner
624 pages
21h 45m
English
Content preview from An Introduction to Probability and Statistical Inference, 2nd Edition
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Chapter 14
Two models of analysis of variance
This chapter is about statistical analysis in certain statistical models referred to as Analysis of Variance (ANOVA). There is a great variety of such models, and their detailed study constitutes an interesting branch of statistics. What is done presently is to introduce two of the simplest models of ANOVA, underline the basic concepts involved, and proceed with the analysis in the framework of the proposed models.
The first section is devoted to the study of the one-way layout ANOVA with the same number of observations for each combination of the factors involved (cells). The study consists in providing a motivation for the model, in deriving the maximum likelihood estimates (MLE's) of its parameters, ...
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