Department of Mathematical Sciences, Montana State University, Bozeman, 2011 – 411 p. - These notes were written to supplement the class lectures in “Linear Models” (STAT 505) at Montana State University. In large part, the Primer on Matrix Analysis consists of descriptions of matrix operators that have important applications to the study of linear statistical models. Theorems...
This course focuses on the following key areas: statistical inference, analysis of variance, multiple regression, categorical data analysis, and logistic regression. You learn to construct graphs to explore and summarize data, construct confidence intervals for means, test hypotheses, apply multiple comparison techniques in ANOVA, assess and correct collinearity in multiple...
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