By Annette J. Dobson,Adrian Barnett
Like its predecessor, this version offers the theoretical heritage of generalized linear types (GLMs) ahead of concentrating on equipment for studying specific different types of info. It covers general, Poisson, and binomial distributions; linear regression types; classical estimation and version becoming tools; and frequentist equipment of statistical inference. After forming this starting place, the authors discover a number of linear regression, research of variance (ANOVA), logistic regression, log-linear versions, survival research, multilevel modeling, Bayesian versions, and Markov chain Monte Carlo (MCMC) tools.
Using renowned statistical software program courses, this concise and obtainable textual content illustrates sensible ways to estimation, version becoming, and version comparisons. It comprises examples and workouts with whole info units for almost the entire versions covered.
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