Download PDF by Hans-Michael Kaltenbach: A Concise Guide to Statistics (SpringerBriefs in Statistics)

By Hans-Michael Kaltenbach

The textual content offers a concise creation into basic innovations in records. bankruptcy 1: brief exposition of chance idea, utilizing usual examples. bankruptcy 2: Estimation in concept and perform, utilizing biologically influenced examples. Maximum-likelihood estimation in lined, together with Fisher info and tool computations. equipment for calculating self assurance durations and powerful choices to plain estimators are given. bankruptcy three: speculation trying out with emphasis on innovations, really type-I , type-II error, and studying try effects. numerous examples are supplied. T-tests are used all through, very important different checks and robust/nonparametric choices. a number of checking out is mentioned in additional intensity, and mixture of self sustaining checks is defined. bankruptcy four: Linear regression, with computations completely according to R. a number of team comparisons with ANOVA are coated including linear contrasts, back utilizing R for computations.

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A Concise Guide to Statistics (SpringerBriefs in Statistics) by Hans-Michael Kaltenbach

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