Download e-book for iPad: A Concise Guide to Statistics (SpringerBriefs in Statistics) by Hans-Michael Kaltenbach

By Hans-Michael Kaltenbach

The textual content offers a concise creation into basic suggestions in records. bankruptcy 1: brief exposition of chance thought, utilizing conventional examples. bankruptcy 2: Estimation in concept and perform, utilizing biologically stimulated examples. Maximum-likelihood estimation in coated, together with Fisher details and tool computations. equipment for calculating self belief durations and powerful choices to straightforward estimators are given. bankruptcy three: speculation checking out with emphasis on recommendations, rather type-I , type-II error, and examining try out effects. a number of examples are supplied. T-tests are used all through, vital different checks and robust/nonparametric choices. a number of checking out is mentioned in additional intensity, and mix of autonomous checks is defined. bankruptcy four: Linear regression, with computations exclusively in accordance with R. a number of workforce comparisons with ANOVA are lined 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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