Download E-books A Concise Guide to Statistics (SpringerBriefs in Statistics) PDF

By Hans-Michael Kaltenbach

The textual content provides a concise advent into primary options in statistics. bankruptcy 1: brief exposition of likelihood thought, utilizing usual examples. bankruptcy 2: Estimation in conception and perform, utilizing biologically inspired examples. Maximum-likelihood estimation in lined, together with Fisher details and tool computations. equipment for calculating self assurance durations and strong possible choices to plain estimators are given. bankruptcy three: speculation checking out with emphasis on options, really type-I , type-II mistakes, and studying try out effects. a number of examples are supplied. T-tests are used all through, vital different checks and robust/nonparametric possible choices. a number of trying out is mentioned in additional intensity, and mixture of self reliant assessments is defined. bankruptcy four: Linear regression, with computations exclusively in response to R. a number of staff comparisons with A.N.O.V.A. are coated including linear contrasts, back utilizing R for computations.

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