Michael W. Trosset

An Introduction to Statistical Inference and Its Applications with R

• Broschiertes Buch

Produktbeschreibung

With amusing anecdotes and trivia, this text explains how statistical methods are used for data analysis and uses the elementary functions of R to perform the individual steps of statistical procedures. It introduces basic concepts of inference through a careful study of several important procedures, including parametric and nonparametric method

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Produktdetails

• Chapman & Hall/CRC Texts in Statistical Science
• Verlag: Taylor & Francis Ltd
• Seitenzahl: 496
• Erscheinungstermin: 21. Januar 2023
• Englisch
• Abmessung: 154mm x 234mm x 31mm
• Gewicht: 746g
• ISBN-13: 9781032477725
• ISBN-10: 1032477725
• Artikelnr.: 68884340

Autorenporträt

Michael W. Trosset is Professor of Statistics and Director of the Indiana Statistical Consulting Center at Indiana University.

Inhaltsangabe

Experiments. Mathematical Preliminaries. Probability. Discrete Random Variables. Continuous Random Variables. Quantifying Population Attributes. Data. Lots of Data. Inference. 1-Sample Location Problems. 2-Sample Location Problems. The Analysis of Variance. Goodness-of-Fit. Association. Simple Linear Regression. Simulation-Based Inference. R: A Statistical Programming Language. Index.