Fundamentals of Modern Statistical Methods

Substantially Improving Power and Accuracy

AvRand R. Wilcox

Häftad, Engelska, 2014

1 395 kr

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Beskrivning

This book describes basic statistical principles from a point of view that makes their shortcomings intuitive and easy to understand. The emphasis is on verbal and graphical descriptions of concepts. The book includes a number of new advances and insights.

Produktinformation

Utgivningsdatum:2014-09-05
Mått:155 x 235 x 15 mm
Vikt:411 g
Format:Häftad
Språk:Engelska
Antal sidor:249
Upplaga:2
Förlag:Springer-Verlag New York Inc.
ISBN:9781489984708

Utforska kategorier

Nationalekonomi inom Ekonomi och Ledarskap
Matematisk statistik inom Naturvetenskap och teknik
Sociologi inom Samhälle och politik

Recensioner i media

From the reviews of the second edition: "It is a well-written and neatly organized book that introduces modern robust statistical methods ... . the book not only a handbook for applied researchers who need to conduct reasonable and interpretable data analysis, but also a good textbook for non-statistics students and statistics undergraduate students. This is the only book on the subject written for this audience to my knowledge. ... It provides insights and more methodological options in statistical analysis for students and applied researchers."--- (Tian Siva Tian, Psychometrika, Vol. 76 (1), January, 2011)

Innehållsförteckning

Getting Started.- The Normal Curve and Outlier Detection.- Accuracy and Inference.- Hypothesis Testing and Small Sample Sizes.- The Bootstrap.- A Fundamental Problem.- Robust Measures of Location.- Inferences About Robust Measures of Location.- Measures Of Association.- Robust Regression.- Alternative Strategies and Software.