Statistical Analysis and Data Display

Name: Statistical Analysis and Data Display
Brand: Springer-Verlag New York Inc.
SKU: 9781441923202
Price: 195.36 EUR
Availability: InStock

An Intermediate Course with Examples in S-Plus, R, and SAS

Autor: Richard M. Heiberger, Burt Holland

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag New York Inc.

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195.36 €

This presentation of statistical methods features extensive use of graphical displays for exploring...

Informácie o knihe

Autor

Richard M. Heiberger, Burt Holland

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2010

Stránok

730

EAN

9781441923202

ISBN

1441923209

Enbook ID

06794496

Vydavateľ

Springer-Verlag New York Inc.

Hmotnosť

1366

Rozmery

257 x 181 x 43

Kompletný popis

This presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The authors demonstrate how to analyze data showing code, graphics, and accompanying computer listings. They emphasize how to construct and interpret graphs, discuss principles of graphical design, and show how tabular results are used to confirm the visual impressions derived from the graphs. Many of the graphical formats are novel and appear here for the first time in print.This contemporary presentation of statistical methods features extensive use of graphical displays for exploring data and for displaying the analysis. The authors demonstrate how to analyze data showing code, graphics, and accompanying computer listings for all the methods they cover. They emphasize how to construct and interpret graphs, discuss principles of graphical design, and show how accompanying traditional tabular results are used to confirm the visual impressions derived directly from the graphs. Many of the graphical formats are novel and appear here for the first time in print. All chapters have exercises.§This book can serve as a standalone text for statistics majors at the master's level and for other quantitatively oriented disciplines at the doctoral level, and as a reference book for researchers. In-depth discussions of regression analysis, analysis of variance, and design of experiments are followed by introductions to analysis of discrete bivariate data, nonparametrics, logistic regression, and ARIMA time series modeling. The authors illustrate classical concepts and techniques with a variety of case studies using both newer graphical tools and traditional tabular displays.§The authors provide and discuss S-Plus, R, and SAS executable functions and macros for all new graphical display formats. All graphs and tabular output in the book were constructed using these programs. Complete transcripts for all examples and figures are provided for readers to use as models for their own analyses.§Richard M. Heiberger and Burt Holland are both Professors in the Department of Statistics at Temple University and elected Fellows of the American Statistical Association. Richard M. Heiberger participated in the design of the S-Plus linear model and analysis of variance commands while on research leave at Bell Labs in 1987 88 and has been closely involved as a beta tester and user of S-Plus. Burt Holland has made many research contributions to linear modeling and simultaneous statistical inference, and frequently serves as a consultant to medical investigators. Both teach the Temple University course sequence that inspired them to write this text.

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Statistical Analysis and Data Display

An Intermediate Course with Examples in S-Plus, R, and SAS

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Kompletný popis

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