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Statistical analysis and data display: an intermediate course with examples in R

Heiberger, Richard M.; Holland, Burt (Spinger Science, 2015)
URI : http://lontar.ui.ac.id/detail?id=20510034&lokasi=lokal
 Abstract
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 tabular listings--for all the methods they cover. They emphasize how to construct and interpret graphs. They discuss principles of graphical design. They identify situations where visual impressions from graphs may need confirmation from traditional tabular results. All chapters have exercises.
The authors provide and discuss R functions for all the new graphical display formats. All graphs and tabular output in the book were constructed using these functions. Complete R scripts for all examples and figures are provided for readers to use as models for their own analyses.
This book can serve as a standalone text for statistics majors at the masters 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.
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 Statistical Analysis And Data Display.pdf ::
 Metadata
Call Number : e20510034
Author :
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Publishing : New York: Spinger Science, 2015
Cataloguing Source : LibUI eng rda
Language : eng
Responsibility Statement : Richard M. Heiberger, Burt Holland
Edition : second edition
Collection Source : Springer
Content Type : text (rdacontent)
Media Type : computer (rdamedia)
Carrier Type : online resource (rdacarrier)
Physical Description : xxxi, 898 pages : illustration
Linkhttps://link.springer.com/book/10.1007/978-1-4939-2122-5
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Call Number Barcode Number Availability
e20510034 02-20-467126640 TERSEDIA
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No review available for this collection: 20510034