Statistical analysis and data display : an intermediate course with examples in R
xxxi, 808 p. : ill.
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oai:https:--thuvienso.hoasen.edu.vn:123456789-105172023-10-12T04:32:53Z Statistical analysis and data display : an intermediate course with examples in R Heiberger, Richard M. Holland, Burt Mathematical statistics Statistics Data processing R (Computer program language) S-Plus SAS (Computer file) xxxi, 808 p. : ill. The second edition features new chapters, sections and revisions. New chapters cover Likert Scale Data to build on the importance of rating scales in fields from population studies to psychometrics. 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 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. 2nd edition 2015 Book 978-1-4939-2122-5 https://thuvienso.hoasen.edu.vn/handle/123456789/10517 en Springer Texts in Statistics application/pdf application/pdf Springer |
institution |
Trường Đại học Hoa Sen |
collection |
DSpaceHS |
language |
English |
topic |
Mathematical statistics Statistics Data processing R (Computer program language) S-Plus SAS (Computer file) |
spellingShingle |
Mathematical statistics Statistics Data processing R (Computer program language) S-Plus SAS (Computer file) Heiberger, Richard M. Holland, Burt Statistical analysis and data display : an intermediate course with examples in R |
description |
xxxi, 808 p. : ill. |
format |
Book |
author |
Heiberger, Richard M. Holland, Burt |
author_facet |
Heiberger, Richard M. Holland, Burt |
author_sort |
Heiberger, Richard M. |
title |
Statistical analysis and data display : an intermediate course with examples in R |
title_short |
Statistical analysis and data display : an intermediate course with examples in R |
title_full |
Statistical analysis and data display : an intermediate course with examples in R |
title_fullStr |
Statistical analysis and data display : an intermediate course with examples in R |
title_full_unstemmed |
Statistical analysis and data display : an intermediate course with examples in R |
title_sort |
statistical analysis and data display : an intermediate course with examples in r |
publisher |
Springer |
url |
https://thuvienso.hoasen.edu.vn/handle/123456789/10517 |
work_keys_str_mv |
AT heibergerrichardm statisticalanalysisanddatadisplayanintermediatecoursewithexamplesinr AT hollandburt statisticalanalysisanddatadisplayanintermediatecoursewithexamplesinr |
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1794705811173277696 |