An introduction to nonparametric statistics (Record no. 4449)
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| fixed length control field | 02226nam a22002057a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20230302162542.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230302b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367194840 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Item number | KOL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kolassa, John E. |
| 245 ## - TITLE STATEMENT | |
| Title | An introduction to nonparametric statistics |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc. | CRC Press |
| Place of publication, distribution, etc. | Boco Raton |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xii, 212 p. |
| 365 ## - TRADE PRICE | |
| Price type code | GBP |
| Price amount | 79.99 |
| 490 ## - SERIES STATEMENT | |
| Series statement | Text in statistical science |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Table of Contents<br/>Background<br/><br/>One-Sample Nonparametric Inference<br/><br/>Two-Sample Testing<br/><br/>Methods for Three or More Groups<br/><br/>Group Differences with Blocking<br/><br/>Bivariate Methods<br/><br/>Multivariate Analysis<br/><br/>Density Estimation<br/><br/>Regression Function Estimates<br/><br/>Resampling Techniques<br/><br/>Appendices |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | An Introduction to Nonparametric Statistics presents techniques for statistical analysis in the absence of strong assumptions about the distributions generating the data. Rank-based and resampling techniques are heavily represented, but robust techniques are considered as well. These techniques include one-sample testing and estimation, multi-sample testing and estimation, and regression.<br/><br/>Attention is paid to the intellectual development of the field, with a thorough review of bibliographical references. Computational tools, in R and SAS, are developed and illustrated via examples. Exercises designed to reinforce examples are included.<br/><br/>Features<br/><br/>Rank-based techniques including sign, Kruskal-Wallis, Friedman, Mann-Whitney and Wilcoxon tests are presented<br/>Tests are inverted to produce estimates and confidence intervals<br/>Multivariate tests are explored<br/>Techniques reflecting the dependence of a response variable on explanatory variables are presented<br/>Density estimation is explored<br/>The bootstrap and jackknife are discussed<br/>This text is intended for a graduate student in applied statistics. The course is best taken after an introductory course in statistical methodology, elementary probability, and regression. Mathematical prerequisites include calculus through multivariate differentiation and integration, and, ideally, a course in matrix algebra. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Nonparametric statistics |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
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| Dewey Decimal Classification | Operations Management & Quantitative Techniques | 711/22-23 | 20/02/2023 | Indian Institute of Management LRC | Indian Institute of Management LRC | General Stacks | 03/02/2023 | T V Enterprises | 5264.60 | 519.5 KOL | 004639 | 03/02/2023 | 1 | 8007.00 | 03/02/2023 | Book |