Robust statistical methods with R (Record no. 59043)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01865nam a2200205 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781138035362 (hardback : alk. paper) |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Item number | JUR/R |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Jurečková, Jana, |
| 245 10 - TITLE STATEMENT | |
| Title | Robust statistical methods with R |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2 |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | boca Raton |
| Name of publisher | CRC Press |
| Year of publication | 2019 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 254p |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | The second edition of Robust Statistical Methods with R provides a systematic treatment of robust procedures with an emphasis on new developments and on the computational aspects. There are many numerical examples and notes on the R environment, and the updated chapter on the multivariate model contains additional material on visualization of multivariate data in R. A new chapter on robust procedures in measurement error models concentrates mainly on the rank procedures, less sensitive to errors than other procedures. This book will be an invaluable resource for researchers and postgraduate students in statistics and mathematics.<br/><br/>Features<br/><br/>• Provides a systematic, practical treatment of robust statistical methods<br/><br/>• Offers a rigorous treatment of the whole range of robust methods, including the sequential versions of estimators, their moment convergence, and compares their asymptotic and finite-sample behavior<br/><br/>• The extended account of multivariate models includes the admissibility, shrinkage effects and unbiasedness of two-sample tests<br/><br/>• Illustrates the small sensitivity of the rank procedures in the measurement error model<br/><br/>• Emphasizes the computational aspects, supplies many examples and illustrations, and provides the own procedures of the authors in the R software on the book’s website |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Robust statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Mathematical statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Picek, Jan, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Schindler, Martin |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | BK |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| Withdrawn status | |
| Lost status | |
| Damaged status | |
| Home library | Shelving location | Date acquired | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|
| Kannur University Central Library | Stack | 21/07/2020 | 519.5 JUR/R | 50497 | BK |