Event history analysis with R [2nd ed.] (Record no. 565212)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02894 a2200265 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220121115016.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220121b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781138587717 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | IIT Kanpur |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 304.6 |
| Item number | B794e2 |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Brostrom, Goran |
| 245 ## - TITLE STATEMENT | |
| Title | Event history analysis with R [2nd ed.] |
| Statement of responsibility, etc | Goran Brostrom |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher | CRC Press |
| Year of publication | 2022 |
| Place of publication | Boca Raton |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxxv, 304p |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | The R Series |
| 500 ## - GENERAL NOTE | |
| General note | A Chapman and Hall Book |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | With an emphasis on social science applications, Event History Analysis with R, Second Edition, presents an introduction to survival and event history analysis using real-life examples. Since publication of the first edition, focus in the field has gradually shifted towards the analysis of large and complex datasets. This has led to new ways of tabulating and analysing tabulated data with the same precision and power as that of an analysis of the full data set. Tabulation also makes it possible to share sensitive data with others without violating integrity.<br/><br/>The new edition extends on the content of the first by both improving on already given methods and introducing new methods. There are two new chapters, Explanatory Variables and Regression, and Register- Based Survival Data Models. The book has been restructured to improve the flow, and there are significant updates to the computing in the supporting R package.<br/><br/>Features<br/><br/>• Introduction to survival and event history analysis and how to solve problems with incomplete data<br/>using Cox regression.<br/>• Parametric proportional hazards models, including the Weibull, Exponential, Extreme Value, and<br/>Gompertz distributions.<br/>• Parametric accelerated failure time models with the Lognormal, Loglogistic, Gompertz, Exponential,<br/>Extreme Value, and Weibull distributions.<br/>• Proportional hazards models for occurrence/exposure data, useful with tabular and register based data,<br/>often with a huge amount of observed events.<br/>• Special treatments of external communal covariates, selections from the Lexis diagram, and creating<br/>period as well as cohort statistics.<br/>• “Weird bootstrap” sampling suitable for Cox regression with small to medium-sized data sets.<br/>• Supported by an R package (https://CRAN.R-project.org/package=eha), including code and data for<br/>most examples in the book.<br/>• A dedicated home page for the book at http://ehar.se/r/ehar2<br/><br/>This substantial update to this popular book remains an excellent resource for researchers and practitioners<br/>of applied event history analysis and survival analysis. It can be used as a text for a course for graduate<br/>students or for self-study. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Event history analysis |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Social sciences -- Statistical methods |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| General Stacks | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 31/01/2022 | 60 | 6017.20 | 304.6 B794e2 | A185525 | 7521.50 | Books |