Survival analysis / (Record no. 2603)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02772cam a22004098i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 22521315 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | KWUST |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240209091036.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220417s2023 flu b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2022004141 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367030377 |
| Qualifying information | (hardback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781032308487 |
| Qualifying information | (paperback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781003306979 |
| Qualifying information | (ebook) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | LCC |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | KWUST |
| Modifying agency | DLC |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | R 853.S7 |
| Item number | .V35 2023 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 610.72/4 |
| Edition number | 23/eng/20220513 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Tattar, Prabhanjan, |
| Dates associated with a name | 1979- |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Survival analysis / |
| Statement of responsibility, etc. | Prabhanjan Narayanachar Tattar, H J Vaman. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 263 ## - PROJECTED PUBLICATION DATE | |
| Projected publication date | 2207 |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Boca Raton, FL : |
| Name of producer, publisher, distributor, manufacturer | CRC Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | pages cm |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Media type code | n |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Carrier type code | nc |
| Source | rdacarrier |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Lifetime data and concepts -- Core concepts -- Inference--estimation -- Inference--statistical tests -- Regression models -- Further topics in regression models -- Model selection -- Survival trees -- Ensemble survival analysis -- Neural network survival analysis -- Complementary machine learning techniques. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "Survival analysis generally deals with analysis of data arising from clinical trials. Censoring, truncation, and missing data create analytical challenges and the statistical methods and inference require novel and different approaches for analysis. Statistical properties, essentially asymptotic ones, of the estimators and tests are aptly handled in the counting process framework which is drawn from the larger arm of stochastic calculus. With explosion of data generation during the past two decades, survival data has also enlarged assuming a gigantic size. Most statistical methods developed before the millennium were based on a linear approach even in the face of complex nature of survival data. Nonparametric nonlinear methods are best envisaged in the Machine Learning school. This book attempts to cover all these aspects in a concise way. Survival Analysis offers an integrated blend of statistical methods and machine learning useful in analysis of survival data. The purpose of the offering is to give an exposure to the machine learning trends for lifetime data analysis"-- |
| Assigning source | Provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Survival analysis (Biometry) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Clinical trials |
| General subdivision | Statistical methods. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vaman, H. J., |
| Relator term | author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Online version: |
| Main entry heading | Tattar, Prabhanjan |
| Title | Survival analysis. |
| Edition | First edition |
| Place, publisher, and date of publication | Boca Raton, FL : CRC Press, 2022 |
| International Standard Book Number | 9781003306979 |
| Record control number | (DLC) 2022004142 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 7 |
| b | rip |
| c | orignew |
| d | 1 |
| e | ecip |
| f | 20 |
| g | y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Inventory number | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | KWUST-Main Library | KWUST-Main Library | General Stacks | 02/09/2024 | Purchase | 1200/09-23 | R 853.S7 .V35 2023 | 2024-0062 | 02/09/2024 | C.1 | 02/09/2024 | Books | |||||
| Library of Congress Classification | KWUST-Main Library | KWUST-Main Library | General Stacks | 02/09/2024 | Purchase | 1201/09-23 | R 853.S7 .V35 2023 | 2024-0063 | 02/09/2024 | C.2 | 02/09/2024 | Books | |||||
| Library of Congress Classification | KWUST-Main Library | KWUST-Main Library | General Stacks | 02/09/2024 | Purchase | 1199/09-23 | R 853.S7 .V35 2023 | 2024-0064 | 02/09/2024 | C.3 | 02/09/2024 | Books |