Wellcome

Analysis for time-to-event data under censoring and truncation / Hongsheng Dai, Huan Wang.

By: Dai, HongshengContributor(s): Wang, HuanMaterial type: TextTextPublication details: London : Academic Press is an imprint of Elsevier, [2017]Description: 1 online resource (102 pages)Content type: text Media type: computer Carrier type: online resourceISBN: 9780081010082; 0081010087Subject(s): Survival analysis (Biometry) | Censored observations (Statistics) | Biochemistry -- Statistics | MATHEMATICS -- Applied | MATHEMATICS -- Probability & Statistics -- General | Censored observations (Statistics) | Survival analysis (Biometry) | BiochemistryGenre/Form: Electronic books. | Statistics.DDC classification: 519.5/46 | 510 LOC classification: R853.S7 | D35 2017ebOnline resources: ScienceDirect
Contents:
Front Cover ; Analysis for Time-to-Event Data under Censoring and Truncation; Copyright; Contents; Chapter 1 Introduction ; 1.1 Introduction to the book; 1.2 Examples; 1.3 Brief review of survival analysis under truncation; 1.4 Preliminaries; Chapter 2 Survival analysis for univariate truncated data ; 2.1 Introduction; 2.2 Nonparametric estimation; 2.3 Linear Rank Statistics for umbrella alternative hypothesis; 2.4 Regression analysis for truncated and censored data; Chapter 3 Bivariate estimation with truncated survival data ; 3.1 Introduction; 3.2 Bivariate distributions.
3.3 Types of bivariate truncated survival data3.4 The inverse probability weighted estimator with only one censoring variable; 3.5 The transformation estimator; 3.6 Example; 3.7 Discussion; Chapter 4 Accelerated failure time model for truncated and censored survival data ; 4.1 Introduction; 4.2 WLS estimator for univariate LTRC data under AFT model ; 4.3 AFT model for bivariate survival data under truncation and censoring; Chapter 5 Recent advances for truncated survival data ; 5.1 Linear transformation models; 5.2 Joint modelling of survival events and longitudinal data under random truncationBibliography; Index; Back Cover.
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Item type Current library Call number Status Date due Barcode
Ebooks Ebooks Mysore University Main Library
Not for loan EBKELV525

Includes bibliographical references and index.

Front Cover ; Analysis for Time-to-Event Data under Censoring and Truncation; Copyright; Contents; Chapter 1 Introduction ; 1.1 Introduction to the book; 1.2 Examples; 1.3 Brief review of survival analysis under truncation; 1.4 Preliminaries; Chapter 2 Survival analysis for univariate truncated data ; 2.1 Introduction; 2.2 Nonparametric estimation; 2.3 Linear Rank Statistics for umbrella alternative hypothesis; 2.4 Regression analysis for truncated and censored data; Chapter 3 Bivariate estimation with truncated survival data ; 3.1 Introduction; 3.2 Bivariate distributions.

3.3 Types of bivariate truncated survival data3.4 The inverse probability weighted estimator with only one censoring variable; 3.5 The transformation estimator; 3.6 Example; 3.7 Discussion; Chapter 4 Accelerated failure time model for truncated and censored survival data ; 4.1 Introduction; 4.2 WLS estimator for univariate LTRC data under AFT model ; 4.3 AFT model for bivariate survival data under truncation and censoring; Chapter 5 Recent advances for truncated survival data ; 5.1 Linear transformation models; 5.2 Joint modelling of survival events and longitudinal data under random truncationBibliography; Index; Back Cover.

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