Dai, Hongsheng.
Analysis for time-to-event data under censoring and truncation / [electronic resource] Hongsheng Dai, Huan Wang. - London : Academic Press is an imprint of Elsevier, 2017. - 1 online resource (102 pages)
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.
9780081010082 0081010087
Survival analysis (Biometry)
Censored observations (Statistics)
Biochemistry--Statistics.
MATHEMATICS--Applied.
MATHEMATICS--Probability & Statistics--General.
Censored observations (Statistics)
Survival analysis (Biometry)
Biochemistry.
Electronic books.
Statistics.
R853.S7 / D35 2017eb
519.5/46 510
Analysis for time-to-event data under censoring and truncation / [electronic resource] Hongsheng Dai, Huan Wang. - London : Academic Press is an imprint of Elsevier, 2017. - 1 online resource (102 pages)
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.
9780081010082 0081010087
Survival analysis (Biometry)
Censored observations (Statistics)
Biochemistry--Statistics.
MATHEMATICS--Applied.
MATHEMATICS--Probability & Statistics--General.
Censored observations (Statistics)
Survival analysis (Biometry)
Biochemistry.
Electronic books.
Statistics.
R853.S7 / D35 2017eb
519.5/46 510