Analysis for Time to Event Data under Censoring and Truncation

Written By Hongsheng Dai
Analysis for Time to Event Data under Censoring and Truncation
  • Publsiher : Academic Press
  • Release : 06 October 2016
  • ISBN : 0081010087
  • Pages : 102 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Analysis for Time to Event Data under Censoring and Truncation written by Hongsheng Dai which was release on 06 October 2016, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Survival Analysis for Bivariate Truncated Data provides readers with a comprehensive review on the existing works on survival analysis for truncated data, mainly focusing on the estimation of univariate and bivariate survival function. The most distinguishing feature of survival data is known as censoring, which occurs when the survival time can only be exactly observed within certain time intervals. A second feature is truncation, which is often deliberate and usually due to selection bias in the study design. Truncation presents itself in different ways. For example, left truncation, which is often due to a so-called late entry bias, occurs when individuals enter a study at a certain age and are followed from this delayed entry time. Right truncation arises when only individuals who experienced the event of interest before a certain time point can be observed. Analyzing truncated survival data without considering the potential selection bias may lead to seriously biased estimates of the time to event of interest and the impact of risk factors. Assists statisticians, epidemiologists, medical researchers, and actuaries who need to understand the mechanism of selection bias Reviews existing works on survival analysis for truncated data, mainly focusing on the estimation of univariate and bivariate survival function Offers a guideline for analyzing truncated survival data

Analysis for Time to Event Data under Censoring and Truncation

Analysis for Time to Event Data under Censoring and Truncation
  • Author : Hongsheng Dai,Huan Wang
  • Publisher : Academic Press
  • Release Date : 2016-10-06
  • Total pages : 102
  • ISBN : 0081010087
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Summary : Survival Analysis for Bivariate Truncated Data provides readers with a comprehensive review on the existing works on survival analysis for truncated data, mainly focusing on the estimation of univariate and bivariate survival function. The most distinguishing feature of survival data is known as censoring, which occurs when the survival time ...

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  • Publisher : Springer Science & Business Media
  • Release Date : 2013-06-29
  • Total pages : 502
  • ISBN : 0081010087
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Summary : Making complex methods more accessible to applied researchers without an advanced mathematical background, the authors present the essence of new techniques available, as well as classical techniques, and apply them to data. Practical suggestions for implementing the various methods are set off in a series of practical notes at the ...

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  • Publisher : CRC Press
  • Release Date : 2003-07-28
  • Total pages : 280
  • ISBN : 0081010087
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Summary : Survival Analysis Using S: Analysis of Time-to-Event Data is designed as a text for a one-semester or one-quarter course in survival analysis for upper-level or graduate students in statistics, biostatistics, and epidemiology. Prerequisites are a standard pre-calculus first course in probability and statistics, and a course in applied linear regression ...

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  • Publisher : Unknown
  • Release Date : 2000
  • Total pages : 212
  • ISBN : 0081010087
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  • Publisher : CRC Press
  • Release Date : 2016-04-19
  • Total pages : 656
  • ISBN : 0081010087
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Summary : Handbook of Survival Analysis presents modern techniques and research problems in lifetime data analysis. This area of statistics deals with time-to-event data that is complicated by censoring and the dynamic nature of events occurring in time. With chapters written by leading researchers in the field, the handbook focuses on advances ...

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  • ISBN : 0081010087
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Summary : This book contains most of the papers presented at the Sixth International Conference on Data Mining held in Skiathos, Greece. Twenty-five countries from all the continents are represented in the papers published in the book, offering a real multinational and multicultural range of experiences and ideas....

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  • Publisher : Unknown
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Summary : Download or read online Cancer Epidemiology written by Mukesh Verma, published by which was released on 2009. Get Cancer Epidemiology Books now! Available in PDF, ePub and Kindle....

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  • Publisher : Springer Science & Business Media
  • Release Date : 1992-02-29
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  • ISBN : 0081010087
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Summary : Survival analysis is a highly active area of research with applications spanning the physical, engineering, biological, and social sciences. In addition to statisticians and biostatisticians, researchers in this area include epidemiologists, reliability engineers, demographers and economists. The economists survival analysis by the name of duration analysis and the analysis of ...

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  • Author : John D. Kalbfleisch,Ross L. Prentice
  • Publisher : John Wiley & Sons
  • Release Date : 2011-01-25
  • Total pages : 462
  • ISBN : 0081010087
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Summary : Contains additional discussion and examples on left truncationas well as material on more general censoring and truncationpatterns. Introduces the martingale and counting process formulation swillbe in a new chapter. Develops multivariate failure time data in a separate chapterand extends the material on Markov and semi Markovformulations. Presents new examples and ...

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  • Author : Chiu-Hsieh Hsu
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 212
  • ISBN : 0081010087
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Summary : Download or read online Survival Analysis Via Nonparametric Multiple Imputation written by Chiu-Hsieh Hsu, published by which was released on 2003. Get Survival Analysis Via Nonparametric Multiple Imputation Books now! Available in PDF, ePub and Kindle....

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  • Publisher : SIAM
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  • Total pages : 151
  • ISBN : 0081010087
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Summary : Survival data consist of a single event for each population unit, namely, end of life, which is modeled with a life distribution. However, many applications involve repeated-events data, where a unit may accumulate numerous events over time. This applied book provides practitioners with basic nonparametric methods for such data....

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  • ISBN : 0081010087
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Summary : Download or read online Proceedings of the Statistical Computing Section written by American Statistical Association. Statistical Computing Section, published by which was released on 1996. Get Proceedings of the Statistical Computing Section Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
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  • Total pages : 212
  • ISBN : 0081010087
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Summary : The Current Index to Statistics (CIS) is a bibliographic index of publications in statistics, probability, and related fields....

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Summary : Download or read online Dissertation Abstracts International written by , published by which was released on 2008. Get Dissertation Abstracts International Books now! Available in PDF, ePub and Kindle....