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"Preface The aim of this book is to present in a single volume an overview and latest developments in time-to-event interval-censored methods along with application of such methods. The book is divided into three parts. Part I provides an introduction and overview of time-to-event methods for interval-censored data. Methodology is presented in Part II. Applications and related software appear in Part III. Part I consists of two chapters. In Chapter 1, Sun and Li present an overview of recent developments, with attention to nonparametric estimation and comparison of survival functions, regression analysis, analysis of multivariate clustered- and analysis of competing risks interval-censored data. In Chapter 2, Yu and Hsu provide a review of models for interval-censored (IC) data, including: independent interval censorship models, the full likelihood model, various models for C1, C2, and MIC data as well as multivariate IC models. Part II consists of seven chapters (3-9). Chapters 3, 4 and 5 deal with interval-censored methods for current status data. In Chapter 3, Banerjee presents: likelihood based inference, more general forms of interval censoring, competing risks, smoothed estimators, inference on a grid, outcome misclassi- cation, and semiparametric models. In Chapter 4, Zhang presents regression analyses using the proportional hazards model, the proportional odds model, and a linear transformation model, as well as considering bivariate current status data with the proportional odds model. In Chapter 5, Kim, Kim, Nam and Kim develop statistical analysis methods for dependent current status data and utilize the R Package CSD to analyze such data"--
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Subjects
Statistical methods, Survival analysis (Biometry), MEDICAL / Pharmacology, Clinical trials, MATHEMATICS / Probability & Statistics / General, Failure time data analysis, MEDICAL / Biostatistics, Mathematical statistics, Survival Analysis, Analyse des temps entre défaillances, Analyse de survie (Biométrie), Études cliniques, Méthodes statistiquesEdition | Availability |
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1
Interval-Censored Time-to-event Data
2020, Taylor & Francis Group
in English
0367576759 9780367576752
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2
Interval-Censored Time-To-Event Data: Methods and Applications
2012, Taylor & Francis Group
in English
1306499410 9781306499415
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3
Interval-censored time-to-event data: methods and applications
2012, Chapman and Hall/CRC
in English
1466504250 9781466504257
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Book Details
Edition Notes
Includes bibliographical references and index.
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- Created May 30, 2012
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February 24, 2023 | Edited by ImportBot | import existing book |
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