Handbook of Statistics, 23

Erscheinungsjahr 2001
ISBN: 978-0-444-50079-3
Verlag: Elsevier BV

Buch, Englisch, 822 Seiten, Format (B × H): 167 mm x 244 mm, Gewicht: 1330 g

Handbook of Statistics: Advances in Survival Analysis covers all important topics in the area of Survival Analysis. Each topic has been covered by one or more chapters written by internationally renowned experts. Each chapter provides a comprehensive and up-to-date review of the topic. Several new illustrative examples have been used to demonstrate the methodologies developed. The book also includes an exhaustive list of important references in the area of Survival Analysis.

Zielgruppe

Biostatisticians, Mathematical Statisticians and
Reliability Engineers.

Autoren/Hrsg.

Balakrishnan, Narayanaswamy

Fachgebiete

• Naturwissenschaften Biowissenschaften Angewandte Biologie Biomathematik
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Sozialwissenschaften Soziologie | Soziale Arbeit Soziologie Allgemein Empirische Sozialforschung, Statistik
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Datenanalyse, Datenverarbeitung

Inhaltsverzeichnis

Part I. General Methodology.Evaluation of the Performance of Survival Analysis Models: Discrimination and Calibration Measures (R.B. D'Agostino, B.-H. Nam).Discretizing a Continuous Covariate in Survival Studies (J.P. Klein, J.-T. Wu).On Comparison of Two Classification Methods with Survival Endpoints (Y. Lu, H. Jin, J. Mi).Time-Varying Effects in Survival Analysis (T.H. Scheike).Kaplan-Meier Integrals (W. Stute).

Part II. Concensored Data and Inference.Statistical Analysis of Doubly Interval-Censored Failure Time Data (J. Sun).The Missing Consoring-Indicator Model of Random Censorship (S. Subramanian).Estimation of the Bivariate Survival Function with Generalized Bivariate Right Censored Data Structures (S. Keles, M.J. van der Laan, J.M. Robins).Estimation of Semi-Markov Models with Right-Censored Data (O. Pons).

Part III. Truncated Data and Inference.Nonparametric Bivariate Estimation with Randomly Truncated Observations (Ü. Gürler).

Part IV. Hazard Rate Estimation.Lower Bounds for Estimating a Hazard (C. Huber, b. MacGibbon).Non-Parametric Hazard Rate Estimation under Proressive Type-II Consoring (N. Balakrishnan, L. Bordes)

Part V. Comparison of Survival Curves.Statistical Tests of the Equality of Survival Curves: Reconsidering the Options (G.P. Suciu, S. Lemeshow, M. Moeschberger).Testing Equality of Survival Functions with Bivariate Censored Data: A Review (P.V. Rao).Statistical Methods for the Comparison of Crossing Survival Curves (C.T. Le).

Part VI. Competing Risks and Analysis.Inference for Competing Risks (J.P. Klein, R. Bajorunaite).Analysis of Cause-Specific Events in Competing Risks Survival Data (J. Dignam, J. Bryant, H.S. Wieand).Analysis of Progressively Censored Competing Risks Data (D. Kundu, N. Kannan, N. Balakrishnan).Marginal Analysis of Point Processes with Competing Risks (R.J. Cook, B. Chen, P. Major).

Part VII. Propoertional Hazards Model and Analysis.Categorical Auxiliary Data in the Discrete Time Proportional Hazards Model (P. Slasor, N. Laird).Hosmer and Lemeshow type Goodness-of-Fit Statistics for the Cox Proportional Hazards Model (S. May, D.W. Hosmer).The Effects of Misspecifying Cox's Regression Model on Randomized Treatment Group Comparisons (A.G. DiRienzo, S.W. Lagakos).Statistical Modeling in Survival Analysis and Its Influence on the Duration Analysis (V. Bagdonavicius, M. Nikulin.

Part VIII. Accelerated Models and Analysis.Accelerated Hazards Model: Method, Theory and Applications (Y.Q. Chen, N.P. Jewell, J. Yang).Diagnostics for the Accelerated Life Time Model of Survival Data (D. Zelterman, H. Lin).Cumulative Damage Approaches Leading to Inverse Gaussian Accelerated Test Models (A. Onar, W.J. Padgett).On Estimating the Gamma Accelerated Failure-Time Models (K.M. Koti).

Part IX. Frailty Models and Applications.Frailty Model and its Application to Seizure Data (N. Ebrahimi, X. Zhang, A. Berg, S. Shinnar).

Part X. Models and Applications.State Space Models for Survival Analysis (W.Y. Tan, W. Ke).First Hitting Time Models for Lifetime Date (M.-L.T. Lee, G.A. Whitmore).An Increasing Hazard Cure Model (Y. Peng, K.B.G. Dear).

Part XI. Multivariate Survival Data Analysis.Marginal Analyses of Multistage Data (G.A. Satten, S. Datta).The Matrix-Valued Counting Process Model with Proportional Hazards for Sequential Survival Data (K.L. Kesler, P.K. Sen).

Part XII. Recurrent Event Data Analysis.Analysis of Recurrent Event Data (J. Cai, D.E. Schaubel).

Part XIII. Current Status Data Analysis.Current Status Data: Review, Recent Developments and Open Problems (N.P. Jewell, M. van der Laan).

Part XIV. Disease Progression Analysis.Appraisal of Models for the Study of Disease Progression in Psoriatic Arthritis (R. Aguirre-Hernández, V.T. Farewell).

Part XV. Gene Expressions and Analysis.Survival Analysis with Gene Expression Arrays (D.K. Pauler, J. Hardin, J.R. Faulkner, M. LeBlanc, J.J. Crowley).

Part XVI. Quality of Life Analysis.Joint Analysis of Longitudinal Quailty of Life and Survival Processes (M. Mesbah, J.-F. Dupuy, N. Heutte, L. Awad).

Part XVII. Flowgraph Models and Applications.Modelling Survival Data using Flowgraph Models (A.V. Huzurbazar).

Part XVIII. Repair Models and Analysis.Nonparametric Methods for Repair Models (M. Hollander, J. Sethuraman).

Über Autor(innen)

Balakrishnan, Narayanaswamy
Narayanaswamy Balakrishnan is a distinguished university professor in the Department of Mathematics and Statistics at McMaster University Hamilton, Ontario, Canada. He is an internationally recognized expert on statistical distribution theory, and a book-powerhouse with over 24 authored books, four authored handbooks, and 30 edited books under his name. He is currently the Editor-in-Chief of Communications in Statistics published by Taylor & Francis. He was also the Editor-in-Chief for the revised version of Encyclopedia of Statistical Sciences published by John Wiley & Sons. He is a Fellow of the American Statistical Association and a Fellow of the Institute of Mathematical Statistics. In 2016, he was awarded an Honorary Doctorate from The National and Kapodistrian University of Athens, Athens, Greece. In 2021, he was elected as a Fellow of the Royal Society of Canada.