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Statistical Models and Methods for Biomedical and Technical Systems

E-BookPDF1 - PDF WatermarkE-Book
556 Seiten
Englisch
Birkhäuser Bostonerschienen am05.03.20082008
This book deals with the mathematical aspects of survival analysis and reliability as well as other topics, reflecting recent developments in the following areas: applications in epidemiology; probabilistic and statistical models and methods in reliability; models and methods in survival analysis, longevity, aging, and degradation; accelerated life models; quality of life; new statistical challenges in genomics.

The work will be useful to a broad interdisciplinary readership of researchers and practitioners in applied probability and statistics, industrial statistics, biomedicine, biostatistics, and engineering.mehr
Verfügbare Formate
BuchGebunden
EUR160,49
E-BookPDF1 - PDF WatermarkE-Book
EUR149,79

Produkt

KlappentextThis book deals with the mathematical aspects of survival analysis and reliability as well as other topics, reflecting recent developments in the following areas: applications in epidemiology; probabilistic and statistical models and methods in reliability; models and methods in survival analysis, longevity, aging, and degradation; accelerated life models; quality of life; new statistical challenges in genomics.

The work will be useful to a broad interdisciplinary readership of researchers and practitioners in applied probability and statistics, industrial statistics, biomedicine, biostatistics, and engineering.
Details
Weitere ISBN/GTIN9780817646196
ProduktartE-Book
EinbandartE-Book
FormatPDF
Format Hinweis1 - PDF Watermark
FormatE107
Erscheinungsjahr2008
Erscheinungsdatum05.03.2008
Auflage2008
ReiheStatistics for Industry and Technology
Seiten556 Seiten
SpracheEnglisch
IllustrationenXXXVI, 556 p. 55 illus.
Artikel-Nr.1439750
Rubriken
Genre9200

Inhalt/Kritik

Inhaltsverzeichnis
1;Contents;6
2;Preface;19
3;Contributors;21
4;List of Tables;28
5;List of Figures;31
6;PART I Cox Models, Analyses, and Extensions;35
6.1;1 Extended Cox and Accelerated Models in Reliability, with General Censoring and Truncation;36
6.2;2 Corrected Score Estimation in the Cox Regression Model with Misclassified Discrete Covariates;55
6.3;3 A Varying-Coeffcient Hazards Regression Model for Multiple Cross-E.ect;65
6.4;4 Closure Properties and Diagnostic Plots for the Frailty Distribution in Proportional Hazards Models;75
6.5;5 Multivariate Survival Data With Censoring;86
7;PART II Reliability Theory-Degradation Models;97
7.1;6 Virtual (Biological) Age Versus Chronological Age;98
7.2;7 A Competing Risks Model for Degradation and Traumatic Failure Times;111
7.3;8 Generalized Birth and Death Processes as Degradation Models;122
7.4;9 Nonperiodic Inspections to Guarantee a Prescribed Level of Reliability;135
7.5;10 Optimal Incomplete Maintenance for Weibull Failure Processes;152
7.6;11 Are Nonhomogeneous Poisson Process Models Preferable to General-Order Statistics Models for Software Reliability Estimation?;161
7.7;12 Multistate System Reliability Assessment by Using the Markov Reward Model;177
8;PART III Inferential Analysis;193
8.1;13 Asymptotic Certainty Bands for Kernel Density Estimators Based upon a Bootstrap Resampling Scheme;194
8.2;14 Estimation of Rescaled Distribution;210
8.3;15 Nested Plans for Sequential Change Point Detection-The Parametric Case;222
8.4;16 Sampling in Survival Analysis and Estimation with Unknown Selection Bias and Censoring;235
8.5;17 Testing the Acceleration Function in Lifetime Models;247
8.6;18 Recent Achievements in Modified Chi-Squared Goodness-of-Fit Testing;262
8.7;19 Goodness-of-Fit Tests for Pareto Distribution;280
8.8;20 Application of Inverse Problems in Epidemiology and Biodemography;296
9;PART IV Analysis of Censored Data;313
9.1;21 A Sampling-Based Chi-Squared Test for Interval-Censored Data;314
9.2;22 Semiparametric Regression Models for Interval-Censored Survival Data, With and Without Frailty E.ects;326
9.3;23 Exact Likelihood Inference for an Exponential Parameter Under Progressive Hybrid Censoring Schemes;337
10;PART V Quality of Life;349
10.1;24 Sequential Analysis of Quality-of-Life Measurements Using Mixed Rasch Models;350
10.2;25 Measuring Degradation of Quality-of-Life Related to Pollution in the SEQAP Study;365
10.3;26 A Bayesian Ponders The Quality of Life ;384
10.4;27 On the Goodness-of-Fit Tests for Some Continuous Time Processes;398
10.5;28 Nonparametric Estimation of Integral Functionals for Semi-Markov Processes with Application in Reliability;417
10.6;29 Estimators for Partially Observed Markov Chains;431
10.7;30 On Solving Statistical Problems for the Stochastic Processes by the Su.cient Empirical Averaging Method;446
10.8;31 Adaptive Designs for Group Sequential Clinical Survival Experiments;457
10.9;32 Optimal Two-Treatment Repeated Measurement Designs for Two Periods;470
11;PART VIII Measures of Divergence, Model Selection, and Survival Models;480
11.1;33 Discrepancy-Based Model Selection Criteria Using Cross-Validation;481
11.2;34 Focused Information Criteria for the Linear Hazard Regression Model;495
11.3;35 On Measures of Information and Divergence and Model Selection Criteria;511
11.4;36 Entropy and Divergence Measures for Mixed Variables;527
12;PART IX New Statistical Challenges;543
12.1;37 Clinical Trials and the Genomic Evolution: Some Statistical Perspectives;544
13;Index;559mehr

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