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" Goodness-of-Fit Tests and Model Validity "
edited by C. Huber-Carol, N. Balakrishnan, M.S. Nikulin, M. Mesbah.
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BL
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| Record Number
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726247
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b545979
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| Main Entry
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edited by C. Huber-Carol, N. Balakrishnan, M.S. Nikulin, M. Mesbah.
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| Title & Author
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Goodness-of-Fit Tests and Model Validity\ edited by C. Huber-Carol, N. Balakrishnan, M.S. Nikulin, M. Mesbah.
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| Publication Statement
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Boston, MA: Birkhäuser Boston, 2002
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| Series Statement
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Statistics for industry and technology.
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| Page. NO
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(XXIII, 507 pages 44 illustrations)
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| ISBN
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0817642099
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: 1461201039
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: 1461266130
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: 3764342099
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: 9780817642099
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: 9781461201038
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: 9781461266136
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: 9783764342098
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| Contents
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Preface --;Contributors --;List of Tables --;List of Figures --;Part I. History and Fundamentals --;Karl Pearson and the Chi-Squared Test --;Karl Pearson Chi-Square TestThe Dawn of Statistical Inference --;Approximate Models --;Part II. Chi-Squared Test --;Partitioning the Pearson-Fisher Chi-Squared Goodness-of-Fit Statistic --;Statistical Tests for Normal Family in Presence of Outlying Observations --;Chi-Squared Test for the Law of Annual Death Rates: Case with Censure for Life Insurance Files --;Part III. Goodness-of-Fit Tests for Parametric Distributions --;Shapiro-Wilk Type Goodness-of-Fit Tests for Normality: Asymptotics Revisited --;A Test for Exponentiality Based on Spacings for Progressively Type II Censored Data --;Goodness-of-Fit Statistics for the Exponential Distribution When the Data are Grouped --;Characterization Theorems and Goodness-of-Fit Tests --;Goodness-of-Fit Tests Based on Record Data and Generalized Ranked Set Data --;Part IV. Regression and Goodness-of-Fit Tests --;Gibbs Regression and a Test of Goodness-of-Fit --;A CLT for the L_2 Norm of the Regression Estimators Under alpha-Mixing: Application to G-O-F Tests --;Testing the Goodness-of-Fit of a Linear Model in Nonparametric Regression --;A New Test of Linear Hypothesis in Regression --;Part V. Goodness-of-Fit Tests in Survival Analysis and Reliability --;Inference in Extensions of the Cox Model for Heterogeneous Populations --;Assumptions of a Latent Survival Model --;Goodness-of-Fit Testing of the Cox Proportional Hazards Model --;A New Family of Multivariate Distributions for Survival Data --;Discrimination Index, the Area Under to ROC Curve --;Goodness-of-Fit Tests for Accelerated Life Models --;Part VI. Graphic Methods and General Goodness-of-Fit Tests --;Two Nonstandard Examples of the Classical Stratification Approach to Graphically Assessing Proportionality of Hazards --;Association in Contingency Tables, Correspondence Analysis, and (Modified) Andrews Plots --;Orthogonal Expansions and Distinction Between Logistic and Normal --;Functional Tests of Fit --;Quasi Most Powerful Invariant Tests of Goodness-of-Fit --;Part VII. Model Validity in Quality of Life --;Test of Monotonicity for the Rasch Model --;Validation of Model Assumptions in Quality of Life Measurements --;Part VIII. Tests of Hypotheses and Estimation with Applications --;One-Sided Hypotheses in a Multinomial Model --;A Depth Test for Symmetry --;Adaptive Combination of Tests --;Partially Parametric Testing --;Exact Nonparametric Two-Sample Homogeneity Tests --;Power Comparisons of Some Nonparametric Tests for Lattice Ordered Alternatives in Two-Factor Experiments --;Tests of Independence with Exponential Marginals --;Testing Problem for Increasing Function in a Model with Infinite Dimensional Nuisance Parameter --;The Concept of Generalized Asymptotic Deficiency and its Application to the Minimum Discrepancy Estimation --;Index.
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| Abstract
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Discusses the statistical procedures to evaluate the assumptions of different distributions for the data observed, the validity of models such as linear models, generalized linear models, and additive models. This book is suitable for professionals and researchers interested in reliability, applied statistics, and statistical inference.
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Distribution (Probability theory)
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Mathematical statistics.
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Statistics.
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| LC Classification
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QA277.E358 2002
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| Added Entry
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C Huber-Carol
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M S Nikulin
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M Mesbah
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N Balakrishnan
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