Robust Inference
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Robust Inference
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Author : Moti Lal Tiku
language : en
Publisher: Marcel Dekker
Release Date : 1986
Robust Inference written by Moti Lal Tiku and has been published by Marcel Dekker this book supported file pdf, txt, epub, kindle and other format this book has been release on 1986 with Mathematics categories.
This authoritative new volume treats a wide class of distributions that constitute plausible alternatives to normality -- such as short- and long-tailed symmetric distributions and moderately skewed distributions -- all having finite mean and variance. Robust Inference illustrates the appropriateness of various robust methods for solving both one-sample and multisample statistical inference problems ... develops Laguerre series expansions for Student's t and variance-ratio F statistic distributions ... analyzes normal and nonnormal distribution efficiencies ... works out modified maximum likelihood (MML) estimators based on type II censored samples for log-normal, logistic, exponential, and Rayleigh distributions ... uses MML estimators in constructing robust hypothesis-testing procedures ... considers the specialized topics of regression, analysis of variance, classification, and sample survey ... discusses goodness-of-fit tests ... describes Q-Q plots in a special appendix ... and much more. An outstanding, time-saving reference for theoreticians and practitioners of statistics, Robust Inference is also an excellent auxiliary text for an undergraduate- or graduate-level course on robustness. Book jacket.
Robust Inference
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Author : P. R. Krishnaiah
language : en
Publisher: Elsevier Science
Release Date : 1997-06-04
Robust Inference written by P. R. Krishnaiah and has been published by Elsevier Science this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-06-04 with categories.
Scientific Inference Data Analysis And Robustness
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Author : G. E. P. Box
language : en
Publisher: Academic Press
Release Date : 2014-05-10
Scientific Inference Data Analysis And Robustness written by G. E. P. Box and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-10 with Mathematics categories.
Mathematics Research Center Symposium: Scientific Inference, Data Analysis, and Robustness focuses on the philosophy of statistical modeling, including model robust inference and analysis of data sets. The selection first elaborates on pivotal inference and the conditional view of robustness and some philosophies of inference and modeling, including ideas on modeling, significance testing, and scientific discovery. The book then ponders on parametric empirical Bayes confidence intervals, ecumenism in statistics, and frequency properties of Bayes rules. Discussions focus on consistency of Bayes rules, scientific method and the human brain, and statistical estimation and criticism. The book takes a look at the purposes and limitations of data analysis, likelihood, shape, and adaptive inference, statistical inference and measurement of entropy, and the robustness of a hierarchical model for multinomials and contingency tables. Topics include numerical results for contingency tables and robustness, multinomials, flattening constants, and mixed Dirichlet priors, entropy and likelihood, and test as measurement of entropy. The selection is a valuable reference for researchers interested in robust inference and analysis of data sets.
Outlier Robust Inference For Planned Experiments
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Author : Christine Müller
language : en
Publisher:
Release Date : 1995
Outlier Robust Inference For Planned Experiments written by Christine Müller and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with categories.
Robust Statistical Procedures
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Author : Jana Jurecková
language : en
Publisher: John Wiley & Sons
Release Date : 1996-04-19
Robust Statistical Procedures written by Jana Jurecková and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-04-19 with Mathematics categories.
A broad and unified methodology for robust statistics—with exciting new applications Robust statistics is one of the fastest growing fields in contemporary statistics. It is also one of the more diverse and sometimes confounding areas, given the many different assessments and interpretations of robustness by theoretical and applied statisticians. This innovative book unifies the many varied, yet related, concepts of robust statistics under a sound theoretical modulation. It seamlessly integrates asymptotics and interrelations, and provides statisticians with an effective system for dealing with the interrelations between the various classes of procedures. Drawing on the expertise of researchers from around the world, and covering over a decade's worth of developments in the field, Robust Statistical Procedures: Asymptotics and Interrelations: Discusses both theory and applications in its two parts, from the fundamentals to robust statistical inference Thoroughly explores the interrelations between diverse classes of procedures, unlike any other book Compares nonparametric procedures with robust statistics, explaining in detail asymptotic representations for various estimators Provides a timesaving list of mathematical tools for the problems under discussion Keeps mathematical abstractions to a minimum, in spite of its largely theoretical content Includes useful problems and exercises at the end of each chapter Offers strategies for more complex models when using robust statistical procedures Self-contained and rounded in approach, this book is invaluable for both applied statisticians and theoretical researchers; for graduate students in mathematical statistics; and for anyone interested in the influence of this methodology.
T Statistic Based Correlation And Heterogeneity Robust Inference
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Author : Rustam Ibragimov
language : en
Publisher:
Release Date : 2007
T Statistic Based Correlation And Heterogeneity Robust Inference written by Rustam Ibragimov and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.
Robust Inference With Multi Way Clustering
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Author : A. Colin Cameron
language : en
Publisher:
Release Date : 2006
Robust Inference With Multi Way Clustering written by A. Colin Cameron and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Cluster analysis categories.
"In this paper we propose a new variance estimator for OLS as well as for nonlinear estimators such as logit, probit and GMM, that provcides cluster-robust inference when there is two-way or multi-way clustering that is non-nested. The variance estimator extends the standard cluster-robust variance estimator or sandwich estimator for one-way clustering (e.g. Liang and Zeger (1986), Arellano (1987)) and relies on similar relatively weak distributional assumptions. Our method is easily implemented in statistical packages, such as Stata and SAS, that already offer cluster-robust standard errors when there is one-way clustering. The method is demonstrated by a Monte Carlo analysis for a two-way random effects model; a Monte Carlo analysis of a placebo law that extends the state-year effects example of Bertrand et al. (2004) to two dimensions; and by application to two studies in the empirical public/labor literature where two-way clustering is present"--National Bureau of Economic Research web site.
Two Essays On The Moving Blocks Bootstrap And Robust Inference In Linear Regressions
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Author : Bernd Fitzenberger
language : en
Publisher:
Release Date : 1993
Two Essays On The Moving Blocks Bootstrap And Robust Inference In Linear Regressions written by Bernd Fitzenberger and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with categories.
The Multivariate Student T Model In Robust Inference And Data Analysis
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Author : Trevor S. Breusch
language : en
Publisher:
Release Date : 1993
The Multivariate Student T Model In Robust Inference And Data Analysis written by Trevor S. Breusch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Bayesian statistical decision theory categories.
Robust Inference
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Author : Jay D. Wierer
language : en
Publisher:
Release Date : 2008
Robust Inference written by Jay D. Wierer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with categories.