An Introduction To Bartlett Correction And Bias Reduction
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An Introduction To Bartlett Correction And Bias Reduction
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Author : Gauss M. Cordeiro
language : en
Publisher: Springer Science & Business Media
Release Date : 2014-05-08
An Introduction To Bartlett Correction And Bias Reduction written by Gauss M. Cordeiro and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-08 with Mathematics categories.
This book presents a concise introduction to Bartlett and Bartlett-type corrections of statistical tests and bias correction of point estimators. The underlying idea behind both groups of corrections is to obtain higher accuracy in small samples. While the main focus is on corrections that can be analytically derived, the authors also present alternative strategies for improving estimators and tests based on bootstrap, a data resampling technique and discuss concrete applications to several important statistical models.
Diagnostic Methods In Time Series
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Author : Fumiya Akashi
language : en
Publisher: Springer Nature
Release Date : 2021-06-08
Diagnostic Methods In Time Series written by Fumiya Akashi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-08 with Mathematics categories.
This book contains new aspects of model diagnostics in time series analysis, including variable selection problems and higher-order asymptotics of tests. This is the first book to cover systematic approaches and widely applicable results for nonstandard models including infinite variance processes. The book begins by introducing a unified view of a portmanteau-type test based on a likelihood ratio test, useful to test general parametric hypotheses inherent in statistical models. The conditions for the limit distribution of portmanteau-type tests to be asymptotically pivotal are given under general settings, and very clear implications for the relationships between the parameter of interest and the nuisance parameter are elucidated in terms of Fisher-information matrices. A robust testing procedure against heavy-tailed time series models is also constructed in the context of variable selection problems. The setting is very reasonable in the context of financial data analysis and econometrics, and the result is applicable to causality tests of heavy-tailed time series models. In the last two sections, Bartlett-type adjustments for a class of test statistics are discussed when the parameter of interest is on the boundary of the parameter space. A nonlinear adjustment procedure is proposed for a broad range of test statistics including the likelihood ratio, Wald and score statistics.
International Encyclopedia Of Statistical Science
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Author : Miodrag Lovric
language : en
Publisher: Springer Nature
Release Date : 2025-06-19
International Encyclopedia Of Statistical Science written by Miodrag Lovric and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-19 with Mathematics categories.
The International Encyclopedia of Statistical Science stands as a monumental effort to enrich statistics education globally, particularly in regions facing educational challenges. By amalgamating the expertise of over 700 authors from 110 countries, including Nobel Laureates and presidents of statistical societies, it offers an unparalleled resource for readers worldwide. This encyclopedia is not just a collection of entries; it is a concerted effort to revive statistics as a vibrant, critical field of study and application. Providing a comprehensive and accessible account of statistical terms, methods, and applications, it enables readers to gain a quick insight into the subject, regardless of their background. This work serves to refresh and expand the knowledge of researchers, managers, and practitioners, highlighting the relevance and applicability of statistics across various fields, from economics and business to healthcare and public policy. Furthermore, it aims to inspire students by demonstrating the significance of statistics in solving real-world problems, thus encouraging a new generation to explore and contribute to the field.
Brazilian Journal Of Probability And Statistics
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Author :
language : en
Publisher:
Release Date : 1999
Brazilian Journal Of Probability And Statistics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Mathematical statistics categories.
Proceedings Of The Section On Bayesian Statistical Science
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Author : American Statistical Association. Section on Bayesian Statistical Science
language : en
Publisher:
Release Date : 1998
Proceedings Of The Section On Bayesian Statistical Science written by American Statistical Association. Section on Bayesian Statistical Science and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Bayesian statistical decision theory categories.
M Thodes Statistiques Pour L Analyse Des Donn Es En Physique Des Particules Analyse De Donn Es Statistique Et M Thodes Probabilistes
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Author : Denis Gelé
language : fr
Publisher: Editions Ellipses
Release Date : 2020-09-01
M Thodes Statistiques Pour L Analyse Des Donn Es En Physique Des Particules Analyse De Donn Es Statistique Et M Thodes Probabilistes written by Denis Gelé and has been published by Editions Ellipses this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-01 with Science categories.
Cet ouvrage s’adresse aux étudiants en physique, de niveau master ou doctorat, aux enseignants et aux chercheurs expérimentateurs ou phénoménologues, notamment en physique des particules. L'accent porte sur une approche rigoureuse et mathématique des méthodes statistiques, sur le traitement des erreurs expérimentales, sur la comparaison des approches fréquentistes et bayésiennes. Le livre est agrémenté de nombreux exemples d’application résolus.
Current Index To Statistics Applications Methods And Theory
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Author :
language : en
Publisher:
Release Date : 1995
Current Index To Statistics Applications Methods And Theory written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Mathematical statistics categories.
The Current Index to Statistics (CIS) is a bibliographic index of publications in statistics, probability, and related fields.
Advances In Neuro Information Processing
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Author : Mario Köppen
language : en
Publisher: Springer
Release Date : 2009-07-30
Advances In Neuro Information Processing written by Mario Köppen and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-07-30 with Computers categories.
The two volume set LNCS 5506 and LNCS 5507 constitutes the thoroughly refereed post-conference proceedings of the 15th International Conference on Neural Information Processing, ICONIP 2008, held in Auckland, New Zealand, in November 2008. The 260 revised full papers presented were carefully reviewed and selected from numerous ordinary paper submissions and 15 special organized sessions. 116 papers are published in the first volume and 112 in the second volume. The contributions deal with topics in the areas of data mining methods for cybersecurity, computational models and their applications to machine learning and pattern recognition, lifelong incremental learning for intelligent systems, application of intelligent methods in ecological informatics, pattern recognition from real-world information by svm and other sophisticated techniques, dynamics of neural networks, recent advances in brain-inspired technologies for robotics, neural information processing in cooperative multi-robot systems.
Classification Pattern Recognition And Reduction Of Dimensionality
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Author : P. R. Krishnaiah
language : en
Publisher: North Holland
Release Date : 1982
Classification Pattern Recognition And Reduction Of Dimensionality written by P. R. Krishnaiah and has been published by North Holland this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Mathematics categories.
Discriminant analysis for time series; Optimum rules for classification into two multivariate normal populations with the same covariance matrix;Large sample approximations and asymptotic expansions of classification statistics; Bayesian discrimination; Classification of growth curves; Nonparametric classification; Logistic discrimination; Nearest neighbor methods in discrimination; The classification and mixture maximum likelihood approaches to cluster analysis; Graphical techniques for multivariate data and for clustering; Cluster analysis software; Single-link clustering algorithms; Theory of multidimensional scaling; Multidimensional scaling and its applications; Intrinsic dimensionality extraction; Intrinsic dimensionality extraction; Structural methods in image analysis and recognition; Image models; Image texture survey; Applications of stochastic languages; A unifying viewpoint on pattern recognition; Logical functions in the problems of empirical prediction; Inference and data tables with missing values; Recognition of electrocardiographic patterns; Waveform parsing systems ...
Mathematical Reviews
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Author :
language : en
Publisher:
Release Date : 1998
Mathematical Reviews written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Mathematics categories.