Asymptotic Properties Of A Rank Estimate In Heteroscedastic Linear Regression

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Linear Models for Unbalanced Data

Author : Shayle R. Searle
Publisher : John Wiley & Sons
ISBN 13 : 0470040041
Total Pages : 570 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Linear Models for Unbalanced Data by : Shayle R. Searle

Download or read book Linear Models for Unbalanced Data written by Shayle R. Searle and published by John Wiley & Sons. This book was released on 2006-03-17 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. "[This book] provides an excellent discussion of the methodology and interpretation of linear models analysis of unbalanced data (data having unequal numbers of observations in the subclasses), generally without matrices?the author does an excellent job of emphasizing the more practical nature of the book. Highly recommended for graduate and undergraduate libraries." â?"Choice "This is a very comprehensive text, aimed at both students studying linear-model theory and practicing statisticians who require an understanding of the model-fitting procedures incorporated in statistical packages?This book should be considered as a text for college courses as it provides a clearly presented and thorough treatment of linear models. It will also be useful to any practicing statistician who has to analyze unbalanced data, perhaps arising from surveys, and wishes to understand the output from model-fitting procedures and the discrepancies in analysis from one recognized package to another." â?"Biometrics This newly available and affordably priced paperback version of Linear Models for Unbalanced Data offers a presentation of the fundamentals of linear statistical models unique in its total devotion to unbalanced data and its emphasis on the up-to-date cell means model approach to linear models for unbalanced data. Topic coverage includes cell means models, 1-way classification, nested classifications, 2-way classification with some-cells-empty data, models with covariables, matrix algebra and quadratic forms, linear model theory, and much more.

Asymptotically Optimal Estimation in the Semiparametric Heteroscedastic Linear Model

Author : Beong-Soo So
Publisher :
ISBN 13 :
Total Pages : 146 pages
Book Rating : 4.:/5 (7 download)

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Book Synopsis Asymptotically Optimal Estimation in the Semiparametric Heteroscedastic Linear Model by : Beong-Soo So

Download or read book Asymptotically Optimal Estimation in the Semiparametric Heteroscedastic Linear Model written by Beong-Soo So and published by . This book was released on 1989 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Robust Rank-Based and Nonparametric Methods

Author : Regina Y. Liu
Publisher : Springer
ISBN 13 : 3319390651
Total Pages : 284 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Robust Rank-Based and Nonparametric Methods by : Regina Y. Liu

Download or read book Robust Rank-Based and Nonparametric Methods written by Regina Y. Liu and published by Springer. This book was released on 2016-09-20 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: The contributors to this volume include many of the distinguished researchers in this area. Many of these scholars have collaborated with Joseph McKean to develop underlying theory for these methods, obtain small sample corrections, and develop efficient algorithms for their computation. The papers cover the scope of the area, including robust nonparametric rank-based procedures through Bayesian and big data rank-based analyses. Areas of application include biostatistics and spatial areas. Over the last 30 years, robust rank-based and nonparametric methods have developed considerably. These procedures generalize traditional Wilcoxon-type methods for one- and two-sample location problems. Research into these procedures has culminated in complete analyses for many of the models used in practice including linear, generalized linear, mixed, and nonlinear models. Settings are both multivariate and univariate. With the development of R packages in these areas, computation of these procedures is easily shared with readers and implemented. This book is developed from the International Conference on Robust Rank-Based and Nonparametric Methods, held at Western Michigan University in April 2015.

Applied Econometrics

Author : Dimitrios Asteriou
Publisher : Bloomsbury Publishing
ISBN 13 : 1350306142
Total Pages : 1242 pages
Book Rating : 4.3/5 (53 download)

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Book Synopsis Applied Econometrics by : Dimitrios Asteriou

Download or read book Applied Econometrics written by Dimitrios Asteriou and published by Bloomsbury Publishing. This book was released on 2021-03-05 with total page 1242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This trusted textbook returns in its 4th edition with even more exercises to help consolidate understanding - and a companion website featuring additional materials, including a solutions manual for instructors. Offering a unique blend of theory and practical application, it provides ideal preparation for doing applied econometric work as it takes students from a basic level up to an advanced understanding in an intuitive, step-by-step fashion. Clear presentation of economic tests and methods of estimation is paired with practical guidance on using several types of software packages. Using real world data throughout, the authors place emphasis upon the interpretation of results, and the conclusions to be drawn from them in econometric work. This book will be essential reading for economics undergraduate and master's students taking a course in applied econometrics. Its practical nature makes it ideal for modules requiring a research project. New to this Edition: - Additional practical exercises throughout to help consolidate understanding - A freshly-updated companion website featuring a new solutions manual for instructors

NBS Special Publication

Author :
Publisher :
ISBN 13 :
Total Pages : 574 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis NBS Special Publication by :

Download or read book NBS Special Publication written by and published by . This book was released on 1970 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Theory and Method Abstracts

Author :
Publisher :
ISBN 13 :
Total Pages : 882 pages
Book Rating : 4.:/5 (7 download)

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Book Synopsis Statistical Theory and Method Abstracts by :

Download or read book Statistical Theory and Method Abstracts written by and published by . This book was released on 2000 with total page 882 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dissertation Abstracts International

Author :
Publisher :
ISBN 13 :
Total Pages : 924 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Dissertation Abstracts International by :

Download or read book Dissertation Abstracts International written by and published by . This book was released on 2007 with total page 924 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Time Series and Panel Data Econometrics

Author : M. Hashem Pesaran
Publisher : Oxford University Press
ISBN 13 : 0198736916
Total Pages : 1095 pages
Book Rating : 4.1/5 (987 download)

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Book Synopsis Time Series and Panel Data Econometrics by : M. Hashem Pesaran

Download or read book Time Series and Panel Data Econometrics written by M. Hashem Pesaran and published by Oxford University Press. This book was released on 2015 with total page 1095 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is concerned with recent developments in time series and panel data techniques for the analysis of macroeconomic and financial data. It provides a rigorous, nevertheless user-friendly, account of the time series techniques dealing with univariate and multivariate time series models, as well as panel data models. It is distinct from other time series texts in the sense that it also covers panel data models and attempts at a more coherent integration of time series, multivariate analysis, and panel data models. It builds on the author's extensive research in the areas of time series and panel data analysis and covers a wide variety of topics in one volume. Different parts of the book can be used as teaching material for a variety of courses in econometrics. It can also be used as reference manual. It begins with an overview of basic econometric and statistical techniques, and provides an account of stochastic processes, univariate and multivariate time series, tests for unit roots, cointegration, impulse response analysis, autoregressive conditional heteroskedasticity models, simultaneous equation models, vector autoregressions, causality, forecasting, multivariate volatility models, panel data models, aggregation and global vector autoregressive models (GVAR). The techniques are illustrated using Microfit 5 (Pesaran and Pesaran, 2009, OUP) with applications to real output, inflation, interest rates, exchange rates, and stock prices.

Research Papers in Statistical Inference for Time Series and Related Models

Author : Yan Liu
Publisher : Springer Nature
ISBN 13 : 9819908035
Total Pages : 591 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Research Papers in Statistical Inference for Time Series and Related Models by : Yan Liu

Download or read book Research Papers in Statistical Inference for Time Series and Related Models written by Yan Liu and published by Springer Nature. This book was released on 2023-05-31 with total page 591 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book compiles theoretical developments on statistical inference for time series and related models in honor of Masanobu Taniguchi's 70th birthday. It covers models such as long-range dependence models, nonlinear conditionally heteroscedastic time series, locally stationary processes, integer-valued time series, Lévy Processes, complex-valued time series, categorical time series, exclusive topic models, and copula models. Many cutting-edge methods such as empirical likelihood methods, quantile regression, portmanteau tests, rank-based inference, change-point detection, testing for the goodness-of-fit, higher-order asymptotic expansion, minimum contrast estimation, optimal transportation, and topological methods are proposed, considered, or applied to complex data based on the statistical inference for stochastic processes. The performances of these methods are illustrated by a variety of data analyses. This collection of original papers provides the reader with comprehensive and state-of-the-art theoretical works on time series and related models. It contains deep and profound treatments of the asymptotic theory of statistical inference. In addition, many specialized methodologies based on the asymptotic theory are presented in a simple way for a wide variety of statistical models. This Festschrift finds its core audiences in statistics, signal processing, and econometrics.

Journal of the American Statistical Association

Author : American Statistical Association
Publisher :
ISBN 13 :
Total Pages : 888 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Journal of the American Statistical Association by : American Statistical Association

Download or read book Journal of the American Statistical Association written by American Statistical Association and published by . This book was released on 1996 with total page 888 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Author and Permuted Title Index to Selected Statistical Journals

Author : Brian L. Joiner
Publisher :
ISBN 13 :
Total Pages : 512 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis An Author and Permuted Title Index to Selected Statistical Journals by : Brian L. Joiner

Download or read book An Author and Permuted Title Index to Selected Statistical Journals written by Brian L. Joiner and published by . This book was released on 1970 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: All articles, notes, queries, corrigenda, and obituaries appearing in the following journals during the indicated years are indexed: Annals of mathematical statistics, 1961-1969; Biometrics, 1965-1969#3; Biometrics, 1951-1969; Journal of the American Statistical Association, 1956-1969; Journal of the Royal Statistical Society, Series B, 1954-1969,#2; South African statistical journal, 1967-1969,#2; Technometrics, 1959-1969.--p.iv.

Introductory Econometrics

Author : Hamid Seddighi
Publisher : Routledge
ISBN 13 : 1136586105
Total Pages : 391 pages
Book Rating : 4.1/5 (365 download)

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Book Synopsis Introductory Econometrics by : Hamid Seddighi

Download or read book Introductory Econometrics written by Hamid Seddighi and published by Routledge. This book was released on 2013-03-01 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the first serious attempt to explain the basics of econometrics and its applications in the clearest and simplest manner possible. Recognising the fact that a good level of mathematics is no longer a necessary prerequisite for economics/financial economics undergraduate and postgraduate programmes, it introduces this key subdivision of economics to an audience who might otherwise have been deterred by its complex nature.

Weighted Empiricals and Linear Models

Author : Hira L. Koul
Publisher : IMS
ISBN 13 : 9780940600287
Total Pages : 286 pages
Book Rating : 4.6/5 (2 download)

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Book Synopsis Weighted Empiricals and Linear Models by : Hira L. Koul

Download or read book Weighted Empiricals and Linear Models written by Hira L. Koul and published by IMS. This book was released on 1992 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Comprehensive Dissertation Index

Author :
Publisher :
ISBN 13 :
Total Pages : 1016 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Comprehensive Dissertation Index by :

Download or read book Comprehensive Dissertation Index written by and published by . This book was released on 1989 with total page 1016 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Asymptotic Laws and Methods in Stochastics

Author : Donald Dawson
Publisher : Springer
ISBN 13 : 1493930761
Total Pages : 401 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Asymptotic Laws and Methods in Stochastics by : Donald Dawson

Download or read book Asymptotic Laws and Methods in Stochastics written by Donald Dawson and published by Springer. This book was released on 2015-11-12 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains articles arising from a conference in honour of mathematician-statistician Miklόs Csörgő on the occasion of his 80th birthday, held in Ottawa in July 2012. It comprises research papers and overview articles, which provide a substantial glimpse of the history and state-of-the-art of the field of asymptotic methods in probability and statistics, written by leading experts. The volume consists of twenty articles on topics on limit theorems for self-normalized processes, planar processes, the central limit theorem and laws of large numbers, change-point problems, short and long range dependent time series, applied probability and stochastic processes, and the theory and methods of statistics. It also includes Csörgő’s list of publications during more than 50 years, since 1962.

Mathematical Reviews

Author :
Publisher :
ISBN 13 :
Total Pages : 1448 pages
Book Rating : 4.X/5 (6 download)

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Book Synopsis Mathematical Reviews by :

Download or read book Mathematical Reviews written by and published by . This book was released on 2003 with total page 1448 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Econometric Analysis

Author : Sharif Hossain
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1527563413
Total Pages : 741 pages
Book Rating : 4.5/5 (275 download)

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Book Synopsis Econometric Analysis by : Sharif Hossain

Download or read book Econometric Analysis written by Sharif Hossain and published by Cambridge Scholars Publishing. This book was released on 2024-02-08 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: For the last four decades, the uses of econometric tools and techniques, irrespective of discipline, have been increasing rapidly for solving problems, appropriate decision-making and policy formulation. Generally, it is accepted that the study of modern business and economics is incomplete without a proper knowledge of econometric tools and techniques. In view of the increasing complexity and variety of problems in business and economics, students and researchers may not be able to cope and hence may remain unfamiliar with many aspects of business and economic problems. Thus, this book was written to explore basic and advanced studies of econometrics for undergraduate and graduate students of business and economics, as well as for researchers already engaged in these fields who require an introduction to econometric methods and their application for solving of real-life problems. The book offers a balanced presentation of fundamental and advanced levels of econometric concepts and methods, along with practical examples of their effective application in real-life problems.