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A Monte Carlo Study Of Aggregation Effects On Regression Parameter Estimates
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Book Synopsis Handbook of Meta-Analysis by : Christopher H. Schmid
Download or read book Handbook of Meta-Analysis written by Christopher H. Schmid and published by CRC Press. This book was released on 2020-09-07 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Provides a comprehensive overview of meta-analysis methods and applications. 2. Divided into four major sub-topics, covering univariate meta-analysis, multivariate, applications and policy. 3. Designed to be suitable for graduate students and researchers new to the field. 4. Includes lots of real examples, with data and software code made available. 5. Chapters written by the leading researchers in the field.
Book Synopsis Statistical Methods For Biomedical Research by : Ji-qian Fang
Download or read book Statistical Methods For Biomedical Research written by Ji-qian Fang and published by World Scientific. This book was released on 2021-03-18 with total page 1159 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of four parts with 32 chapters adapted for four short courses, from the basic to the advanced levels of medical statistics (biostatistics), ideal for biomedical students. Part 1 is a compulsory course of Basic Statistics with descriptive statistics, parameter estimation and hypothesis test, simple correlation and regression. Part 2 is a selective course on Study Design and Implementation with sampling survey, interventional study, observational study, diagnosis study, data sorting and article writing. Part 3 is a specially curated course of Multivariate Analyses with complex analyses of variance, variety of regressions and classical multivariate analyses. Part 4 is a seminar course on Introduction to Advanced Statistical Methods with meta-analysis, time series, item response theory, structure equation model, multi-level model, bio-informatics, genetic statistics and data mining.The main body of each chapter is followed by five practical sections: Report Writing, Case Discrimination, Computer Experiments, Frequently Asked Questions and Summary, and Practice & Think. Moreover, there are 2 attached Appendices, Appendix A includes Introductions to SPSS, Excel and R respectively, and Appendix B includes all the programs, data and printouts for Computer Experiments in addition to the Tests for Review and the reference answers for Case Discrimination as well as Practice & Think..This book can be used as a textbook for biomedical students at both under- and postgraduate levels. It can also serve as an important guide for researchers, professionals and officers in the biomedical field.
Book Synopsis Statistical Issues in Allocating Federal Funds and Estimation of Local Government Finances by :
Download or read book Statistical Issues in Allocating Federal Funds and Estimation of Local Government Finances written by and published by . This book was released on 1977 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Cumulated Index Medicus written by and published by . This book was released on 1999 with total page 1860 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Measurement Error in Nonlinear Models by : Sandra Nolte
Download or read book Measurement Error in Nonlinear Models written by Sandra Nolte and published by LIT Verlag Münster. This book was released on 2010 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyzes how the choice of a particular disclosure limitation method, namely additive and multiplicative measurement error, affects the quality of the data and limits its usefulness for empirical research. Generally, a disclosure limitation method can be regarded as a data filter that transforms the true data generating process. This book focuses explicitly on the consequences of additive and multiplicative measurement error for the properties of nonlinear econometric estimators. It investigates the extent to which appropriate econometric techniques can yield consistent and unbiased estimates of the true data generating process in the case of disclosure limitation. Sandra Nolte received her PhD in Economics at the University of Konstanz, Germany in 2008 and is a postdoctoral researcher at the Financial Econometric Research Centre at the Warwick Business School, UK since 2009. Her research areas include microeconometrics and financial econometrics.
Book Synopsis Essays in Honor of M. Hashem Pesaran by : Alexander Chudik
Download or read book Essays in Honor of M. Hashem Pesaran written by Alexander Chudik and published by Emerald Group Publishing. This book was released on 2022-01-18 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: The collection of chapters in Volume 43 Part B of Advances in Econometrics serves as a tribute to one of the most innovative, influential, and productive econometricians of his generation, Professor M. Hashem Pesaran.
Book Synopsis Principles and Practice of Structural Equation Modeling by : Rex B. Kline
Download or read book Principles and Practice of Structural Equation Modeling written by Rex B. Kline and published by Guilford Publications. This book was released on 2023-05-24 with total page 514 pages. Available in PDF, EPUB and Kindle. Book excerpt: Significantly revised, the fifth edition of the most complete, accessible text now covers all three approaches to structural equation modeling (SEM)--covariance-based SEM, nonparametric SEM (Pearl’s structural causal model), and composite SEM (partial least squares path modeling). With increased emphasis on freely available software tools such as the R lavaan package, the text uses data examples from multiple disciplines to provide a comprehensive understanding of all phases of SEM--what to know, best practices, and pitfalls to avoid. It includes exercises with answers, rules to remember, topic boxes, and a new self-test on significance testing, regression, and psychometrics. The companion website supplies helpful primers on these topics as well as data, syntax, and output for the book's examples, in files that can be opened with any basic text editor. New to This Edition *Chapters on composite SEM, also called partial least squares path modeling or variance-based SEM; conducting SEM analyses in small samples; and recent developments in mediation analysis. *Coverage of new reporting standards for SEM analyses; piecewise SEM, also called confirmatory path analysis; comparing alternative models fitted to the same data; and issues in multiple-group SEM. *Extended tutorials on techniques for dealing with missing data in SEM and instrumental variable methods to deal with confounding of target causal effects. Pedagogical Features *New self-test of knowledge about background topics (significance testing, regression, and psychometrics) with scoring key and online primers. *End-of-chapter suggestions for further reading and exercises with answers. *Troublesome examples from real data, with guidance for handling typical problems in analyses. *Topic boxes on special issues and boxed rules to remember. *Website promoting a learn-by-doing approach, including data, extensively annotated syntax, and output files for all the book’s detailed examples.
Download or read book Small-area Statistics Papers written by and published by . This book was released on 1975 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Adverse Impact Analysis by : Scott B. Morris
Download or read book Adverse Impact Analysis written by Scott B. Morris and published by Psychology Press. This book was released on 2016-12-01 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compliance with federal equal employment opportunity regulations, including civil rights laws and affirmative action requirements, requires collection and analysis of data on disparities in employment outcomes, often referred to as adverse impact. While most human resources (HR) practitioners are familiar with basic adverse impact analysis, the courts and regulatory agencies are increasingly relying on more sophisticated methods to assess disparities. Employment data are often complicated, and can include a broad array of employment actions (e.g., selection, pay, promotion, termination), as well as data that span multiple protected groups, settings, and points in time. In the era of "big data," the HR analyst often has access to larger and more complex data sets relevant to employment disparities. Consequently, an informed HR practitioner needs a richer understanding of the issues and methods for conducting disparity analyses. This book brings together the diverse literature on disparity analysis, spanning work from statistics, industrial/organizational psychology, human resource management, labor economics, and law, to provide a comprehensive and integrated summary of current best practices in the field. Throughout, the description of methods is grounded in the legal context and current trends in employment litigation and the practices of federal regulatory agencies. The book provides guidance on all phases of disparity analysis, including: How to structure diverse and complex employment data for disparity analysis How to conduct both basic and advanced statistical analyses on employment outcomes related to employee selection, promotion, compensation, termination, and other employment outcomes How to interpret results in terms of both practical and statistical significance Common practical challenges and pitfalls in disparity analysis and strategies to deal with these issues
Book Synopsis Annual Report of the Director of Research by : National Bureau of Economic Research
Download or read book Annual Report of the Director of Research written by National Bureau of Economic Research and published by . This book was released on 1976 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Issues in Global, Public, Community, and Institutional Health: 2011 Edition by :
Download or read book Issues in Global, Public, Community, and Institutional Health: 2011 Edition written by and published by ScholarlyEditions. This book was released on 2012-01-09 with total page 2777 pages. Available in PDF, EPUB and Kindle. Book excerpt: Issues in Global, Public, Community, and Institutional Health: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Global, Public, Community, and Institutional Health. The editors have built Issues in Global, Public, Community, and Institutional Health: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Global, Public, Community, and Institutional Health in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Global, Public, Community, and Institutional Health: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.
Book Synopsis Parameter Estimation and Uncertainty Quantification in Water Resources Modeling by : Philippe Renard
Download or read book Parameter Estimation and Uncertainty Quantification in Water Resources Modeling written by Philippe Renard and published by Frontiers Media SA. This book was released on 2020-04-22 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Numerical models of flow and transport processes are heavily employed in the fields of surface, soil, and groundwater hydrology. They are used to interpret field observations, analyze complex and coupled processes, or to support decision making related to large societal issues such as the water-energy nexus or sustainable water management and food production. Parameter estimation and uncertainty quantification are two key features of modern science-based predictions. When applied to water resources, these tasks must cope with many degrees of freedom and large datasets. Both are challenging and require novel theoretical and computational approaches to handle complex models with large number of unknown parameters.
Book Synopsis Scientific and Technical Aerospace Reports by :
Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1992 with total page 1572 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Annual Report - National Bureau of Economic Research by : National Bureau of Economic Research
Download or read book Annual Report - National Bureau of Economic Research written by National Bureau of Economic Research and published by . This book was released on 1975 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Nonlinear Time Series Analysis of Business Cycles by : C. Milas
Download or read book Nonlinear Time Series Analysis of Business Cycles written by C. Milas and published by Emerald Group Publishing. This book was released on 2006-02-08 with total page 461 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume of Contributions to Economic Analysis addresses a number of important questions in the field of business cycles including: How should business cycles be dated and measured? What is the response of output and employment to oil-price and monetary shocks? And, is the business cycle asymmetric, and does it matter?
Book Synopsis The Art of Empirical Investigation by : Julian Lincoln Simon
Download or read book The Art of Empirical Investigation written by Julian Lincoln Simon and published by Transaction Publishers. This book was released on 2003-09-12 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: Julian Simon was known for his methodical, and often controversial, writings challenging conventional beliefs about overpopulation, pollution, disappearing farmland, and the scarcity of energy sources and raw materials. But throughout his works is a common theme: that responsible, unbiased research and examination of the data is indispensable to formulating a well-informed and accurate opinion. "The Art of Empirical Investigation" teaches student, professor, researcher, and those interested in ascertaining the truth about social issues just how to proceed. "The Art of Empirical Investigation" is a textbook on the basics of social-scientific research. It discusses all the important empirical methods used in social science, and its examples, drawn from a wide variety of academic and applied fields, illustrate the use of each method in its most appropriate context. The actual decisions a researcher must make at every stage of a project are emphasized, as well as obstacles to knowledge--such as observer bias, deception, unreliability of data, and sampling costs--and how to overcome them. Presupposing nothing, the book introduces the reader to the foundations of empirical social-science research, regardless of a specific field. It also makes an important contribution to beginning researchers' understanding of an operational definition of causality, which cuts through philosophical obscurity and teaches the researcher how to decide whether or not a given relationship is causal. James E. Katz contributes an introduction written for this new edition, in which he explains why, after over three decades, this remains one of the best books on research methods around. Written in a clear, informal style, "The Art of Empirical Investigation" is a must for the student and teacher of the social sciences, researchers, and journalists. Julian L. Simon (1932-1998) was professor of business administration at the University of Maryland and Distinguished Senior Fellow of the Cato Institute. His books, as author or editor, include "Population Matters, Hoodwinking the Nation," and "The Economics of Population: Key Classic Writing," all available from Transaction. James E. Katz is professor of communication at the School of Communication, Information and Library Studies at Rutgers University. He is the author of "Machines That Become Us" and "Connections," both available from Transaction.
Download or read book Ecological Inference written by Gary King and published by Cambridge University Press. This book was released on 2004-09-13 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing upon the recent explosion of research in the field, a diverse group of scholars surveys the latest strategies for solving ecological inference problems, the process of trying to infer individual behavior from aggregate data. The uncertainties and information lost in aggregation make ecological inference one of the most difficult areas of statistical inference, but these inferences are required in many academic fields, as well as by legislatures and the Courts in redistricting, marketing research by business, and policy analysis by governments. This wide-ranging collection of essays offers many fresh and important contributions to the study of ecological inference.
