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Author : Jeffrey A. Smith
Publisher :
ISBN 13 : 9780771424595
Total Pages : 56 pages
Book Rating : 4.4/5 (245 download)
Download or read book Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators? written by Jeffrey A. Smith and published by . This book was released on 2003 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : OECD
Publisher : OECD Publishing
ISBN 13 : 9264056270
Total Pages : 478 pages
Book Rating : 4.2/5 (64 download)
Download or read book PISA Data Analysis Manual: SPSS, Second Edition written by OECD and published by OECD Publishing. This book was released on 2009-03-31 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication includes detailed information on how to analyse the PISA data, enabling researchers to both reproduce the initial results and to undertake further analyses.
Author : Kazuo Yamaguchi
Publisher : Springer
ISBN 13 : 9811376816
Total Pages : 276 pages
Book Rating : 4.8/5 (113 download)
Download or read book Gender Inequalities in the Japanese Workplace and Employment written by Kazuo Yamaguchi and published by Springer. This book was released on 2019-06-15 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: The in-depth analyses presented in this book have a dual focus: (1) Social mechanisms through which the gender wage gap, gender inequality in the attainment of managerial positions, and gender segregation of occupations are generated in Japan; and (2) Assessments of the effects of firms’ gender-egalitarian personnel policies and work–life balance promotion policies on the gender wage gap and the firms’ productivity. In addition, this work reviews and discusses various economic and sociological theories of gender inequality and gender discrimination and considers their consistencies and inconsistencies with the results of the analysis of Japanese data. Furthermore, the book critically reviews and discusses the historical development of the Japanese employment system by juxtaposing rational and cultural explanations. This book is an English translation by the author of a book he first published in Japanese in 2017. The original Japanese-language edition received two major book awards in Japan. One was The Nikkei Economic Book Culture Award, which is given every year by the Nikkei Newspaper Company and the Japan Economic Research Center to a few best books on economy and society. The other was The Showa University’s Women’s Culture Research Award, which is bestowed annually on a single book of research that promotes gender equality. Kazuo Yamaguchi is the Ralph Lewis Professor of Sociology at the University of Chicago.
Author : Simon Wood
Publisher : CRC Press
ISBN 13 : 1584884746
Total Pages : 412 pages
Book Rating : 4.5/5 (848 download)
Download or read book Generalized Additive Models written by Simon Wood and published by CRC Press. This book was released on 2006-02-27 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in widespread use, generalized additive models (GAMs) have evolved into a standard statistical methodology of considerable flexibility. While Hastie and Tibshirani's outstanding 1990 research monograph on GAMs is largely responsible for this, there has been a long-standing need for an accessible introductory treatment of the subject that also emphasizes recent penalized regression spline approaches to GAMs and the mixed model extensions of these models. Generalized Additive Models: An Introduction with R imparts a thorough understanding of the theory and practical applications of GAMs and related advanced models, enabling informed use of these very flexible tools. The author bases his approach on a framework of penalized regression splines, and builds a well-grounded foundation through motivating chapters on linear and generalized linear models. While firmly focused on the practical aspects of GAMs, discussions include fairly full explanations of the theory underlying the methods. Use of the freely available R software helps explain the theory and illustrates the practicalities of linear, generalized linear, and generalized additive models, as well as their mixed effect extensions. The treatment is rich with practical examples, and it includes an entire chapter on the analysis of real data sets using R and the author's add-on package mgcv. Each chapter includes exercises, for which complete solutions are provided in an appendix. Concise, comprehensive, and essentially self-contained, Generalized Additive Models: An Introduction with R prepares readers with the practical skills and the theoretical background needed to use and understand GAMs and to move on to other GAM-related methods and models, such as SS-ANOVA, P-splines, backfitting and Bayesian approaches to smoothing and additive modelling.
Author : Leslie Rutkowski
Publisher : CRC Press
ISBN 13 : 1439895147
Total Pages : 623 pages
Book Rating : 4.4/5 (398 download)
Download or read book Handbook of International Large-Scale Assessment written by Leslie Rutkowski and published by CRC Press. This book was released on 2013-11-12 with total page 623 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the 2017 AERA Division D Significant Contribution to Educational Measurement and Research Methodology Award! Technological and statistical advances, along with a strong interest in gathering more information about the state of our educational systems, have made it possible to assess more students, in more countries, more often, and in more subject domains. The Handbook of International Large-Scale Assessment: Background, Technical Issues, and Methods of Data Analysis brings together recognized scholars in the field of ILSA, behavioral statistics, and policy to develop a detailed guide that goes beyond database user manuals. After highlighting the importance of ILSA data to policy and research, the book reviews methodological aspects and features of the studies based on operational considerations, analytics, and reporting. The book then describes methods of interest to advanced graduate students, researchers, and policy analysts who have a good grounding in quantitative methods, but who are not necessarily quantitative methodologists. In addition, it provides a detailed exposition of the technical details behind these assessments, including the test design, the sampling framework, and estimation methods, with a focus on how these issues impact analysis choices.
Author : Wolfgang Härdle
Publisher : Springer Science & Business Media
ISBN 13 : 3642577008
Total Pages : 210 pages
Book Rating : 4.6/5 (425 download)
Download or read book Partially Linear Models written by Wolfgang Härdle and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last ten years, there has been increasing interest and activity in the general area of partially linear regression smoothing in statistics. Many methods and techniques have been proposed and studied. This monograph hopes to bring an up-to-date presentation of the state of the art of partially linear regression techniques. The emphasis is on methodologies rather than on the theory, with a particular focus on applications of partially linear regression techniques to various statistical problems. These problems include least squares regression, asymptotically efficient estimation, bootstrap resampling, censored data analysis, linear measurement error models, nonlinear measurement models, nonlinear and nonparametric time series models.
Author : World Bank;World Trade Organization
Publisher : World Bank Publications
ISBN 13 : 1464815569
Total Pages : 274 pages
Book Rating : 4.4/5 (648 download)
Download or read book Women and Trade written by World Bank;World Trade Organization and published by World Bank Publications. This book was released on 2020-09-04 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trade can dramatically improve women’s lives, creating new jobs, enhancing consumer choices, and increasing women’s bargaining power in society. It can also lead to job losses and a concentration of work in low-skilled employment. Given the complexity and specificity of the relationship between trade and gender, it is essential to assess the potential impact of trade policy on both women and men and to develop appropriate, evidence-based policies to ensure that trade helps to enhance opportunities for all. Research on gender equality and trade has been constrained by limited data and a lack of understanding of the connections among the economic roles that women play as workers, consumers, and decision makers. Building on new analyses and new sex-disaggregated data, Women and Trade: The Role of Trade in Promoting Gender Equality aims to advance the understanding of the relationship between trade and gender equality and to identify a series of opportunities through which trade can improve the lives of women.
Author : Jerald G. Bachman
Publisher : Psychology Press
ISBN 13 : 1135643873
Total Pages : 341 pages
Book Rating : 4.1/5 (356 download)
Download or read book The Decline of Substance Use in Young Adulthood written by Jerald G. Bachman and published by Psychology Press. This book was released on 2014-04-04 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended as a thoughtful extension to Bachman et al.'s well-received monograph Smoking, Drinking, and Drug Use in Young Adulthood. That volume showed that the new freedoms of young adulthood lead to increases in substance use, while the responsibilities of adulthood--marriage, pregnancy, parenthood--contribute to declines in substance use. The Decline of Substance Use in Young Adulthood examines how the changes in social and religious experiences and in attitudes toward substance use observed among young adults are related to changes in substance use, family transitions, living arrangements, college experience, and employment. The research uses a variety of analysis techniques and is based on the nationwide Monitoring the Future surveys of more than 38,000 young people followed from high school into adulthood. The research covers the last quarter of the 20th century, a period when drug use and views about drugs underwent many important changes. In spite of these shifts, the overall patterns of relationships reported in this book are impressive in their consistency across time and in their general similarity for men and women. Specific questions addressed include the following: *As young adults experience new freedoms and responsibilities, do their attitudes about drugs change? *Do their religious views and behaviors shift? *Do their new freedoms and responsibilities affect the amount of time they spend in social activities, including going to parties and bars? *And how are any of these changes linked to changes in cigarette use, alcohol use, marijuana use, and cocaine use?
Author : Juan Gabriel Rodríguez
Publisher : Emerald Group Publishing
ISBN 13 : 1780520344
Total Pages : 259 pages
Book Rating : 4.7/5 (85 download)
Download or read book Inequality of Opportunity written by Juan Gabriel Rodríguez and published by Emerald Group Publishing. This book was released on 2011-10-12 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Eight papers, both theoretical and applied, on the concept of equality of opportunity which says that a society should guarantee its members equal access to advantage regardless of their circumstances, while holding them responsible for turning that access into actual advantage by the application of effort.
Author : Panchanan Das
Publisher : Springer Nature
ISBN 13 : 9813290196
Total Pages : 574 pages
Book Rating : 4.8/5 (132 download)
Download or read book Econometrics in Theory and Practice written by Panchanan Das and published by Springer Nature. This book was released on 2019-09-05 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces econometric analysis of cross section, time series and panel data with the application of statistical software. It serves as a basic text for those who wish to learn and apply econometric analysis in empirical research. The level of presentation is as simple as possible to make it useful for undergraduates as well as graduate students. It contains several examples with real data and Stata programmes and interpretation of the results. While discussing the statistical tools needed to understand empirical economic research, the book attempts to provide a balance between theory and applied research. Various concepts and techniques of econometric analysis are supported by carefully developed examples with the use of statistical software package, Stata 15.1, and assumes that the reader is somewhat familiar with the Strata software. The topics covered in this book are divided into four parts. Part I discusses introductory econometric methods for data analysis that economists and other social scientists use to estimate the economic and social relationships, and to test hypotheses about them, using real-world data. There are five chapters in this part covering the data management issues, details of linear regression models, the related problems due to violation of the classical assumptions. Part II discusses some advanced topics used frequently in empirical research with cross section data. In its three chapters, this part includes some specific problems of regression analysis. Part III deals with time series econometric analysis. It covers intensively both the univariate and multivariate time series econometric models and their applications with software programming in six chapters. Part IV takes care of panel data analysis in four chapters. Different aspects of fixed effects and random effects are discussed here. Panel data analysis has been extended by taking dynamic panel data models which are most suitable for macroeconomic research. The book is invaluable for students and researchers of social sciences, business, management, operations research, engineering, and applied mathematics.
Author : Leah Platt Boustan
Publisher : University of Chicago Press
ISBN 13 : 022616389X
Total Pages : 419 pages
Book Rating : 4.2/5 (261 download)
Download or read book Human Capital in History written by Leah Platt Boustan and published by University of Chicago Press. This book was released on 2014-11-05 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume honours the contributions Claudia Goldin has made to scholarship and teaching in economic history and labour economics. The chapters address some closely integrated issues: the role of human capital in the long-term development of the American economy, trends in fertility and marriage, and women's participation in economic change.
Author : Gary King
Publisher : Cambridge University Press
ISBN 13 : 9780521542807
Total Pages : 436 pages
Book Rating : 4.5/5 (428 download)
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.
Author : Ricardo Paes de Barros
Publisher : World Bank Publications
ISBN 13 : 0821377469
Total Pages : 222 pages
Book Rating : 4.8/5 (213 download)
Download or read book Measuring Inequality of Opportunities in Latin America and the Caribbean written by Ricardo Paes de Barros and published by World Bank Publications. This book was released on 2008-11-12 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: Equality of opportunity is about leveling the playing field so that circumstances such as gender, ethnicity, place of birth, or family background do not influence a person s life chances. Success in life should depend on people s choices, effort and talents, not to their circumstances at birth. 'Measuring Inequality of Opportunities in Latin America and the Caribbean' introduces new methods for measuring inequality of opportunities and makes an assessment of its evolution in Latin America over a decade. An innovative Human Opportunity Index and other parametric and non-parametric techniques are presented for quantifying inequality based on circumstances exogenous to individual efforts. These methods are applied to gauge inequality of opportunities in access to basic services for children, learning achievement for youth, and income and consumption for adults.
Author : K. Murrell
Publisher : Springer Science & Business Media
ISBN 13 : 9400958781
Total Pages : 520 pages
Book Rating : 4.4/5 (9 download)
Download or read book Ergonomics written by K. Murrell and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Until quite recently conditions in industry were often rough. Long hours were worked in insanitary and murky workshops, often with little regard to the effects upon the workpeople who were considered to be expendable. Now, however, these adverse conditions have been recognized and so remedied that there remains little in industrial conditions to disturb the public conscience. This does not mean that conditions of work in office or factory are perfect. The obvious and dramatic abuses of the human frame may have gone, but in their place have arisen stresses and strains which, taking effect only in the long term, are generally undramatic and often unrecognized. They exist none the less. No organized effort to study the effect of working conditions on man's performance was made until the end of World War I, when the Industrial Fatigue Research Board was set up. For the first time, men trained in the human sciences entered industry to study men at work. They made con tributions which set a new standard of scientific investigation into human performance and allowed executive action on the basis of evidence rather than of hunch. The Board's work differed from the contribution of Gilbreth in America in that the principles of Motion Study which he developed were, to a large extent, based on intelligent observation rather than controlled experiment. During the 1920S the National Institute of Industrial Psychology was founded and there was close collaboration between it and the I.F.R.B.
Author : Carl Edward Rasmussen
Publisher : MIT Press
ISBN 13 : 026218253X
Total Pages : 266 pages
Book Rating : 4.2/5 (621 download)
Download or read book Gaussian Processes for Machine Learning written by Carl Edward Rasmussen and published by MIT Press. This book was released on 2005-11-23 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines. Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical and practical aspects of GPs in machine learning. The treatment is comprehensive and self-contained, targeted at researchers and students in machine learning and applied statistics. The book deals with the supervised-learning problem for both regression and classification, and includes detailed algorithms. A wide variety of covariance (kernel) functions are presented and their properties discussed. Model selection is discussed both from a Bayesian and a classical perspective. Many connections to other well-known techniques from machine learning and statistics are discussed, including support-vector machines, neural networks, splines, regularization networks, relevance vector machines and others. Theoretical issues including learning curves and the PAC-Bayesian framework are treated, and several approximation methods for learning with large datasets are discussed. The book contains illustrative examples and exercises, and code and datasets are available on the Web. Appendixes provide mathematical background and a discussion of Gaussian Markov processes.
Author :
Publisher : Org. for Economic Cooperation & Development
ISBN 13 :
Total Pages : 484 pages
Book Rating : 4.:/5 (319 download)
Download or read book PISA PISA Data Analysis Manual: SPSS, Second Edition written by and published by Org. for Economic Cooperation & Development. This book was released on 2009-04-21 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rev. ed. of: PISA 2003 data analysis manual. SPSS users. c2005.
Author : Krzysztof Jajuga
Publisher : Springer Nature
ISBN 13 : 3030523489
Total Pages : 334 pages
Book Rating : 4.0/5 (35 download)
Download or read book Classification and Data Analysis written by Krzysztof Jajuga and published by Springer Nature. This book was released on 2020-08-28 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume gathers peer-reviewed contributions on data analysis, classification and related areas presented at the 28th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2019, held in Szczecin, Poland, on September 18–20, 2019. Providing a balance between theoretical and methodological contributions and empirical papers, it covers a broad variety of topics, ranging from multivariate data analysis, classification and regression, symbolic (and other) data analysis, visualization, data mining, and computer methods to composite measures, and numerous applications of data analysis methods in economics, finance and other social sciences. The book is intended for a wide audience, including researchers at universities and research institutions, graduate and doctoral students, practitioners, data scientists and employees in public statistical institutions.
