fixed effects regression models 160 quantitative applications in the social sciences

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Fixed Effects Regression Models

Author : Paul D. Allison
ISBN : 9781483389271
Genre : Social Science
File Size : 88. 47 MB
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This book demonstrates how to estimate and interpret fixed-effects models in a variety of different modeling contexts: linear models, logistic models, Poisson models, Cox regression models, and structural equation models. Both advantages and disadvantages of fixed-effects models will be considered, along with detailed comparisons with random-effects models. Written at a level appropriate for anyone who has taken a year of statistics, the book is appropriate as a supplement for graduate courses in regression or linear regression as well as an aid to researchers who have repeated measures or cross-sectional data. Learn more about "The Little Green Book" - QASS Series! Click Here

Do Babies Matter

Author : Mary Ann Mason
ISBN : 9780813560823
Genre : Social Science
File Size : 87. 12 MB
Format : PDF
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The new generation of scholars differs in many ways from its predecessor of just a few decades ago. Academia once consisted largely of men in traditional single-earner families. Today, men and women fill the doctoral student ranks in nearly equal numbers and most will experience both the benefits and challenges of living in dual-income households. This generation also has new expectations and values, notably the desire for flexibility and balance between careers and other life goals. However, changes to the structure and culture of academia have not kept pace with young scholars’ desires for work-family balance. Do Babies Matter? is the first comprehensive examination of the relationship between family formation and the academic careers of men and women. The book begins with graduate students and postdoctoral fellows, moves on to early and mid-career years, and ends with retirement. Individual chapters examine graduate school, how recent PhD recipients get into the academic game, the tenure process, and life after tenure. The authors explore the family sacrifices women often have to make to get ahead in academia and consider how gender and family interact to affect promotion to full professor, salaries, and retirement. Concrete strategies are suggested for transforming the university into a family-friendly environment at every career stage. The book draws on over a decade of research using unprecedented data resources, including the Survey of Doctorate Recipients, a nationally representative panel survey of PhDs in America, and multiple surveys of faculty and graduate students at the ten-campus University of California system..

Nonrecursive Models

Author : Pamela Paxton
ISBN : 9781412974448
Genre : Social Science
File Size : 83. 2 MB
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Nonrecursive Models provides explicit guidance to researchers on the estimation and assessment of nonrecursive simultaneous equation models in a clear, condensed and precise form. It guides readers through the specification and identification of simultaneous equation models, how to assess the quality of the estimates, and how to correctly interpret results.

Quantitative Narrative Analysis

Author : Roberto Franzosi
ISBN : 9781412925259
Genre : Language Arts & Disciplines
File Size : 75. 49 MB
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Researchers and students in the social sciences.

Multiple Correspondence Analysis

Author : Brigitte Le Roux
ISBN : 9781483389462
Genre : Social Science
File Size : 70. 87 MB
Format : PDF, Kindle
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Requiring no prior knowledge of correspondence analysis, this text provides a nontechnical introduction to Multiple Correspondence Analysis (MCA) as a method in its own right. The authors, Brigitte LeRoux and Henry Rouanet, present thematerial in a practical manner, keeping the needs of researchers foremost in mind. Key Features Readers learn how to construct geometric spaces from relevant data, formulate questions of interest, and link statistical interpretation to geometric representations. They also learn how to perform structured data analysis and to draw inferential conclusions from MCA. The text uses real examples to help explain concepts. The authors stress the distinctive capacity of MCA to handle full-scale research studies. This supplementary text is appropriate for any graduate-level, intermediate, or advanced statistics course across the social and behavioral sciences, as well as for individual researchers. Learn more about "The Little Green Book" - QASS Series! Click Here

The Association Graph And The Multigraph For Loglinear Models

Author : Harry J. Khamis
ISBN : 9781452238951
Genre : Mathematics
File Size : 21. 78 MB
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The Association Graph and the Multigraph for Loglinear Models will help students, particularly those studying the analysis of categorical data, to develop the ability to evaluate and unravel even the most complex loglinear models without heavy calculations or statistical software. This supplemental text reviews loglinear models, explains the association graph, and introduces the multigraph to students who may have little prior experience of graphical techniques, but have some familiarity with categorical variable modeling. The author presents logical step-by-step techniques from the point of view of the practitioner, focusing on how the technique is applied to contingency table data and how the results are interpreted.

Fixed Effects Regression Methods For Longitudinal Data Using Sas

Author : Paul D. Allison
ISBN : 1590477782
Genre : Mathematics
File Size : 23. 27 MB
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Fixed Effects Regression Methods for Longitudinal Data Using SAS, written by Paul Allison, is an invaluable resource for all researchers interested in adding fixed effects regression methods to their tool kit of statistical techniques. First introduced by economists, fixed effects methods are gaining widespread use throughout the social sciences. Designed to eliminate major biases from regression models with multiple observations (usually longitudinal) for each subject (usually a person), fixed effects methods essentially offer control for all stable characteristics of the subjects, even characteristics that are difficult or impossible to measure. This straightforward and thorough text shows you how to estimate fixed effects models with several SAS procedures that are appropriate for different kinds of outcome variables. The theoretical background of each model is explained, and the models are then illustrated with detailed examples using real data. The book contains thorough discussions of the following uses of SAS procedures: PROC GLM for estimating fixed effects linear models for quantitative outcomes, PROC LOGISTIC for estimating fixed effects logistic regression models, PROC PHREG for estimating fixed effects Cox regression models for repeated event data, PROC GENMOD for estimating fixed effects Poisson regression models for count data, and PROC CALIS for estimating fixed effects structural equation models. To gain the most benefit from this book, readers should be familiar with multiple linear regression, have practical experience using multiple regression on real data, and be comfortable interpreting the output from a regression analysis. An understanding of logistic regression and Poisson regression is a plus. Some experience with SAS is helpful, but not required. This book is part of the SAS Press program.

Spatial Regression Models

Author : Michael D. Ward
ISBN : 9781412954150
Genre : Mathematics
File Size : 65. 59 MB
Format : PDF
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Assuming no prior knowledge this book is geared toward social science readers, unlike other volumes on this topic. The text illustrates concepts using well known international, comparative, and national examples of spatial regression analysis. Each example is presented alongside relevant data and code, which is also available on a Web site maintained by the authors.

Stanford Bulletin

Author :
ISBN : STANFORD:36105119778335
Genre : Education
File Size : 54. 96 MB
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Prosthodontics Care Utilization And Oral Health Related Quality Of Life

Author : Ingrid Collin Bagewitz
ISBN : 9171042903
Genre : Medical
File Size : 58. 62 MB
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