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Causal Analysis With Panel Data

Author : Steven E. Finkel
ISBN : 0803938969
Genre : Medical
File Size : 32. 90 MB
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Panel data — information gathered from the same individuals or units at several different points in time — are commonly used in the social sciences to test theories of individual and social change. This book highlights the developments in this technique in a range of disciplines and analytic traditions.

Causal Analysis With Panel Data

Author : Steven E. Finkel
ISBN : 0803938969
Genre : Medical
File Size : 84. 33 MB
Format : PDF
Download : 874
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Panel data — information gathered from the same individuals or units at several different points in time — are commonly used in the social sciences to test theories of individual and social change. This book highlights the developments in this technique in a range of disciplines and analytic traditions.

Causal Analysis With Panel Data

Author : Steven E. Finkel
ISBN : 0803938969
Genre : Medical
File Size : 82. 87 MB
Format : PDF, ePub, Mobi
Download : 465
Read : 226

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Panel data — information gathered from the same individuals or units at several different points in time — are commonly used in the social sciences to test theories of individual and social change. This book highlights the developments in this technique in a range of disciplines and analytic traditions.

Resources In Education

Author :
ISBN : PSU:000068696771
Genre : Education
File Size : 20. 21 MB
Format : PDF, Docs
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Analyzing Panel Data

Author : Gregory B. Markus
ISBN : 0803913729
Genre : Social Science
File Size : 23. 32 MB
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An introduction to a variety of techniques that may be used in the analysis of data from a panel study -- information obtained from a large number of entities at two or more points in time. The focus of this volume is on analysis rather than problems of sampling or design, and its emphasis is on application rather than theory.

Panel Data Econometrics

Author : Mike Tsionas
ISBN : 9780128158609
Genre : Business & Economics
File Size : 57. 15 MB
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Panel Data Econometrics: Empirical Applications introduces econometric modelling. Written by experts from diverse disciplines, the volume uses longitudinal datasets to illuminate applications for a variety of fields, such as banking, financial markets, tourism and transportation, auctions, and experimental economics. Contributors emphasize techniques and applications, and they accompany their explanations with case studies, empirical exercises and supplementary code in R. They also address panel data analysis in the context of productivity and efficiency analysis, where some of the most interesting applications and advancements have recently been made. Provides a vast array of empirical applications useful to practitioners from different application environments Accompanied by extensive case studies and empirical exercises Includes empirical chapters accompanied by supplementary code in R, helping researchers replicate findings Represents an accessible resource for diverse industries, including health, transportation, tourism, economic growth, and banking, where researchers are not always econometrics experts

Analysis Of Change

Author : Uwe Engel
ISBN : 9783110824452
Genre : Social Science
File Size : 65. 32 MB
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Econometric Analysis Of Cross Section And Panel Data

Author : Jeffrey M. Wooldridge
ISBN : 0262232197
Genre : Business & Economics
File Size : 73. 78 MB
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A comprehensive state-of-the-art text on microeconometric methods.

Causal Analysis

Author : University of Michigan. Center for Research on Utilization of Scientific Knowledge
ISBN : STANFORD:36105039105908
Genre : Social sciences
File Size : 36. 95 MB
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Causal Modeling

Author : Herbert B. Asher
ISBN : 0803906544
Genre : Mathematics
File Size : 42. 83 MB
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Retains complete coverage of the first edition, while amplifying key areas such as direct/indirect effects, standardized/unstandardized variables, multicollinie-arity, and nonrecursive modeling.

Data Analysis

Author : Michael Lewis-Beck
ISBN : 0803957726
Genre : Medical
File Size : 61. 19 MB
Format : PDF, Kindle
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This accessible introduction to data analysis focuses on the interpretation of statistical results, in particular those which come from nonexperimental social research. It will provide social science researchers with the tools necessary to select and evaluate statistical tests appropriate for their research question. Using a consistent data-set throughout the book to illustrate the various analytic techniques, Michael Lewis-Beck covers topics such as univariate statistics, measures of association, the statistical significance of the relationship between two variables, simple regression in which the dependent variable is influenced by a single independent variable, and multiple regression.

Breakthroughs In Decision Science And Risk Analysis

Author : Louis Anthony Cox, Jr.
ISBN : 9781118938898
Genre : Business & Economics
File Size : 39. 22 MB
Format : PDF, Kindle
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Discover recent powerful advances in the theory, methods, and applications of decision and risk analysis Focusing on modern advances and innovations in the field of decision analysis (DA), Breakthroughs in Decision Science and Risk Analysis presents theories and methods for making, improving, and learning from significant practical decisions. The book explains these new methods and important applications in an accessible and stimulating style for readers from multiple backgrounds, including psychology, economics, statistics, engineering, risk analysis, operations research, and management science. Highlighting topics not conventionally found in DA textbooks, the book illustrates genuine advances in practical decision science, including developments and trends that depart from, or break with, the standard axiomatic DA paradigm in fundamental and useful ways. The book features methods for coping with realistic decision-making challenges such as online adaptive learning algorithms, innovations in robust decision-making, and the use of a variety of models to explain available data and recommend actions. In addition, the book illustrates how these techniques can be applied to dramatically improve risk management decisions. Breakthroughs in Decision Science and Risk Analysis also includes: An emphasis on new approaches rather than only classical and traditional ideas Discussions of how decision and risk analysis can be applied to improve high-stakes policy and management decisions Coverage of the potential value and realism of decision science within applications in financial, health, safety, environmental, business, engineering, and security risk management Innovative methods for deciding what actions to take when decision problems are not completely known or described or when useful probabilities cannot be specified Recent breakthroughs in the psychology and brain science of risky decisions, mathematical foundations and techniques, and integration with learning and pattern recognition methods from computational intelligence Breakthroughs in Decision Science and Risk Analysis is an ideal reference for researchers, consultants, and practitioners in the fields of decision science, operations research, business, management science, engineering, statistics, and mathematics. The book is also an appropriate guide for managers, analysts, and decision and policy makers in the areas of finance, health and safety, environment, business, engineering, and security risk management.

Processing Data

Author : Linda B. Bourque
ISBN : 0803947410
Genre : Social Science
File Size : 89. 19 MB
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This volume highlights the theory that decisions made during the design of a data collection instrument influence the kind of data and the format of the data that are available for analysis. Opening with a discussion on the selection of the data collection technique(s) and how this impacts on data processing and the data for later analysis, the book covers key issues such as: should you create your own instrument for a questionnaire? how do you test a questionnaire? what are the characteristics of good data processing? how to deal with missing data? how to scale an evaluation and create subfiles for analysis? In addition, each major section concludes with examples and when appropriate, directs the reader to commonly available computer software that can aid in data processing.

Internet Data Collection

Author : Samuel J. Best
ISBN : 0761927107
Genre : Computers
File Size : 44. 82 MB
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Designed for researchers and students alike, the volume describes how to perform each stage of the data collection process on the Internet, including sampling, instrument design, and administration. Through the use of non-technical prose and illustrations, it details the options available, describes potential dangers in choosing them, and provides guidelines for sidestepping them. In doing so, though, it does not simply reiterate the practices of traditional communication modes, but approaches the Internet as a unique medium that necessitates its own conventions.

The Association Graph And The Multigraph For Loglinear Models

Author : Harry J. Khamis
ISBN : 9781452238951
Genre : Mathematics
File Size : 56. 46 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.

Interaction Effects In Logistic Regression

Author : James Jaccard
ISBN : 0761922075
Genre : Mathematics
File Size : 84. 3 MB
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This work introduces general strategies for testing interactions in logistic regression as well as providing the tools to interpret and understand the meaning of coefficients in equations with product terms.

Measures Of Association

Author : Albert M. Liebetrau
ISBN : 0803919743
Genre : Social Science
File Size : 61. 19 MB
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Clearly reviews the properties of important contemporary measures of association and correlation. Liebetrau devotes full chapters to measures for nominal, ordinal, and continuous (interval) data, paying special attention to the sampling distributions needed to determine levels of significance and confidence intervals. Valuable discussions also focus on the relationships between various measures, the sampling properties of their estimators and the comparative advantages and disadvantages of different approaches.

Monte Carlo Simulation

Author : Christopher Z. Mooney
ISBN : 0803959435
Genre : Education
File Size : 21. 87 MB
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The author explains the logic behind the method and demonstrates its uses for social and behavioral research in: conducting inference using statistics with only weak mathematical theory; testing null hypotheses under a variety of plausible conditions; assessing the robustness of parametric inference to violations of its assumptions; assessing the quality of inferential methods; and comparing the properties of two or more estimators. In addition, Christopher Z Mooney carefully demonstrates how to prepare computer algorithms using GAUSS code and uses several research examples to demonstrate these principles. This volume will enable researchers to execute Monte Carlo Simulation effectively and to interpret the estimated sampling distribution generated from its use.

Applied Panel Data Analysis For Economic And Social Surveys

Author : Hans-Jürgen Andreß
ISBN : 9783642329142
Genre : Social Science
File Size : 88. 35 MB
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Many economic and social surveys are designed as panel studies, which provide important data for describing social changes and testing causal relations between social phenomena. This textbook shows how to manage, describe, and model these kinds of data. It presents models for continuous and categorical dependent variables, focusing either on the level of these variables at different points in time or on their change over time. It covers fixed and random effects models, models for change scores and event history models. All statistical methods are explained in an application-centered style using research examples from scholarly journals, which can be replicated by the reader through data provided on the accompanying website. As all models are compared to each other, it provides valuable assistance with choosing the right model in applied research. The textbook is directed at master and doctoral students as well as applied researchers in the social sciences, psychology, business administration and economics. Readers should be familiar with linear regression and have a good understanding of ordinary least squares estimation. ​

Panel Surveys

Author : Daniel Kasprzyk
ISBN : UOM:39015015446324
Genre : Mathematics
File Size : 77. 2 MB
Format : PDF, Kindle
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A comprehensive review of the design, problems of implementation, and analytic uses of panel surveys. A multidisciplinary group of contributors presents a comparative evaluation of longitudinal studies, offering both general reviews and detailed discussion of methodological issues. Modes of data collection, statistical design and estimation, database management, sources of nonsampling error, panel conditioning, nonresponse adjustments, estimation of cross-sectional and change parameters, and modeling are covered.

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