Causal Analysis With Panel Data

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Panel data, which consist of 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 provides an overview of models that are appropriate for the analysis of panel data, focusing specifically on the area where panels offer major advantages over cross-sectional research designs: the analysis of causal interrelationships among variables. Without "painting" panel data as a cure all for the problems of causal inference in nonexperimental research, the author shows how panel data offer multiple ways of strengthening the causal inference process. In addition, he shows how to estimate models that contain a variety of lag specifications, reciprocal effects, and imperfectly measured variables. Appropriate for readers who are familiar with multiple regression analysis and causal modeling, this book will offer readers the highlights of developments in this technique from diverse disciplines to analytic traditions.

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Genre : Medical
Author : Steven E. Finkel
Publisher : SAGE
Release : 1995-01-17
File : 108 Pages
ISBN-13 : 0803938969


The Sage Handbook Of Regression Analysis And Causal Inference

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′The editors of the new SAGE Handbook of Regression Analysis and Causal Inference have assembled a wide-ranging, high-quality, and timely collection of articles on topics of central importance to quantitative social research, many written by leaders in the field. Everyone engaged in statistical analysis of social-science data will find something of interest in this book.′ - John Fox, Professor, Department of Sociology, McMaster University ′The authors do a great job in explaining the various statistical methods in a clear and simple way - focussing on fundamental understanding, interpretation of results, and practical application - yet being precise in their exposition.′ - Ben Jann, Executive Director, Institute of Sociology, University of Bern ′Best and Wolf have put together a powerful collection, especially valuable in its separate discussions of uses for both cross-sectional and panel data analysis.′ -Tom Smith, Senior Fellow, NORC, University of Chicago Edited and written by a team of leading international social scientists, this Handbook provides a comprehensive introduction to multivariate methods. The Handbook focuses on regression analysis of cross-sectional and longitudinal data with an emphasis on causal analysis, thereby covering a large number of different techniques including selection models, complex samples, and regression discontinuities. Each Part starts with a non-mathematical introduction to the method covered in that section, giving readers a basic knowledge of the method’s logic, scope and unique features. Next, the mathematical and statistical basis of each method is presented along with advanced aspects. Using real-world data from the European Social Survey (ESS) and the Socio-Economic Panel (GSOEP), the book provides a comprehensive discussion of each method’s application, making this an ideal text for PhD students and researchers embarking on their own data analysis.

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Genre : Social Science
Author : Henning Best
Publisher : SAGE
Release : 2013-12-20
File : 425 Pages
ISBN-13 : 9781473908352


Handbook Of Causal Analysis For Social Research

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What constitutes a causal explanation, and must an explanation be causal? What warrants a causal inference, as opposed to a descriptive regularity? What techniques are available to detect when causal effects are present, and when can these techniques be used to identify the relative importance of these effects? What complications do the interactions of individuals create for these techniques? When can mixed methods of analysis be used to deepen causal accounts? Must causal claims include generative mechanisms, and how effective are empirical methods designed to discover them? The Handbook of Causal Analysis for Social Research tackles these questions with nineteen chapters from leading scholars in sociology, statistics, public health, computer science, and human development.

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Genre : Social Science
Author : Stephen L. Morgan
Publisher : Springer Science & Business Media
Release : 2013-04-22
File : 423 Pages
ISBN-13 : 9789400760943


Developing Airport Systems In Asian Cities

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Asia’s emerging and growing megacities are expected to handle a large volume of air traffic flows for regional, national, and local economic development in wider production networks. In some phases of development, major capital investments to improve airport capacity and accessibility within megacities are required. This report reviews urban policies on airport development and investment in airport infrastructure in Asian megacities, analyzes the influence of airport system development on spatial transformation of megacities, and offers policy options to promote economic competitiveness of growing and emerging megacities.

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Genre : Transportation
Author : Asian Development Bank
Publisher : Asian Development Bank
Release : 2022-12-01
File : 198 Pages
ISBN-13 : 9789292699130


Corporate Governance Ownership Structure And Firm Performance

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The relationship between ownership structure and firm performance has been studied extensively in corporate finance and corporate governance literature. Nevertheless, the mediation (path) analysis to examine the issue can be adopted as a new approach to explain why and how ownership structure is related to firm performance and vice versa. This approach calls for full recognition of the roles of agency costs and corporate risk-taking as essential mediating variables in the bi-directional and mediated relationship between ownership structure and firm performance. Based on the agency theory, corporate risk management theory and accounting for the dynamic endogeneity in the ownership–performance relationship, this book develops two-mediator mediation models, including recursive and non-recursive mediation models, to investigate the ownership structure–firm performance relationship. It is demonstrated that agency costs and corporate risk-taking are the ‘missing links’ in the ownership structure–firm performance relationship. Hence, this book brings into attention the mediation and dynamic approach to this issue and enhances the knowledge of the mechanisms for improving firm’s financial performance. This book will be of interest to corporate finance, management and economics researchers and policy makers. Post-graduate research students in corporate governance and corporate finance will also find this book beneficial to the application of econometrics into multi-dimensional and complex issues of the firm, including ownership structure, agency problems, corporate risk management and financial performance.

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Genre : Business & Economics
Author : Hoang N. Pham
Publisher : Routledge
Release : 2022-01-25
File : 190 Pages
ISBN-13 : 9781000540277


Handbook Of Research On Economic And Social Impacts Of Population Aging

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The increases in global wealth and the developments in the field of health have led to decreases in mortality rates, increases in life expectancy, and decreases in fertility rate, leading to a population that is rapidly consisting more and more of older individuals. The demographic changes affect nearly all parts of society including economics, education, health, social security systems, socio-cultural activities, and more. Thus, it is essential to study the impacts that an aging population will have on society. The Handbook of Research on Economic and Social Impacts of Population Aging analyzes the economic and social impacts of population aging from a multidisciplinary perspective. Covering topics such as life expectancy, social welfare, health, social security, and more, this book is essential for social scientists, sociologists, demographers, economists, medical professionals, government officials, policymakers, professionals, researchers, managers, students, and academicians looking to understand the effects of an aging population on modern society.

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Genre : Social Science
Author : Bayar, Yilmaz
Publisher : IGI Global
Release : 2021-06-25
File : 383 Pages
ISBN-13 : 9781799873297


Publications

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Genre : Social sciences
Author : University of Michigan. Institute for Social Research
Publisher :
Release : 1986
File : 550 Pages
ISBN-13 : UOM:39015071886563


Event History Analysis With Stata

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Event History Analysis With Stata provides an introduction to event history modeling techniques using Stata (version 9), a widely used statistical program that provides tools for data analysis. The book emphasizes the usefulness of event history models for causal analysis in the social sciences and the application of continuous-time models. T

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Genre : Business & Economics
Author : Hans-Peter Blossfeld
Publisher : Psychology Press
Release : 2007-02-02
File : 291 Pages
ISBN-13 : 9781135595920


Institutions Society Economic Development

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International Conference of Political Economy (ICOPEC) aiming to identify and analyze state of affairs relevant to our age was organized for the first time with the theme "International Political Economy: Adam Smith Today" in 2009. Following the success of the conference IJOPEC Publication that aims at searching economic and political alternatives became the main supporter of ICOPEC conference by publishing selected papers of the conference in 2010. Consequently, ICOPEC conferences became conference series and the main theme of the 7th conference held in 2016 was defined as “State, Economic Policy, Taxation and Development". IJOPEC Publication has undertaken to publish the papers, presented at this conference in English and Turkish, as five e-books. Institutions, Society & Economic Development is the second volume in this five e-books series. e purpose of the volume is to provide an easy to understand introduction about the interaction between institutions and society in terms of economic development.

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Genre : Business & Economics
Author : İsmet Göçer
Publisher : IJOPEC Publication
Release : 2016-11-15
File : 117 Pages
ISBN-13 : 9780993211867


An Introduction To Longitudinal Research

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One of the major changes in the social science research landscape in recent years has been the introduction of computerised panel surveys in Europe and the US which make longitudinal data widely available to graduate students for the first time. Elisabetta Ruspini here provides a concise yet comprehensive introduction to the issues involved in this kind of research. This book: * Defines the concept of longitudinal research * Gives guidance on sources of longitudinal data in Europe and the US and their strengths and weaknesses * Discusses the choices that need to be made in this kind of research - for instance the advantages and disadvantages of certain types of research data and of different types of analysis * Highlights some of the problems involved, e.g. the issue of comparability within longitudinal research

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Genre : Social Science
Author : Elisabetta Ruspini
Publisher : Routledge
Release : 2003-09-02
File : 225 Pages
ISBN-13 : 9781134510627