A Practical Guide To Using Panel Data
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A Practical Guide To Using Panel Data
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Author : Simonetta Longhi
language : en
Publisher: SAGE
Release Date : 2014-12-01
A Practical Guide To Using Panel Data written by Simonetta Longhi and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-01 with Social Science categories.
This timely, thoughtful book provides a clear introduction to using panel data in research. It describes the different types of panel datasets commonly used for empirical analysis, and how to use them for cross sectional, panel, and event history analysis. Longhi and Nandi then guide the reader through the data management and estimation process, including the interpretation of the results and the preparation of the final output tables. Using existing data sets and structured as hands-on exercises, each chapter engages with practical issues associated with using data in research. These include: Data cleaning Data preparation Computation of descriptive statistics Using sample weights Choosing and implementing the right estimator Interpreting results Preparing final output tables Graphical representation Written by experienced authors this exciting textbook provides the practical tools needed to use panel data in research.
A Practical Guide To Using Panel Data
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Author : Simonetta Longhi
language : en
Publisher:
Release Date : 2017
A Practical Guide To Using Panel Data written by Simonetta Longhi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Panel analysis categories.
There are some very exciting things and some very worrying things about this proposal. First, to start with the exciting aspects, the use of panel data by students and researchers in their projects is already taking off at rapid speed now that a number of longitudinal panel surveys are available online. I have met countless academics who have told me recently that they commonly direct their students to panel studies such as the BHPS instead of asking them to design and collect survey data of their own. So we should be confident of their being a good market for a practical guide to using panel data in research. Secondly, Essex University is the THE centre for panel survey expertise in Europe and so the fact that these two authors are part of such a highly-respected team will help sales of the book. But, as flagged above, there is a big 'BUT' to this proposal, and that is the authors' dogged determination to support this book with Stata software, rather than with, ideally, SPSS or R. Stata is not widely used in the UK in the social sciences and I fear there could be an impact on sales if stata is too prominent. The authors have agreed to include an appendix on R and will have some coverage of how to use SPSS in analysing panel data on a modest website. Other changes to the chapter structure make the book more accessible and practical, and the agreement to include a range of international panel studies in the guide will help overseas sales. But there is no getting around the fact that the stata dimension is far from helpful. As a consequence I have sought to control costs and I would suggest Indian printing and a very modest royalty offer. It is also I think a Mod in it's market potential, but will have a sales pattern more characteristic of a supp. I want a Guide to Panel Data to support the list, and Essex is the ideal department to supply authors for such a text, but this is not quite the ideal book.
R For Political Data Science
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Author : Francisco Urdinez
language : en
Publisher: CRC Press
Release Date : 2020-11-17
R For Political Data Science written by Francisco Urdinez and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-17 with Political Science categories.
R for Political Data Science: A Practical Guide is a handbook for political scientists new to R who want to learn the most useful and common ways to interpret and analyze political data. It was written by political scientists, thinking about the many real-world problems faced in their work. The book has 16 chapters and is organized in three sections. The first, on the use of R, is for those users who are learning R or are migrating from another software. The second section, on econometric models, covers OLS, binary and survival models, panel data, and causal inference. The third section is a data science toolbox of some the most useful tools in the discipline: data imputation, fuzzy merge of large datasets, web mining, quantitative text analysis, network analysis, mapping, spatial cluster analysis, and principal component analysis. Key features: Each chapter has the most up-to-date and simple option available for each task, assuming minimal prerequisites and no previous experience in R Makes extensive use of the Tidyverse, the group of packages that has revolutionized the use of R Provides a step-by-step guide that you can replicate using your own data Includes exercises in every chapter for course use or self-study Focuses on practical-based approaches to statistical inference rather than mathematical formulae Supplemented by an R package, including all data As the title suggests, this book is highly applied in nature, and is designed as a toolbox for the reader. It can be used in methods and data science courses, at both the undergraduate and graduate levels. It will be equally useful for a university student pursuing a PhD, political consultants, or a public official, all of whom need to transform their datasets into substantive and easily interpretable conclusions.
Thematic Analysis
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Author : Virginia Braun
language : en
Publisher: SAGE
Release Date : 2021-10-13
Thematic Analysis written by Virginia Braun and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-13 with Psychology categories.
This book is the definitive approach to thematic analysis, offering a highly accessible and practical discussion of doing TA.
Econometric Analysis Of Cross Section And Panel Data Second Edition
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Author : Jeffrey M. Wooldridge
language : en
Publisher: MIT Press
Release Date : 2010-10-01
Econometric Analysis Of Cross Section And Panel Data Second Edition written by Jeffrey M. Wooldridge and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-10-01 with Business & Economics categories.
The second edition of a comprehensive state-of-the-art graduate level text on microeconometric methods, substantially revised and updated. The second edition of this acclaimed graduate text provides a unified treatment of two methods used in contemporary econometric research, cross section and data panel methods. By focusing on assumptions that can be given behavioral content, the book maintains an appropriate level of rigor while emphasizing intuitive thinking. The analysis covers both linear and nonlinear models, including models with dynamics and/or individual heterogeneity. In addition to general estimation frameworks (particular methods of moments and maximum likelihood), specific linear and nonlinear methods are covered in detail, including probit and logit models and their multivariate, Tobit models, models for count data, censored and missing data schemes, causal (or treatment) effects, and duration analysis. Econometric Analysis of Cross Section and Panel Data was the first graduate econometrics text to focus on microeconomic data structures, allowing assumptions to be separated into population and sampling assumptions. This second edition has been substantially updated and revised. Improvements include a broader class of models for missing data problems; more detailed treatment of cluster problems, an important topic for empirical researchers; expanded discussion of "generalized instrumental variables" (GIV) estimation; new coverage (based on the author's own recent research) of inverse probability weighting; a more complete framework for estimating treatment effects with panel data, and a firmly established link between econometric approaches to nonlinear panel data and the "generalized estimating equation" literature popular in statistics and other fields. New attention is given to explaining when particular econometric methods can be applied; the goal is not only to tell readers what does work, but why certain "obvious" procedures do not. The numerous included exercises, both theoretical and computer-based, allow the reader to extend methods covered in the text and discover new insights.
Quantitative And Applied Research Methodology In Economics
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Author : Niranjan Devkota
language : en
Publisher: Taylor & Francis
Release Date : 2025-06-06
Quantitative And Applied Research Methodology In Economics written by Niranjan Devkota and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-06 with Business & Economics categories.
This book is an illustrative and comprehensive guide designed to help readers understand and navigate the complex world of academic writing and research in economics. Written by experienced researchers, this book offers theoretical and practical insights into the research process. It provides an understanding of the foundations of the research process like research design, methodology, problem definition, data collection, and analysis, among others. The authors also share insights into the process of preparing, proofreading, and publishing academic papers. With their experience in the field of academic research to this book, they provide practical examples and step-by-step guidance to assist in research-related issues. The section on how to prepare and publish academic papers is a must-read for students and early-career researchers, as it offers valuable guidance on how to succeed in the highly competitive world of academic publishing. With its clear and concise writing, this book will be an indispensable resource for undergraduate and postgraduate economics students, teachers, independent readers, and early-career researchers as well as those seeking a deeper understanding of research methodology in economics.
Applied Longitudinal Data Analysis For Epidemiology
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Author : Jos W. R. Twisk
language : en
Publisher: Cambridge University Press
Release Date : 2013-05-09
Applied Longitudinal Data Analysis For Epidemiology written by Jos W. R. Twisk and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-09 with Medical categories.
A practical guide to the most important techniques available for longitudinal data analysis, essential for non-statisticians and researchers.
A Practical Guide To Trade Policy Analysis
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Author : United Nations
language : en
Publisher: United Nations Publications
Release Date : 2012
A Practical Guide To Trade Policy Analysis written by United Nations and has been published by United Nations Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Political Science categories.
In recent years, globalization and trade openings have become increasingly contentious. This book aims to fill a gap in the market by guiding the users through the main sources of data and the most useful empirical tools for trade and trade policy analysis in an applied, real-world context. This approach builds on the comparative advantage of the authoring organizations - the WTO and UNCTAD - both of which have a strong policy focus. It quantifies trade flows and trade policies, presents the gravity models, and covers a number of simulation methodologies to predict the effects of trade and trade-related policies on trade flows, welfare and the distribution of income.
Longitudinal And Panel Data
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Author : Edward W. Frees
language : en
Publisher: Cambridge University Press
Release Date : 2004-08-16
Longitudinal And Panel Data written by Edward W. Frees and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-08-16 with Business & Economics categories.
An introduction to foundations and applications for quantitatively oriented graduate social-science students and individual researchers.
The Cambridge Handbook Of Research Methods And Statistics For The Social And Behavioral Sciences
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Author : Austin Lee Nichols
language : en
Publisher: Cambridge University Press
Release Date : 2023-06-08
The Cambridge Handbook Of Research Methods And Statistics For The Social And Behavioral Sciences written by Austin Lee Nichols and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-08 with Psychology categories.
The first of three volumes, the five sections of this book cover a variety of issues important in developing, designing, and analyzing data to produce high-quality research efforts and cultivate a productive research career. First, leading scholars from around the world provide a step-by-step guide to doing research in the social and behavioral sciences. After discussing some of the basics, the various authors next focus on the important building blocks of any study. In section three, various types of quantitative and qualitative research designs are discussed, and advice is provided regarding best practices of each. The volume then provides an introduction to a variety of important and cutting-edge statistical analyses. In the last section of the volume, nine chapters provide information related to what it takes to have a long and successful research career. Throughout the book, example and real-world research efforts from dozens of different disciplines are discussed.