Longitudinal and Panel Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Longitudinal and Panel Data write by Edward W. Frees. This book was released on 2004-08-16. Longitudinal and Panel Data available in PDF, EPUB and Kindle. An introduction to foundations and applications for quantitatively oriented graduate social-science students and individual researchers.
Longitudinal and Panel Data
Longitudinal and Panel Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Longitudinal and Panel Data write by . This book was released on 2004. Longitudinal and Panel Data available in PDF, EPUB and Kindle. This focuses on models and data that arise from repeated observations of a cross-section of individuals, households or companies. These models have found important applications within business, economics, education, political science and other social science disciplines. The author introduces the foundations of longitudinal and panel data analysis at a level suitable for quantitatively oriented graduate social science students as well as individual researchers. He emphasizes mathematical and statistical fundamentals but also describes substantive applications from across the social sciences, showing the breadth and scope that these models enjoy. The applications are enhanced by real-world data sets and software programs in SAS and Stata.
Longitudinal Data Analysis
Longitudinal Data Analysis - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Longitudinal Data Analysis write by Garrett Fitzmaurice. This book was released on 2008-08-11. Longitudinal Data Analysis available in PDF, EPUB and Kindle. Although many books currently available describe statistical models and methods for analyzing longitudinal data, they do not highlight connections between various research threads in the statistical literature. Responding to this void, Longitudinal Data Analysis provides a clear, comprehensive, and unified overview of state-of-the-art theory
A Practical Guide to Using Panel Data
A Practical Guide to Using Panel Data - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook A Practical Guide to Using Panel Data write by Simonetta Longhi. This book was released on 2014-12-01. A Practical Guide to Using Panel Data available in PDF, EPUB and Kindle. 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.
Applied Panel Data Analysis for Economic and Social Surveys
Applied Panel Data Analysis for Economic and Social Surveys - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applied Panel Data Analysis for Economic and Social Surveys write by Hans-Jürgen Andreß. This book was released on 2013-01-24. Applied Panel Data Analysis for Economic and Social Surveys available in PDF, EPUB and Kindle. 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.
