A Practical Guide to Using Panel Data
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A Practical Guide to Using Panel Data

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ISBN-13:
9781473911338
Veröffentl:
2014
Einband:
EPUB
Seiten:
344
Autor:
Simonetta Longhi
eBook Typ:
EPUB
eBook Format:
Reflowable EPUB
Kopierschutz:
Adobe DRM [Hard-DRM]
Sprache:
Englisch
Beschreibung:

Each chapter in this introduction features existing data sets and hands-on exercises to present readers with all the practical tools needed to successfully use panel data in their research

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.

PART ONE: DATA PREPARATION IN MICRO PANEL SURVEYS

Why Panel Surveys

Different Types of Panel Surveys

A First Look at the Data Using Stata

Preparing the Data for Longitudinal Analysis

Working with Multiple Datasets

Identifying Household Members and Matching Information of Spouses and Partners

PART TWO: ANALYSIS OF CROSS-SECTION AND PANEL DATA

Sample Design, Non-response and Weights

Analysis of Cross-Section Data

Analysis of Panel Data for Continuous Dependent Variables

Analysis of Panel Data for Discrete Dependent Variables

PART THREE: EVENT HISTORY: DATA PREPARATION AND ANALYSIS

Introduction to Duration Analysis

How to Use Retrospective History Data Files: an Example

Analysis of Event History Data

PART FOUR: PRESENTING YOUR RESULTS

Producing Output Tables and Graphs

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