Data Analysis Using Stata provides a comprehensive introduction to Stata with an emphasis on data management, linear regression, logistic modeling, and using programs to automate repetitive tasks. Throughout the book, the authors make extensive use of examples using data from the German Socioeconomic Panel, a large survey of households containing demographic, income, employment, and other key information. The book begins with an introduction to the Stata interface and then proceeds with a discussion of Stata syntax and simple programming tools like foreach loops. The core of the book includes chapters on producing tables and graphs, performing linear regression, and using logistic regression. The remainder of the book includes chapters on reading text files, writing programs and ado-files, and Internet resources, such as the search command and the SSC archive. All key concepts are illustrated with multiple examples. Data Analysis Using Stata will serve as a valuable introduction to Stata, both for those who are new to statistics and statistical computing as well as for those new to Stata but familiar with other programs.

Data Analysis Using Stata

Science & Math

Kreuter, Frauke

Köhler, Ulrich

Mathematics

Stata Press

Data Analysis Using Stata, Third Edition is a comprehensive introduction to both statistical methods and Stata. Beginners will learn the logic of data analysis and interpretation and easily become self-sufficient data analysts. Readers already familiar with Stata will find it an enjoyable resource for picking up new tips and tricks. The book is written as a self-study tutorial and organized around examples. It interactively introduces statistical techniques such as data exploration, description, and regression techniques for continuous and binary dependent variables. Step by step, readers move through the entire process of data analysis and in doing so learn the principles of Stata, data manipulation, graphical representation, and programs to automate repetitive tasks. This third edition includes advanced topics, such as factor-variables notation, average marginal effects, standard errors in complex survey, and multiple imputation in a way, that beginners of both data analysis and Stata can understand. Using data from a longitudinal study of private households, the authors provide examples from the social sciences that are relatable to researchers from all disciplines. The examples emphasize good statistical practice and reproducible research. Readers are encouraged to download the companion package of datasets to replicate the examples as they work through the book. Each chapter ends with exercises to consolidate acquired skills.

Data Analysis Using Stata, Third Edition

This book is conceived as an introduction to the statistics program Stata and to the techniques of data analysis. In addition to a didactic reformulation of the term ""missing value,"" the new edition contains adaptations to the latest version of the Stata program (version 14).

Datenanalyse mit Stata: Allgemeine Konzepte der Datenanalyse und ihre praktische Anwendung (German Edition)

Business & Money

Education & Reference

De Gruyter Oldenbourg

Keine ausführliche Beschreibung für "Urkunden und Untersuchungen zur Geschichte des delisch-attischen Bundes" verfügbar.

Urkunden und Untersuchungen zur Geschichte des delisch-attischen Bundes (German Edition)

History

Ancient Civilizations

de Gruyter

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