THE WORKFLOW OF DATA ANALYSIS USING STATA

Download The Workflow Of Data Analysis Using Stata ebook PDF or Read Online books in PDF, EPUB, and Mobi Format. Click Download or Read Online button to THE WORKFLOW OF DATA ANALYSIS USING STATA book pdf for free now.

The Workflow Of Data Analysis Using Stata

Author : J. Scott Long
ISBN : 1597180475
Genre : Mathematics
File Size : 53.29 MB
Format : PDF, ePub
Download : 319
Read : 396

The Workflow of Data Analysis Using Stata, by J. Scott Long, is an essential productivity tool for data analysts. Long presents lessons gained from his experience and demonstrates how to design and implement efficient workflows for both one-person projects and team projects. After introducing workflows and explaining how a better workflow can make it easier to work with data, Long describes planning, organizing, and documenting your work. He then introduces how to write and debug Stata do-files and how to use local and global macros. After a discussion of conventions that greatly simplify data analysis the author covers cleaning, analyzing, and protecting data.
Category: Mathematics

Data Management Using Stata

Author : Michael N. Mitchell
ISBN : UOM:39076002914377
Genre : Mathematics
File Size : 29.91 MB
Format : PDF, Mobi
Download : 376
Read : 250

Using simple language and illustrative examples, this book comprehensively covers data management tasks that bridge the gap between raw data and statistical analysis. Rather than focus on clusters of commands, the author takes a modular approach that enables readers to quickly identify and implement the necessary task without having to access background information first. Each section in the chapters presents a self-contained lesson that illustrates a particular data management task via examples, such as creating data variables and automating error checking. The text also discusses common pitfalls and how to avoid them and provides strategic data management advice. Ideal for both beginning statisticians and experienced users, this handy book helps readers solve problems and learn comprehensive data management skills.
Category: Mathematics

Using Stata For Quantitative Analysis

Author : Kyle C. Longest
ISBN : 9781483356648
Genre : Social Science
File Size : 73.21 MB
Format : PDF, Docs
Download : 272
Read : 723

Using Stata for Quantitative Analysis, Second Edition offers a brief, but thorough introduction to analyzing data with Stata software. It can be used as a reference for any statistics or methods course across the social, behavioral, and health sciences since these fields share a relatively similar approach to quantitative analysis. In this book, author Kyle Longest teaches the language of Stata from an intuitive perspective, furthering students’ overall retention and allowing a student with no experience in statistical software to work with data in a very short amount of time. The self-teaching style of this book enables novice Stata users to complete a basic quantitative research project from start to finish. The Second Edition covers the use of Stata 13 and can be used on its own or as a supplement to a research methods or statistics textbook.
Category: Social Science

A Gentle Introduction To Stata Second Edition

Author : Alan C. Acock
ISBN : 9781597180436
Genre : Computers
File Size : 26.36 MB
Format : PDF, Docs
Download : 426
Read : 519

Updated to reflect the new features of Stata 11, A Gentle Introduction to Stata, Third Edition continues to help new Stata users become proficient in Stata. After reading this introductory text, you will be able to enter, build, and manage a data set as well as perform fundamental statistical analyses. New to the Third Edition A new chapter on the analysis of missing data and the use of multiple-imputation methods Extensive revision of the chapter on ANOVA Additional material on the application of power analysis The book covers data management; good work habits, including the use of basic do-files; basic exploratory statistics, including graphical displays; and analyses using the standard array of basic statistical tools, such as correlation, linear and logistic regression, and parametric and nonparametric tests of location and dispersion. Rather than splitting these topics by their Stata implementation, the material on graphics and postestimation are woven into the text in a natural fashion. The author teaches Stata commands by using the menus and dialog boxes while still stressing the value of do-files. Each chapter includes exercises and real data sets are used throughout.
Category: Computers

Data Analysis Using Stata

Author : Ulrich Kohler
ISBN : 9781597180078
Genre : Computers
File Size : 72.85 MB
Format : PDF, ePub, Docs
Download : 420
Read : 323

Provides an introduction to Stata with an emphasis on data management, linear regression, logistic modeling, and using programs to automate repetitive tasks. This book gives an introduction to the Stata interface and then proceeds with a discussion of Stata syntax and simple programming tools like for each loops.
Category: Computers

Regression Models For Categorical And Limited Dependent Variables

Author : J. Scott Long
ISBN : 0803973748
Genre : Mathematics
File Size : 80.45 MB
Format : PDF, ePub
Download : 623
Read : 513

A unified treatment of the most useful models for categorical and limited dependent variables (CLDVs) is provided in this book. Throughout, the links among the models are made explicit, and common methods of derivation, interpretation and testing are applied. In addition, the author explains how models relate to linear regression models whenever possible.
Category: Mathematics

Regression Models For Categorical Dependent Variables Using Stata Second Edition

Author : J. Scott Long
ISBN : 9781597180115
Genre : Computers
File Size : 33.89 MB
Format : PDF, Docs
Download : 849
Read : 799

After reviewing the linear regression model and introducing maximum likelihood estimation, Long extends the binary logit and probit models, presents multinomial and conditioned logit models and describes models for sample selection bias.
Category: Computers

An Introduction To Stata Programming Second Edition

Author : Christopher F. Baum
ISBN : 1597181501
Genre : Computers
File Size : 27.3 MB
Format : PDF, Mobi
Download : 277
Read : 601

In this second edition of An Introduction to Stata Programming, the author introduces concepts by providing the background and importance for the topic, presents common uses and examples, then concludes with larger, more applied examples referred to as "cookbook recipes." This is a great reference for anyone who wants to learn Stata programming. For those learning, the author assumes familiarity with Stata and gradually introduces more advanced programming tools. For the more advanced Stata programmer, the book introduces Stata's Mata programming language and optimization routines.
Category: Computers

Interpreting And Visualizing Regression Models Using Stata

Author : Michael N. Mitchell
ISBN : 1597181072
Genre : Mathematics
File Size : 43.57 MB
Format : PDF, ePub, Docs
Download : 592
Read : 248

Michael Mitchell's Interpreting and Visualizing Regression Models Using Stata is a clear treatment of how to carefully present results from model-fitting in a wide variety of settings. It is a boon to anyone who has to present the tangible meaning of a complex model in a clear fashion, regardless of the audience. As an example, many experienced researchers start to squirm when asked to give a simple explanation of the applied meaning of interactions in nonlinear models such as logistic regression. The tools in Mitchell's book make this task much more enjoyable and comprehensible. Mitchell starts with simple linear regression (which is simple in all ways), and then adds polynomials and discontinuities. This is followed by 2-way and 3-way interaction until interpretation of coefficients through words is difficult. By careful use of Stata's marginsplot command, Mitchell shows how well graphs can be used to show effects. He also includes careful verbal interpretation of coefficients to make communications complete. He then extends the methods from linear regression to various types of nonlinear regression, such as multilevel or survival models. A significant difference between this book and most others on regression models is that Mitchell spends quite some time on fitting and visualizing discontinuous models' models where the outcome can change value suddenly at thresholds. Such models are natural in settings such as education and policy evaluation, where graduation or policy changes can make sudden changes in income or revenue. This book is a worthwhile addition to the library of anyone involved in statistical consulting, teaching, or collaborative applied statistical environments.
Category: Mathematics

Market Research

Author : Erik Mooi
ISBN : 9789811052187
Genre : Business & Economics
File Size : 23.41 MB
Format : PDF, ePub, Docs
Download : 861
Read : 1267

This book is an easily accessible and comprehensive guide which helps make sound statistical decisions, perform analyses, and interpret the results quickly using Stata. It includes advanced coverage of ANOVA, factor, and cluster analyses in Stata, as well as essential regression and descriptive statistics. It is aimed at those wishing to know more about the process, data management, and most commonly used methods in market research using Stata. The book offers readers an overview of the entire market research process from asking market research questions to collecting and analyzing data by means of quantitative methods. It is engaging, hands-on, and includes many practical examples, tips, and suggestions that help readers apply and interpret quantitative methods, such as regression, factor, and cluster analysis. These methods help researchers provide companies with useful insights.
Category: Business & Economics