Stata

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Handbook of Statistical Analyses Using Stata, Fourth Edition

Brian S. Everitt,Sophia Rabe-Hesketh
Handbook of Statistical Analyses Using Stata Fourth Edition Book PDF

Author : Brian S. Everitt,Sophia Rabe-Hesketh
Publisher : CRC Press
Page : 364 pages
File Size : 54,9 Mb
Release : 2006-11-15
Category : Mathematics
ISBN : 1584887567

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Handbook of Statistical Analyses Using Stata, Fourth Edition by Brian S. Everitt,Sophia Rabe-Hesketh Pdf

With each new release of Stata, a comprehensive resource is needed to highlight the improvements as well as discuss the fundamentals of the software. Fulfilling this need, A Handbook of Statistical Analyses Using Stata, Fourth Edition has been fully updated to provide an introduction to Stata version 9. This edition covers many new features of Stata, including a new command for mixed models and a new matrix language. Each chapter describes the analysis appropriate for a particular application, focusing on the medical, social, and behavioral fields. The authors begin each chapter with descriptions of the data and the statistical techniques to be used. The methods covered include descriptives, simple tests, variance analysis, multiple linear regression, logistic regression, generalized linear models, survival analysis, random effects models, and cluster analysis. The core of the book centers on how to use Stata to perform analyses and how to interpret the results. The chapters conclude with several exercises based on data sets from different disciplines. A concise guide to the latest version of Stata, A Handbook of Statistical Analyses Using Stata, Fourth Edition illustrates the benefits of using Stata to perform various statistical analyses for both data analysis courses and self-study.

Data Analysis Using Stata

Ulrich Kohler (Dr. phil.),Frauke Kreuter
Data Analysis Using Stata Book PDF

Author : Ulrich Kohler (Dr. phil.),Frauke Kreuter
Publisher : Stata Press
Page : 399 pages
File Size : 52,7 Mb
Release : 2005-06-15
Category : Computers
ISBN : 9781597180078

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Data Analysis Using Stata by Ulrich Kohler (Dr. phil.),Frauke Kreuter Pdf

"This book provides a comprehensive introduction to Stata with an emphasis on data management, linear regression, logistic modeling, and using programs to automate repetitive tasks. Using data from a longitudinal study of private households in Germany, the book presents many examples from the social sciences to bring beginners up to speed on the use of Stata." -- BACK COVER.

An Introduction to Modern Econometrics Using Stata

Christopher F. Baum
An Introduction to Modern Econometrics Using Stata Book PDF

Author : Christopher F. Baum
Publisher : Stata Press
Page : 362 pages
File Size : 46,6 Mb
Release : 2006-08-17
Category : Business & Economics
ISBN : 9781597180139

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An Introduction to Modern Econometrics Using Stata by Christopher F. Baum Pdf

Integrating a contemporary approach to econometrics with the powerful computational tools offered by Stata, this introduction illustrates how to apply econometric theories used in modern empirical research using Stata. The author emphasizes the role of method-of-moments estimators, hypothesis testing, and specification analysis and provides practical examples that show how to apply the theories to real data sets. The book first builds familiarity with the basic skills needed to work with econometric data in Stata before delving into the core topics, which range from the multiple linear regression model to instrumental-variables estimation.

An Introduction to Stata for Health Researchers

Svend Juul
An Introduction to Stata for Health Researchers Book PDF

Author : Svend Juul
Publisher : Stata Press
Page : 346 pages
File Size : 51,9 Mb
Release : 2006-03-15
Category : Computers
ISBN : 9781597180108

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An Introduction to Stata for Health Researchers by Svend Juul Pdf

Designed to assist those working in health research, An Introduction to Stata for Health Researchers explains how to maximize the versatile Stata program for data management, statistical analysis, and graphics for research. The first nine chapters are devoted to becoming familiar with Stata and the essentials of effective data management. The text is also a valuable companion reference for more advanced users. It covers a host of useful applications for health researchers including the analysis of stratified data via epitab and regression models; linear, logistic, and Poisson regression; survival analysis including Cox regression, standardized rates, and correlation/ROC analysis of measurements.

Maximum Likelihood Estimation with Stata, Third Edition

William Gould,Jeffrey Pitblado,William Sribney
Maximum Likelihood Estimation with Stata Third Edition Book PDF

Author : William Gould,Jeffrey Pitblado,William Sribney
Publisher : Stata Press
Page : 312 pages
File Size : 44,9 Mb
Release : 2006
Category : Computers
ISBN : 9781597180122

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Maximum Likelihood Estimation with Stata, Third Edition by William Gould,Jeffrey Pitblado,William Sribney Pdf

Written by the creators of Stata's likelihood maximization features, Maximum Likelihood Estimation with Stata, Third Edition continues the pioneering work of the previous editions. Emphasizing practical implications for applied work, the first chapter provides an overview of maximum likelihood estimation theory and numerical optimization methods. With step-by-step instructions, the next several chapters detail the use of Stata to maximize user-written likelihood functions. Various examples include logit, probit, linear, Weibull, and random-effects linear regression as well as the Cox proportional hazards model. The final chapters describe how to add a new estimation command to Stata. Assuming a familiarity with Stata, this reference is ideal for researchers who need to maximize their own likelihood functions. New ml commands and their functions: constraint: fits a model with linear constraints on the coefficient by defining your constraints; accepts a constraint matrix ml model: picks up survey characteristics; accepts the subpop option for analyzing survey data optimization algorithms: Berndt-Hall-Hall-Hausman (BHHH), Davidon-Fletcher-Powell (DFP), Broyden-Fletcher-Goldfarb-Shanno (BFGS) ml: switches between optimization algorithms; computes variance estimates using the outer product of gradients (OPG)

Multilevel and Longitudinal Modeling Using Stata, Second Edition

Sophia Rabe-Hesketh,Anders Skrondal
Multilevel and Longitudinal Modeling Using Stata Second Edition Book PDF

Author : Sophia Rabe-Hesketh,Anders Skrondal
Publisher : Stata Press
Page : 598 pages
File Size : 41,8 Mb
Release : 2008-02-07
Category : Computers
ISBN : 9781597180405

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Multilevel and Longitudinal Modeling Using Stata, Second Edition by Sophia Rabe-Hesketh,Anders Skrondal Pdf

This textbook looks specifically at Stata’s treatment of generalized linear mixed models, also known as multilevel or hierarchical models. These models are "mixed" because they allow fixed and random effects, and they are "generalized" because they are appropriate for continuous Gaussian responses as well as binary, count, and other types of limited dependent variables.

A Visual Guide to Stata Graphics, Second Edition

Michael N. Mitchell
A Visual Guide to Stata Graphics Second Edition Book PDF

Author : Michael N. Mitchell
Publisher : Stata Press
Page : 489 pages
File Size : 43,5 Mb
Release : 2008-06-04
Category : Computers
ISBN : 9781597180399

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A Visual Guide to Stata Graphics, Second Edition by Michael N. Mitchell Pdf

The Power of Stata Graphics at Your Fingertips Whether you are new to Stata graphics or a seasoned veteran, this book teaches you how to use Stata to make high-quality graphs that stand out and enhance statistical results. With over 900 illustrated examples and quick-reference tabs, it offers a guide to creating and customizing graphs for any type of statistical data using either Stata commands or the Graph Editor. The author displays each graph example in full color with simple and clear instructions. He shows how to produce various types of graph elements, including marker symbols, lines, legends, captions, titles, axis labels, and grid lines. Reflecting the new graphics features of Stata, this thoroughly updated and expanded edition contains a new chapter that explains how to exploit the power of the new Graph Editor. This edition also includes additional examples and illustrates nearly every example with the Graph Editor.

The Mata Book

William Gould,William W. Gould
The Mata Book Book PDF

Author : William Gould,William W. Gould
Publisher : Unknown
Page : 428 pages
File Size : 54,6 Mb
Release : 2018
Category : Electronic data processing
ISBN : 159718263X

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The Mata Book by William Gould,William W. Gould Pdf

The Mata Book: A Book for Serious Programmers and Those Who Want to Be is the book that Stata programmers have been waiting for. Mata is a serious programming language for developing small- and large-scale projects and for adding features to Stata. What makes Mata serious is that it provides structures, classes, and pointers along with matrix capabilities. The book is serious in that it covers those advanced features, and teaches them. The reader is assumed to have programming experience, but only some programming experience. That experience could be with Stata's ado language, or with Python, Java, C++, Fortran, or other languages like them. As the book says, "being serious is a matter of attitude, not current skill level or knowledge". The author of the book is William Gould, who is also the designer and original programmer of Mata, of Stata, and who also happens to be the president of StataCorp.

Regression Models for Categorical Dependent Variables Using Stata, Second Edition

J. Scott Long,Jeremy Freese
Regression Models for Categorical Dependent Variables Using Stata Second Edition Book PDF

Author : J. Scott Long,Jeremy Freese
Publisher : Stata Press
Page : 559 pages
File Size : 54,8 Mb
Release : 2006
Category : Computers
ISBN : 9781597180115

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Regression Models for Categorical Dependent Variables Using Stata, Second Edition by J. Scott Long,Jeremy Freese Pdf

The goal of the book is to make easier to carry out the computations necessary for the full interpretation of regression nonlinear models for categorical outcomes usign Stata.

Building Stata

Nancy Eleanor Joyce,Frank O. Gehry
Building Stata Book PDF

Author : Nancy Eleanor Joyce,Frank O. Gehry
Publisher : MIT Press
Page : 167 pages
File Size : 45,7 Mb
Release : 2004
Category : Architecture
ISBN : 9780262600613

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Building Stata by Nancy Eleanor Joyce,Frank O. Gehry Pdf

The evolution of a Frank Gehry building, from planning and design and architect-client interaction to construction; with color illustrations throughout.

Stata

Felix Bittmann
Stata Book PDF

Author : Felix Bittmann
Publisher : Walter de Gruyter GmbH & Co KG
Page : 326 pages
File Size : 49,6 Mb
Release : 2019-02-19
Category : Business & Economics
ISBN : 9783110617191

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Stata by Felix Bittmann Pdf

Stata is one of the most popular statistical software in the world and suited for all kinds of users, from absolute beginners to experienced veterans. This book offers a clear and concise introduction to the usage and the workflow of Stata. Included topics are importing and managing datasets, cleaning and preparing data, creating and manipulating variables, producing descriptive statistics and meaningful graphs as well as central quantitative methods, like linear (OLS) and binary logistic regressions and matching. Additional information about diagnostical tests ensures that these methods yield valid and correct results that live up to academic standards. Furthermore, users are instructed how to export results that can be directly used in popular software like Microsoft Word for seminar papers and publications. Lastly, the book offers a short yet focussed introduction to scientific writing, which should guide readers through the process of writing a first quantitative seminar paper or research report. The book underlines correct usage of the software and a productive workflow which also introduces aspects like replicability and general standards for academic writing. While absolute beginners will enjoy the easy to follow point-and-click interface, more experienced users will benefit from the information about do-files and syntax which makes Stata so popular. Lastly, a wide range of user-contributed software („Ados") is introduced which further improves the general workflow and guarantees the availability of state of the art statistical methods.

Using Stata for Quantitative Analysis

Kyle C. Longest
Using Stata for Quantitative Analysis Book PDF

Author : Kyle C. Longest
Publisher : SAGE Publications
Page : 282 pages
File Size : 55,5 Mb
Release : 2014-07-02
Category : Social Science
ISBN : 9781483356648

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Using Stata for Quantitative Analysis by Kyle C. Longest Pdf

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.

An Introduction to Survival Analysis Using Stata, Second Edition

Mario Cleves
An Introduction to Survival Analysis Using Stata Second Edition Book PDF

Author : Mario Cleves
Publisher : Stata Press
Page : 398 pages
File Size : 49,9 Mb
Release : 2008-05-15
Category : Computers
ISBN : 9781597180412

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An Introduction to Survival Analysis Using Stata, Second Edition by Mario Cleves Pdf

"[This book] provides new researchers with the foundation for understanding the various approaches for analyzing time-to-event data. This book serves not only as a tutorial for those wishing to learn survival analysis but as a ... reference for experienced researchers ..."--Book jacket.

An Introduction to Stata Programming

Christopher F. Baum
An Introduction to Stata Programming Book PDF

Author : Christopher F. Baum
Publisher : Stata Press
Page : 0 pages
File Size : 40,9 Mb
Release : 2016
Category : Social sciences
ISBN : 1597181501

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An Introduction to Stata Programming by Christopher F. Baum Pdf

"The second edition of this book contains several new recipes illustrating how do-files, ado-files, and Mata functions can be used to solve programming problems. Several recipes have also been updated to reflect new features in Stata added between versions 10 and 14. The discussion of maximum-likelihood function evaluators has been significantly expanded in this edition. The new topics covered in this edition include factor variables and operatores; use of margins, marginsplot, and suest; Mata-based likelihood function evaluators; and associative arrays."--Preface.

R for Stata Users

Robert A. Muenchen,Joseph M. Hilbe
R for Stata Users Book PDF

Author : Robert A. Muenchen,Joseph M. Hilbe
Publisher : Springer Science & Business Media
Page : 530 pages
File Size : 54,9 Mb
Release : 2010-04-26
Category : Computers
ISBN : 9781441913180

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R for Stata Users by Robert A. Muenchen,Joseph M. Hilbe Pdf

Stata is the most flexible and extensible data analysis package available from a commercial vendor. R is a similarly flexible free and open source package for data analysis, with over 3,000 add-on packages available. This book shows you how to extend the power of Stata through the use of R. It introduces R using Stata terminology with which you are already familiar. It steps through more than 30 programs written in both languages, comparing and contrasting the two packages' different approaches. When finished, you will be able to use R in conjunction with Stata, or separately, to import data, manage and transform it, create publication quality graphics, and perform basic statistical analyses. A glossary defines over 50 R terms using Stata jargon and again using more formal R terminology. The table of contents and index allow you to find equivalent R functions by looking up Stata commands and vice versa. The example programs and practice datasets for both R and Stata are available for download.