Interpreting and Visualizing Regression Models Using Stata - 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 Interpreting and Visualizing Regression Models Using Stata write by MICHAEL N. MITCHELL. This book was released on 2020-12-18. Interpreting and Visualizing Regression Models Using Stata available in PDF, EPUB and Kindle. Interpreting and Visualizing Regression Models Using Stata, Second Edition provides clear and simple examples illustrating how to interpret and visualize a wide variety of regression models. Including over 200 figures, the book illustrates linear models with continuous predictors (modeled linearly, using polynomials, and piecewise), interactions of continuous predictors, categorical predictors, interactions of categorical predictors, and interactions of continuous and categorical predictors. The book also illustrates how to interpret and visualize results from multilevel models, models where time is a continuous predictor, models with time as a categorical predictor, nonlinear models (such as logistic or ordinal logistic regression), and models involving complex survey data. The examples illustrate the use of the margins, marginsplot, contrast, and pwcompare commands. This new edition reflects new and enhanced features added to Stata, most importantly the ability to label statistical output using value labels associated with factor variables. As a result, output regarding marital status is labeled using intuitive labels like Married and Unmarried instead of using numeric values such as 1 and 2. All the statistical output in this new edition capitalizes on this new feature, emphasizing the interpretation of results based on variables labeled using intuitive value labels. Additionally, this second edition illustrates other new features, such as using transparency in graphics to more clearly visualize overlapping confidence intervals and using small sample-size estimation with mixed models. If you ever find yourself wishing for simple and straightforward advice about how to interpret and visualize regression models using Stata, this book is for you.
Interpreting and Visualizing Regression Models Using Stata
Interpreting and Visualizing Regression Models Using Stata - 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 Interpreting and Visualizing Regression Models Using Stata write by Michael N. Mitchell. This book was released on 2012. Interpreting and Visualizing Regression Models Using Stata available in PDF, EPUB and Kindle. "Event History Analysis With Stata" provides an introduction to event history modeling techniques using Stata (version 9), a widely used statistical program that provides tools for data analysis. The book emphasizes the usefulness of event history models for causal analysis in the social sciences and the application of continuous-time models. The authors illustrate the entire research path required in the application of event-history analysis, from the initial problems of recording event-oriented data, to data organization, to applications using the software, to the interpretation of results. The book also demonstrates, through example, how to implement hypotheses tests and how to choose the right model. The strengths and limitations of various techniques are emphasized in each example, along with an introduction to the model, details on how to input data, and the related Stata commands. Each application is accompanied by a brief explanation of the underlying statistical concept. Readers are offered the unique opportunity to easily run and modify all of the book's application examples on a computer, by visiting the author's Web site and includes survival rates of patients in medical studies; unemployment periods in economic studies; and the time it takes a criminal to break the law after his release in a criminological study. This new book supplements "Event History Analysis", by Blossfeld et al, and "Techniques of Event History Modeling", by Blossfeld and Rohwer, extending on their coverage of practical applications and statistical theory. Intended for researchers in a variety of fields such as statistics, economics, psychology, sociology, and political science, "Event History Analysis With Stata" also serves as a text, in combination with the authors' other two books, for courses on event history analysis.
Interpreting and Visualizing Regression Models Using Stata
Interpreting and Visualizing Regression Models Using Stata - 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 Interpreting and Visualizing Regression Models Using Stata write by Michael N. Mitchell. This book was released on 2021. Interpreting and Visualizing Regression Models Using Stata available in PDF, EPUB and Kindle.
A Visual Guide to Stata Graphics, Second Edition
A Visual Guide to Stata Graphics, Second Edition - 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 Visual Guide to Stata Graphics, Second Edition write by Michael N. Mitchell. This book was released on 2008-06-04. A Visual Guide to Stata Graphics, Second Edition available in PDF, EPUB and Kindle. 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.
Applied Ordinal Logistic Regression Using Stata
Applied Ordinal Logistic Regression Using Stata - 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 Ordinal Logistic Regression Using Stata write by Xing Liu. This book was released on 2015-09-30. Applied Ordinal Logistic Regression Using Stata available in PDF, EPUB and Kindle. The first book to provide a unified framework for both single-level and multilevel modeling of ordinal categorical data, Applied Ordinal Logistic Regression Using Stata helps readers learn how to conduct analyses, interpret the results from Stata output, and present those results in scholarly writing. Using step-by-step instructions, this non-technical, applied book leads students, applied researchers, and practitioners to a deeper understanding of statistical concepts by closely connecting the underlying theories of models with the application of real-world data using statistical software. An open-access website for the book contains data sets, Stata code, and answers to in-text questions.
