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Multilevel and Longitudinal Modeling Using Stata Volume II Categorical Responses Counts and Survival

Multilevel and Longitudinal Modeling Using Stata Volume II Categorical Responses Counts and Survival

Multilevel and Longitudinal Modeling Using Stata Fourth Edition is a complete resource for learning to model data in which observations are grouped. With comprehensive coverage researchers who need to apply multilevel models will find this book to be the perfect companion. It is also the ideal text for courses in multilevel modeling because it provides examples from a variety of disciplines as well as end-of-chapter exercises that allow students to practice newly learned material. The book comprises two volumes. Volume II focuses on generalized linear models for binary ordinal count and other types of outcomes. | Multilevel and Longitudinal Modeling Using Stata Volume II Categorical Responses Counts and Survival

GBP 69.99
1

A Course in Item Response Theory and Modeling with Stata

A Course in Item Response Theory and Modeling with Stata

Over the past several decades item response theory (IRT) and item response modeling (IRM) have become increasingly popular in the behavioral educational social business marketing clinical and health sciences. In this book Raykov and Marcoulides begin with a nontraditional approach to IRT and IRM that is based on their connections to classical test theory (nonlinear) factor analysis generalized linear modeling and logistic regression. Application-oriented discussions follow next. These cover the one- two- and three-parameter logistic models polytomous item response models (with nominal or ordinal items) item and test information functions instrument construction and development hybrid models differential item functioning and an introduction to multidimensional IRT and IRM. The pertinent analytic and modeling capabilities of Stata are thoroughly discussed highlighted and illustrated on empirical examples from behavioral and social research. | A Course in Item Response Theory and Modeling with Stata

GBP 55.99
1

Multilevel and Longitudinal Modeling Using Stata Volumes I and II

Multilevel and Longitudinal Modeling Using Stata Volumes I and II

Multilevel and Longitudinal Modeling Using Stata Fourth Edition is a complete resource for learning to model data in which observations are grouped—whether those groups are formed by a nesting structure such as children nested in classrooms or formed by repeated observations on the same individuals. This text introduces random-effects models fixed-effects models mixed-effects models marginal models dynamic models and growth-curve models all of which account for the grouped nature of these types of data. As Rabe-Hesketh and Skrondal introduce each model they explain when the model is useful its assumptions how to fit and evaluate the model using Stata and how to interpret the results. With this comprehensive coverage researchers who need to apply multilevel models will find this book to be the perfect companion. It is also the ideal text for courses in multilevel modeling because it provides examples from a variety of disciplines as well as end-of-chapter exercises that allow students to practice newly learned material. The book comprises two volumes. Volume I focuses on linear models for continuous outcomes while volume II focuses on generalized linear models for binary ordinal count and other types of outcomes. | Multilevel and Longitudinal Modeling Using Stata Volumes I and II

GBP 120.00
1

A Gentle Introduction to Stata Revised Sixth Edition

A Gentle Introduction to Stata Revised Sixth Edition

Alan C. Acock's A Gentle Introduction to Stata Revised Sixth Edition is aimed at new Stata users who want to become proficient in Stata. After reading this introductory text new users will be able to not only use Stata well but also learn new aspects of Stata. Acock assumes that the user is not familiar with any statistical software. This assumption of a blank slate is central to the structure and contents of the book. Acock starts with the basics; for example the part of the book that deals with data management begins with a careful and detailed example of turning survey data on paper into a Stata-ready dataset. When explaining how to go about basic exploratory statistical procedures Acock includes notes that will help the reader develop good work habits. This mixture of explaining good Stata habits and explaining good statistical habits continues throughout the book. Acock is quite careful to teach the reader all aspects of using Stata. He 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 (correlation linear and logistic regression and parametric and nonparametric tests of location and dispersion). He also successfully introduces some more advanced topics such as multiple imputation and multilevel modeling in a very approachable manner. Acock teaches Stata commands by using the menus and dialog boxes while still stressing the value of Stata commands and do-files. In this way he ensures that all types of users can build good work habits. Each chapter has exercises that the motivated reader can use to reinforce the material. The tone of the book is friendly and conversational without ever being glib or condescending. Important asides and notes about terminology are set off in boxes which makes the text easy to read without any convoluted twists or forward referencing. Rather than splitting topics by their Stata implementation Acock arranges the topics as they would appear in a basic statistics textbook; graphics and postestimation are woven into the material naturally. Real datasets such as the General Social Surveys from 2002 2006 and 2016 are used throughout the book. The focus of the book is especially helpful for those in the behavioral and social sciences because the presentation of basic statistical modeling is supplemented with discussions of effect sizes and standardized coefficients. Various selection criteria such as semipartial correlations are discussed for model selection. Acock also covers a variety of commands available for evaluating reliability and validity of measurements. The revised sixth edition is fully up to date for Stata 17 including updated discussion and images of Stata's interface and modern command syntax. In addition examples include new features such as the table command and collect suite for creating and exporting customized tables as well as the option for creating graphs with transparency.

GBP 59.99
1

Microeconometrics Using Stata Second Edition Volume I: Cross-Sectional and Panel Regression Models

Microeconometrics Using Stata Second Edition Volume I: Cross-Sectional and Panel Regression Models

Microeconometrics Using Stata Second Edition is an invaluable reference for researchers and students interested in applied microeconometric methods. Like previous editions this text covers all the classic microeconometric techniques ranging from linear models to instrumental-variables regression to panel-data estimation to nonlinear models such as probit tobit Poisson and choice models. Each of these discussions has been updated to show the most modern implementation in Stata and many include additional explanation of the underlying methods. In addition the authors introduce readers to performing simulations in Stata and then use simulations to illustrate methods in other parts of the book. They even teach you how to code your own estimators in Stata. The second edition is greatly expanded—the new material is so extensive that the text now comprises two volumes. In addition to the classics the book now teaches recently developed econometric methods and the methods newly added to Stata. Specifically the book includes entirely new chapters on duration models randomized control trials and exogenous treatment effects endogenous treatment effects models for endogeneity and heterogeneity including finite mixture models structural equation models and nonlinear mixed-effects models spatial autoregressive models semiparametric regression lasso for prediction and inference Bayesian analysis Anyone interested in learning classic and modern econometric methods will find this the perfect companion. And those who apply these methods to their own data will return to this reference over and over as they need to implement the various techniques described in this book. | Microeconometrics Using Stata Second Edition Volume I: Cross-Sectional and Panel Regression Models

GBP 89.99
1

Microeconometrics Using Stata Second Edition Volumes I and II

Microeconometrics Using Stata Second Edition Volumes I and II

Microeconometrics Using Stata Second Edition is an invaluable reference for researchers and students interested in applied microeconometric methods. Like previous editions this text covers all the classic microeconometric techniques ranging from linear models to instrumental-variables regression to panel-data estimation to nonlinear models such as probit tobit Poisson and choice models. Each of these discussions has been updated to show the most modern implementation in Stata and many include additional explanation of the underlying methods. In addition the authors introduce readers to performing simulations in Stata and then use simulations to illustrate methods in other parts of the book. They even teach you how to code your own estimators in Stata. The second edition is greatly expanded—the new material is so extensive that the text now comprises two volumes. In addition to the classics the book now teaches recently developed econometric methods and the methods newly added to Stata. Specifically the book includes entirely new chapters on duration models randomized control trials and exogenous treatment effects endogenous treatment effects models for endogeneity and heterogeneity including finite mixture models structural equation models and nonlinear mixed-effects models spatial autoregressive models semiparametric regression lasso for prediction and inference Bayesian analysis Anyone interested in learning classic and modern econometric methods will find this the perfect companion. And those who apply these methods to their own data will return to this reference over and over as they need to implement the various techniques described in this book. | Microeconometrics Using Stata Second Edition Volumes I and II

GBP 150.00
1

Microeconometrics Using Stata Second Edition Volume II: Nonlinear Models and Casual Inference Methods

Microeconometrics Using Stata Second Edition Volume II: Nonlinear Models and Casual Inference Methods

Microeconometrics Using Stata Second Edition is an invaluable reference for researchers and students interested in applied microeconometric methods. Like previous editions this text covers all the classic microeconometric techniques ranging from linear models to instrumental-variables regression to panel-data estimation to nonlinear models such as probit tobit Poisson and choice models. Each of these discussions has been updated to show the most modern implementation in Stata and many include additional explanation of the underlying methods. In addition the authors introduce readers to performing simulations in Stata and then use simulations to illustrate methods in other parts of the book. They even teach you how to code your own estimators in Stata. The second edition is greatly expanded—the new material is so extensive that the text now comprises two volumes. In addition to the classics the book now teaches recently developed econometric methods and the methods newly added to Stata. Specifically the book includes entirely new chapters on duration models randomized control trials and exogenous treatment effects endogenous treatment effects models for endogeneity and heterogeneity including finite mixture models structural equation models and nonlinear mixed-effects models spatial autoregressive models semiparametric regression lasso for prediction and inference Bayesian analysis Anyone interested in learning classic and modern econometric methods will find this the perfect companion. And those who apply these methods to their own data will return to this reference over and over as they need to implement the various techniques described in this book. | Microeconometrics Using Stata Second Edition Volume II: Nonlinear Models and Casual Inference Methods

GBP 89.99
1