Description
Book Synopsis: Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models. The book introduces a wide variety of models, whilst at the same time instructing the reader in how to fit these models using available software packages. The book illustrates the concepts by working through scores of real data examples that have arisen from the authors' own applied research, with programming codes provided for each one. Topics covered include causal inference, including regression, poststratification, matching, regression discontinuity, and instrumental variables, as well as multilevel logistic regression and missing-data imputation. Practical tips regarding building, fitting, and understanding are provided throughout.
Author resource page: http://www.stat.columbia.edu/~gelman/arm/
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Looking for a comprehensive manual to master data analysis using regression and multilevel models? Look no further! Our book, "Data Analysis Using Regression and Multilevel/Hierarchical Models," is the ultimate guide for applied researchers like you. Whether you are a beginner or an experienced analyst, this book will equip you with the knowledge and skills to analyze your data effectively.
What sets our book apart is its practical approach. We understand the challenges you face in performing data analysis and have included numerous real data examples from our own research. As you work through these examples, you'll gain hands-on experience and learn how to apply various models using popular software packages.
Our book covers a wide range of topics, including causal inference, linear and nonlinear regression, multilevel logistic regression, and missing-data imputation. You'll discover practical tips and techniques for building, fitting, and understanding these models. Whether you're interested in studying regression discontinuity, instrumental variables, or poststratification, our book has got you covered!
Don't miss out on this invaluable resource. Take your data analysis skills to the next level and become a master analyst with our book, "Data Analysis Using Regression and Multilevel/Hierarchical Models." Visit our author resource page to learn more and get your copy today!
Click here to visit our author resource page and start your journey towards mastering data analysis.
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