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• Archive: The first cutting-edge guide to using the SAS® system for the analysis of econometric dataApplied Econometrics Using the SAS® System is the first book of its kind to treat the analysis of basic econometric data using SAS®, one of the most commonly used software tools among today's statisticians in business and industry.
• This book thoroughly examines econometric methods and discusses how data collected in economic studies can easily be analyzed using the SAS® system.In addition to addressing the computational aspects of econometric data analysis, the author provides a statistical foundation by introducing the underlying theory behind each method before delving into the related SAS® routines.
• The book begins with a basic introduction to econometrics and the relationship between classical regression analysis models and econometric models.
• Subsequent chapters balance essential concepts with SAS® tools and cover key topics such as:Regression analysis using Proc IML and Proc RegHypothesis testingInstrumental variables analysis, with a discussion of measurement errors, the assumptions incorporated into the analysis, and specification tests Heteroscedasticity, including GLS and FGLS estimation, group-wise heteroscedasticity, and GARCH modelsPanel data analysisDiscrete choice models, along with coverage of binary choice models and Poisson regressionDuration analysis modelsAssuming only a working knowledge of SAS®, this book is a one-stop reference for using the software to analyze econometric data.
• Additional features include complete SAS® code, Proc IML routines plus a tutorial on Proc IML, and an appendix with additional programs and data sets.