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Home > Education > Mathematics > Applied Econometrics Using the SASSystem-eBook
Applied Econometrics Using the SASSystem
by Ajmani, Vivek
 
 
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Applied Econometrics Using the SASSystem
The first cutting-edge guide to using the SAS system for the analysis of econometric data

Applied 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 Reg

  • Hypothesis testing

  • Instrumental 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 models

  • Panel data analysis

  • Discrete choice models, along with coverage of binary choice models and Poisson regression

  • Duration analysis models

Assuming 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. Applied Econometrics Using the SAS System serves as a relevant and valuable reference for practitioners in the fields of business, economics, and finance. In addition, most students of econometrics are taught using GAUSS and STATA, yet SAS is the standard in the working world; therefore, this book is an ideal supplement for upper-undergraduate and graduate courses in statistics, economics, and other social sciences since it prepares readers for real-world careers.



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Title of ebook: Applied Econometrics Using the SASSystem
ISBN: 9780470377895
parent-ISBN: 9780470129494
Publisher: Wiley-Interscience
Internet download file size: 2613 kb
Published: 06-2009
Released online for download: 06-08-2009
Author of eBook: Ajmani, Vivek
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Applied Econometrics Using the SAS System


Chapter One

INTRODUCTION TO REGRESSION ANALYSIS

1.1 INTRODUCTION

The general purpose of regression analysis is to study the relationship between one or more dependent variable(s) and one or more independent variable(s). The most basic form of a regression model is where there is one independent variable and one dependent variable. For instance, a model relating the log of wage of married women to their experience in the work force is a simple linear regression model given by log(wage) = [ß.sub.0] + [ß.sub.1] exper + [epsilon], where [ß.sub.0] and [ß.sub.1] are unknown coefficients and " is random error. One objective here is to determine what effect (if any) the variable exper has on wage. In practice, most studies involve cases where there is more than one independent variable. As an example, we can extend the simple model relating log(wage) to exper by including the square of the experience ([exper.sup.2]) in the work force, along with years of education (educ). The objective here may be to determine what effect (if any) the explanatory variables (exper, exper2, educ) have on ... read full excerpt from Applied Econometrics Using the SASSystem ebook



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