Data & IT

Applied Econometrics with SAS

Barry K Goodwin • A Ford Ramsey • Jan Chvosta

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180 sidor
2018

Using Applied Econometrics with SAS: Modeling Demand, Supply, and Risk, you will quickly master SAS applications for implementing and estimating standard models in the field of econometrics. This guide introduces you to the major theories underpinning applied demand and production economics. For each of its three main topics-demand, supply, and risk-a concise theoretical orientation leads directly into consideration of specific economic models and econometric techniques, collectively covering the following:

Double-log demand systems
Linear expenditure systems
Almost ideal demand systems
Rotterdam models
Random parameters logit demand models
Frequency-severity models
Compound distribution models
Cobb-Douglas production functions
Translogarithmic cost functions
Generalized Leontief cost functions
Density estimation techniques
Copula models

SAS procedures that facilitate estimation of demand, supply, and risk models include the following, among others:

PROC MODEL
PROC COPULA
PROC SEVERITY
PROC KDE
PROC LOGISTIC
PROC HPCDM
PROC IML
PROC REG
PROC COUNTREG
PROC QLIM

An empirical example, SAS programming code, and a complete data set accompany each econometric model, empowering you to practice these techniques while reading. Examples are drawn from both major scholarly studies and business applications so that professors, graduate students, government economic researchers, agricultural analysts, actuaries, and underwriters, among others, will immediately benefit.

This book is part of the SAS Press program.