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Essentials of applied econometrics
Essentials of applied econometrics / Aaron Smith, J. Edward Taylor
内容资讯
Essentials of applied econometrics
자료유형  
 전자책
 
n948670058
ISBN  
9780520963290 (electronic book)
ISBN  
0520963296 (electronic book)
ISBN  
9780520288331 (paperback alkaline paper)
ISBN  
0520288335 (paperback alkaline paper)
미국회청구기호  
HB139-.S6255 2017
DDC  
330.01/5195-23
소장사항  
MAIN
저자명  
Smith, Aaron
서명/저자  
Essentials of applied econometrics / Aaron Smith, J. Edward Taylor
형태사항  
1 online resource (xi, 225 pages)
서지주기  
Includes bibliographical references and index.
내용주기  
완전내용Introduction to econometrics -- Simple regression -- Multiple regression -- Generalizing from a sample -- Properties of our estimators -- Hypothesis testing and confidence intervals -- Predicting in a nonlinear world -- Best of blue I : cross section data and heteroskedasticity (assumption CR2) -- Best of blue II : correlated errors (assumption CR3) -- Sample selection bias (assumption CR1) -- Identifying causation -- Instrumental variables : a solution to the endogeneity problem -- Appendix : critical values for commonly used tests in econometrics.
초록/해제  
요약 :"Essentials of Applied Econometrics gives students and professionals the tools they need to do econometric analysis in a world in which more data surround us every day and in which econometrics is put to a diversity of uses. Vivid examples and data from a variety of real-world sources are used to teach best practices and state-of-the-art techniques. This book differs from traditional textbooks that assume the only goal of econometrics is to estimate causal effects and that confound sampling theory with causal analysis. It begins with sampling theory - how to use a sample to make inferences about a whole population. Then, in the last two chapters, it addresses causality as a distinct topic. In between, it covers the gambit of topics essential for doing econometrics, including properties of estimators, hypothesis testing, nonlinear relationships, heteroskedasticity, serial correlation, and sampling bias. This book covers essential theory but with an emphasis on the best practices for estimating econometric models. The text is succinct, written for students and professionals interested in continuing their econometric education"--Provided by publisher.
일반주제명  
Econometrics Textbooks
일반주제명  
BUSINESS & ECONOMICS Economics General.
일반주제명  
BUSINESS & ECONOMICS Reference.
일반주제명  
Econometrics.
기타저자  
Taylor, J. Edward
기타형태저록  
Print versionSmith, Aaron D. Essentials of applied econometrics. Oakland, California : University of California Press, [2017] 9780520288331 (DLC) 2016018067
전자적 위치 및 접속  
 링크정보보기
Control Number  
yscl:139342
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