000			02832nam a22003138i 4500
999			_c251023 _d251023
003			TH-BaBU
005			20210608114734.0
008			160502t20172017cau o 001 0 eng d
020			_a9780520963290 _qebook
020			_a9780520288331 _qpbk. : alk. paper
040			_aDLC _beng _erda _cTH-BaBU
050	1	0	_aHB139 _bS647E 2017
100	1		_aSmith, Aaron, _eauthor.
245	1	0	_aEssentials of applied econometrics / _cAaron Smith, J. Edward Taylor.
264		1	_aOakland, California : _bUniversity of California Press, _c[2017]
264		4	_c©2017
300			_a1 online resource.
336			_atext _2rdacontent
337			_acomputer _2rdamedia
338			_aonline resource _2rdacarrier
500			_aIncludes index.
505	0		_aIntroduction 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.
520			_a"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.
588			_aDescription based on print version record and CIP data provided by publisher; resource not viewed.
650		0	_aEconometrics _vTextbooks.
700	1		_aTaylor, J. Edward, _eauthor.
856	4	1	_uhttp://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1367889 _zElectronic Resources
942			_2lcc _cEB