Essentials of applied econometrics / (Record no. 251023)

000 -LEADER
fixed length control field 02832nam a22003138i 4500
003 - CONTROL NUMBER IDENTIFIER
control field TH-BaBU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20210608114734.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 160502t20172017cau o 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780520963290
Qualifying information ebook
International Standard Book Number 9780520288331
Qualifying information pbk. : alk. paper
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
Transcribing agency TH-BaBU
050 10 - LIBRARY OF CONGRESS CALL NUMBER
Classification number HB139
Item number S647E 2017
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Smith, Aaron,
Relator term author.
245 10 - TITLE STATEMENT
Title Essentials of applied econometrics /
Statement of responsibility, etc. Aaron Smith, J. Edward Taylor.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Oakland, California :
Name of producer, publisher, distributor, manufacturer University of California Press,
Date of production, publication, distribution, manufacture, or copyright notice [2017]
Date of production, publication, distribution, manufacture, or copyright notice ©2017
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource.
336 ## - CONTENT TYPE
Content type term text
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Source rdacarrier
500 ## - GENERAL NOTE
General note Includes index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction 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 ## - SUMMARY, ETC.
Summary, etc. "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 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on print version record and CIP data provided by publisher; resource not viewed.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Econometrics
Form subdivision Textbooks.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Taylor, J. Edward,
Relator term author.
856 41 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1367889">http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1367889</a>
Public note Electronic Resources
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type E-Book

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