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IVREG2: Stata module for extended instrumental variables/2SLS and GMM estimation

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Author Info
Christopher F Baum () (Boston College)
Mark E Schaffer () (Heriot-Watt University)
Steven Stillman () (Motu Economic and Public Policy Research)

Additional information is available for the following registered author(s):

Abstract

ivreg2 provides extensions to Stata's official ivregress and newey. Its main capabilities: two-step feasible GMM estimation; continuously updated GMM estimation (CUE); LIML and k-class estimation; automatic output of the Hansen-Sargan or Anderson-Rubin statistic for overidentifying restrictions; C statistic test of exogeneity of subsets of instruments (orthog() option); kernel-based autocorrelation-consistent (AC) and heteroskedastic and autocorrelation-consistent (HAC) estimation, with user-specified choice of kernel; Cragg's "heteroskedastic OLS" (HOLS) estimator; default reporting of large-sample statistics (z and chi-squared rather than t and F); small option to report small-sample statistics; first-stage regression reported with F-test of excluded instruments and R-squared with included instruments "partialled-out"; enhanced Kleibergen-Paap and Cragg-Donald tests for weak instruments, redundancy of instruments, significance of endogenous regressors; two-way clustering of standard errors. ivreg2 can also be used for ordinary least squares (OLS) estimation using the same command syntax as Stata's official regress and newey. This is version 3.0.04 of ivreg2, updated from that published in Stata Journal, 5(4), requiring Stata 10.1 or better. Stata 9.2 users may use ivreg29 (q.v.). Stata 8 users may use ivreg28 (q.v.) Stata 7 users may use the Stata Journal version of ivreg2, accessible via net search ivreg2.

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File URL: http://fmwww.bc.edu/repec/bocode/i/ivreg2.ado
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Publisher Info
Software component provided by Boston College Department of Economics in its series Statistical Software Components with number S425401.

Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
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Programming language: Stata
Requires: Stata version 10.1
Date of creation: 02 Apr 2002
Date of revision: 28 Jun 2010
Handle: RePEc:boc:bocode:s425401

Note: This module may be installed from within Stata by typing "ssc install ivreg2". Windows users should not attempt to download these files with a web browser.
Contact details of provider:
Postal: Boston College, 140 Commonwealth Avenue, Chestnut Hill MA 02467 USA
Phone: 617-552-3670
Fax: +1-617-552-2308
Email:
Web page: http://fmwww.bc.edu/EC/
More information through EDIRC

Order Information:
Web: http://repec.org/docs/ssc.php

For technical questions regarding this item, or to correct its listing, contact: (Christopher F Baum).

Related research
Keywords: instrumental variables; Sargan test; robust estimation; orthogonality; GMM; Hansen's J; heteroskedastic OLS; HAC; bandwidth; k-class estimator; LIML;

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Li, Lan & Carman, Hoy F. & Sexton, Richard J., 2008. "Countercyclical Price Movements during Periods of Peak Demand: Evidence from Grocery Retail Price for Avocados," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6251, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  2. Thorsten Drautzburg & Inna Melnykovska & Rainer Schweickert, 2008. "Which Membership Matters? External vs. Internal Determinants of Institutional Change in Transition Countries," Kiel Working Papers 1421, Kiel Institute for the World Economy. [Downloadable!]
  3. Fischer, Justina AV, 2008. "Competition and well-being: does market competition make people unhappy?," Working Paper Series in Economics and Finance 697, Stockholm School of Economics. [Downloadable!]
  4. Mitze, Timo & Alecke, Björn & Untiedt, Gerhard, 2008. "Trade, FDI and Cross-Variable Linkages: A German (Macro-)Regional Perspective," MPRA Paper 12245, University Library of Munich, Germany. [Downloadable!]
  5. Horst Entorf & Hannes Spengler, 2008. "Is Being 'Soft on Crime' the Solution to Rising Crime Rates?: Evidence from Germany," Discussion Papers of DIW Berlin 837, DIW Berlin, German Institute for Economic Research. [Downloadable!]
    Other versions:
  6. Kovandzic, Tomislav & Schaffer, Mark & Kleck, Gary, 2008. "Estimating the Causal Effect of Gun Prevalence on Homicide Rates: A Local Average Treatment Effect Approach," IZA Discussion Papers 3589, Institute for the Study of Labor (IZA). [Downloadable!]
  7. Timo Mitze & Björn Alecke & Gerhard Untiedt, 2009. "Trade-FDI Linkages in a System of Gravity Equations for German Regional Data," Ruhr Economic Papers 0084, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen. [Downloadable!]
  8. Timo Mitze, 2009. "Endogeneity in Panel Data Models with Time-Varying and Time-Fixed Regressors: To IV or not IV?," Ruhr Economic Papers 0083, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen. [Downloadable!]
  9. Mitze, Timo, 2010. "Estimating Gravity Models of International Trade with Correlated Time-Fixed Regressors: To IV or not IV?," MPRA Paper 23540, University Library of Munich, Germany. [Downloadable!]
  10. Massimiliano Cali & Carlo Menon, 2009. "Does Urbanisation Affect Rural Poverty? Evidence from Indian Districts," SERC Discussion Papers 0014, Spatial Economics Research Centre, LSE. [Downloadable!]
  11. Aaron Mehrotra & Tuomas Peltonen & Alvaro Santos Rivera, 2007. "Modelling inflation in China - a regional perspective," Working Paper Series 829, European Central Bank. [Downloadable!]
    Other versions:
  12. Bi, Xiang & Khanna, Madhu, 2008. "Impact of EPA's Voluntary 33/50 Program on Pollution Prevention Adoption and Toxic Releases," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6258, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  13. Aslihan Arslan & J. Edward Taylor, 2008. "Farmers' Subjective Valuation of Subsistence Crops: The Case of Traditional Maize in Mexico," Kiel Working Papers 1457, Kiel Institute for the World Economy. [Downloadable!]
  14. Burton Abrams & Plamen Iossifov, 2006. "Does the Fed Contribute to a Political Business Cycle?," Public Choice, Springer, vol. 129(3), pages 249-262, December. [Downloadable!] (restricted)
  15. Kleck, Gary & Kovandzic, Tomislav & Schaffer, Mark E, 2005. "Gun Prevalence, Homicide Rates and Causality: A GMM Approach to Endogeneity Bias," CEPR Discussion Papers 5357, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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This page was last updated on 2010-7-27.


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