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Regression

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Living Standards Analytics

Part of the book series: Statistics for Social and Behavioral Sciences ((SSBS))

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Abstract

This chapter reviews the essentials of regression analysis. For most readers it will be a refresher that can be skimmed quickly; it provides a concise, self-contained coverage of topics that are the staple of any good course on econometrics.

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Notes

  1. 1.

    Here X is an N × K matrix in which each column represents the observations on one of the right-hand variables.

References

  • Boonperm, Jirawan, Jonathan Haughton, and Shahidur R. Khandker. 2011. Does the village fund matter in Thailand? Suffolk University, Boston.

    Google Scholar 

  • Breusch, T., and A. Pagan. 1979. A simple test for heteroscedasticity and random coefficient variation. Econometrica 47: 1287–1294.

    Article  MathSciNet  MATH  Google Scholar 

  • Cameron, Colin, and Pravin Trivedi. 2009. Microeconometrics using Stata. College Station: Stata Press.

    MATH  Google Scholar 

  • Deaton, Angus. 1997. The analysis of household surveys: A microeconometric approach to development policy. Baltimore: Johns Hopkins University Press.

    Book  Google Scholar 

  • Gamper-Rabindran, Shanti, Shakeep Khan, and Christopher Timmins. 2010. The impact of piped water provision on infant mortality in Brazil: A quantile panel data approach. Journal of Development Economics 92: 188–200.

    Article  Google Scholar 

  • Greene, William. 2011. Econometric analysis, 7th ed. Upper Saddle River: Prentice Hall.

    Google Scholar 

  • Haughton, Dominique. 1988. On the choice of a model to fit data from an exponential family. Annals of Statistics 16: 342–355.

    Article  MathSciNet  MATH  Google Scholar 

  • Haughton, Dominique, and Jonathan Haughton. 1997. Explaining child nutrition in Vietnam. Economic Development and Cultural Change 45(3): 541–556.

    Article  Google Scholar 

  • Haughton, Jonathan, and Shahidur Khandker. 2009. Handbook on poverty and inequality. Washington, DC: World Bank.

    Google Scholar 

  • Larcker, David F., and Tjomme O. Rusticus. 2010. On the use of instrumental variables in accounting research. Journal of Accounting and Economics 49(3): 186–205.

    Article  Google Scholar 

  • Murray, Michael P. 2005. The bad, the weak, and the ugly: Avoiding the pitfalls of instrumental variables estimation. Lewiston: Bates College.

    Google Scholar 

  • Narayan, Deepa, and Lant Pritchett. 1999. Cents and sociability: household income and social capital in rural Tanzania. Economic Development and Cultural Change 47(4): 871–897.

    Article  Google Scholar 

  • White, H. 1980. A heteroscedasticity-consistent covariance matrix estimator and a direct test for heteroscedasticity. Econometrica 48: 817–838.

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Dominique Haughton .

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© 2011 Springer Science+Business Media, LLC

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Haughton, D., Haughton, J. (2011). Regression. In: Living Standards Analytics. Statistics for Social and Behavioral Sciences. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-0385-2_2

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