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Econometric Analysis of Irreversible Investment with Financial Constraints: Comparison of Parametric and Semiparametric Estimations

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  • ASANO Hirokatsu

Abstract

This analysis investigates irreversible investment with financial constraints by parametric and semiparametric estimations. The analysis examines four U.S. industries, employing a sample selection model as it develops its econometric model in accordance with real options theory. The analysis finds that liquidity positively affects capital investment, which is compatible with the theory. In addition, while investment is insensitive to sales revenue and operating costs, capital stock negatively affects investment. The analysis also finds that the sample selection bias is large and that a biased OLS estimator underestimates the coefficients of interest. The analysis' model selection is inconclusive.

Suggested Citation

  • ASANO Hirokatsu, 2008. "Econometric Analysis of Irreversible Investment with Financial Constraints: Comparison of Parametric and Semiparametric Estimations," Discussion papers 08032, Research Institute of Economy, Trade and Industry (RIETI).
    • Handle: RePEc:eti:dpaper:08032
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    References listed on IDEAS

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    1. Abel, Andrew B. & Eberly, Janice C., 1998. "The mix and scale of factors with irreversibility and fixed costs of investment," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 48(1), pages 101-135, June.
    2. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    3. Gary Chamberlain, 1980. "Analysis of Covariance with Qualitative Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 225-238.
    4. Barnett,William A. & Powell,James & Tauchen,George E. (ed.), 1991. "Nonparametric and Semiparametric Methods in Econometrics and Statistics," Cambridge Books, Cambridge University Press, number 9780521424318, January.
    5. Pagan,Adrian & Ullah,Aman, 1999. "Nonparametric Econometrics," Cambridge Books, Cambridge University Press, number 9780521355643, January.
    6. Asano, Hirokatsu, 2002. "Costly Reversible Investment with Fixed Costs: An Empirical Study," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 227-240, April.
    7. Whitney K. Newey, 2009. "Two-step series estimation of sample selection models," Econometrics Journal, Royal Economic Society, vol. 12(s1), pages 217-229, January.
    8. Barnett,William A. & Powell,James & Tauchen,George E. (ed.), 1991. "Nonparametric and Semiparametric Methods in Econometrics and Statistics," Cambridge Books, Cambridge University Press, number 9780521370905, January.
    9. Ichimura, H., 1991. "Semiparametric Least Squares (sls) and Weighted SLS Estimation of Single- Index Models," Papers 264, Minnesota - Center for Economic Research.
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