publication . Article . 2014

A note on a semiparametric approach to estimating financing constraints in firms

Sumon Kumar Bhaumik; Subal C. Kumbhakar; Kai Sun;
Open Access English
  • Published: 15 May 2014
  • Publisher: Taylor & Francis (Routledge)
  • Country: United Kingdom
Abstract
In this paper, we present a novel approach to modeling financing constraints of firms. Specifically, we adopt an approach in which firm-level investment is a nonparametric function of some relevant firm characteristics, cash flow in particular. This enables us to generate firm-year specific measures of cash flow sensitivity of investment. We are therefore able to draw conclusions about financing constraints of individual firms as well as cohorts of firms without having to split our sample on an ad hoc basis. This is a significant improvement over the stylized approach that is based on comparison of point estimates of cash flow sensitivity of investment of the av...
Subjects
free text keywords: Economics, Econometrics and Finance (miscellaneous), Cash flow, Economics, Point estimation, Stylized fact, Finance, business.industry, business, Internal financing, Financial economics, Nonparametric statistics
18 references, page 1 of 2

[1] Acharya, V.V., Myers, S.C., Rajan, R.G. (2011). The internal governance of firms, Journal of Finance, 66, 689-720.

[2] Allayannis, G., Mozumdar, A. (2004). The impact of negative cash flow and influential observations on investment-cash flow sensitivity estimates, Journal of Banking and Finance, 28, 901-930. [OpenAIRE]

[3] Aivazian, V.A., Ge, Y., Qiu, J. (2005). The impact of leverage on firm investment: Canadian evidence, Journal of Corporate Finance, 11, 277-291.

[4] Berger, A.N. et al. (2008). Bank ownership types and banking relationships, Journal of Financial Intermediation, 17, 37-62.

[5] Berger, A.N., Udell, G.F. (1998). The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle, Journal of Banking and Finance, 22, 613-673. [OpenAIRE]

[6] Bhaumik, S.K., Das, P., Kumbhakar, S.C. (2012). A stochastic frontier approach to modelling financial constraints in firms: An application to India, Journal of Banking and Finance, 36, 1311-1319.

[7] Bhaumik, S.K., Selarka, E. (2012). Does ownership concentration improve M&A outcomes in emerging markets? Journal of Corporate Finance, 18, 717-726. [OpenAIRE]

[8] Fazzari, S.M., Hubbard, R.G., Petersen, B.C. (1988). Financing constraints and corporate investments, In: Brainard, W.C., Perry, G.L. (Eds.) Brookings Papers on Economic Activity, vol. 1, Brookings Institutions Press, Washington, DC.

[9] Hadlock, C.J., Pierce, J.R. (2010). New evidence on measuring financial constraints: Moving beyond the KZ index, Review of Financial Studies, 23, 1909-1940. [OpenAIRE]

[10] Horowitz, J.L. (1997). Bootstrap methods in econometrics: Theory and numerical performance, In: D.M. Kreps and K.F. Wallis (Eds.), Advances in Economics and Econometrics: Theory and Applications, vol. 3, Cambridge, UK: Cambridge University Press, p. 188-222.

[11] Henderson, D.J., Kumbhakar S.C., Parmeter C.F. (2012). A simple method to visualize results in nonlinear regression models, Economics Letters, 117, 578-581. [OpenAIRE]

[12] Kaplan, S.N., Zingales, L. (1997). Do financial constraints explain why investment is correlated with cash flow? Quarterly Journal of Economics, 112, 169-215. [OpenAIRE]

[13] Laeven, L. (2003). Does financial liberalization reduce financial constraints? Financial Management, 32, 5-34.

[14] Lang, L.E., Ofek, E., Stulz, R. (1996). Leverage, investment and firm growth. Journal of Financial Economics, 40, 3-29.

[15] Mammen, E. (1993). Bootstrap and wild bootstrap for high dimensional linear models. The Annals of Statistics, 21, 255-285. [OpenAIRE]

18 references, page 1 of 2
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