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


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 average firm of ad hoc sub-samples of firms. We use firm-level data from India to highlight the advantages of our approach. Our results suggest that the estimates generated by this approach are meaningful from an economic point of view and are consistent with the literature.

Publication DOI: https://doi.org/10.1080/1351847X.2014.906068
Divisions: Aston Business School > Economics, Finance & Entrepreneurship
Aston Business School > Aston India Foundation for Applied Research
Aston Business School
Uncontrolled Keywords: financial constraint,semiparametric approach,Robinson model,Economics, Econometrics and Finance (miscellaneous)
Full Text Link: http://eprints. ... se.ac.uk/82519/
Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
PURE Output Type: Article
Published Date: 2015
Published Online Date: 2014-05-15
Authors: Bhaumik, Sumon K. ( 0000-0002-4459-3659)
Kumbhakar, Subal C.
Sun, Kai

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