Nonparametric estimation of regression curves with discontinuous derivatives Academic Article

abstract

• A new method is considered for estimating a point of discontinuity in the derivative of an unknown regression function. The procedure employs a least-squares approach in combination with techniques from smoothing in partially linear models. Large sample theory is derived for the estimator under a specific choice of smoother related to linear spline smoothing.

authors

• Cline, Daren

author list (cited authors)

• Cline, D. B., Eubank, R. L., & Speckman, P. L

complete list of authors

• Cline, DB||Eubank, RL||Speckman, PL

publication date

• January 1995

published in

• Journal of Statistical Research  Journal

start page

• 17

end page

• 30

volume

• 29

issue

• 2