CensoredQuantileRegression.hh File Reference

Local linear and quadratic quantile regression with censoring. More...

#include "npstat/stat/LocalQuantileRegression.hh"
#include "npstat/stat/CensoredQuantileRegression.icc"

Go to the source code of this file.

Classes
struct	npstat::CensoringInfo
class	npstat::CensoredQuantileRegressionOnKDTree< Point, Numeric >
class	npstat::CensoredQuantileRegressionOnHisto< Numeric, Num2 >

Namespaces
	npstat

Detailed Description

Local linear and quadratic quantile regression with censoring.

Facilities for performing local linear and quadratic quantile regression on samples which experience point losses due to detection inefficiencies. It is assumed that the inefficiency is due to a cutoff on the response variable itself or on a variable which, for any given predictor, can be obtained from response by a monotonous transformation (so that an equivalent cut can be made for response). Typical example of such a quantity from particle physics is particle (or jet) transverse momentum.

Classes declared in this header can be used with the top-level driver functions minuitQuantileRegression and minuitQuantileRegressionIncrBW declared in the minuitQuantileRegression.hh header (interfaces section).

Author: I. Volobouev

November 2011