Rearrangement (version 2.1)

lclm: Local Constant Estimator for Conditional Mean Functions

Description

Implements the local nonparametric method kernel estimator--with box kernel (default), for conditional mean functions.

Usage

lclm(x, y, h, xx)

Arguments

x

The conditioning covariate

y

The response variable

h

The bandwidth parameter

xx

The points at which the function is to be estimated

Value

xx

The design points at which the evaluation occurs

fitted.values

The estimated function values at these design points

Details

The function uses a box kernel.

Examples

data(GrowthChart)
attach(GrowthChart)

ages <- unique(sort(age))
lclm.fit1 <- lclm(age,height,h=1,xx=ages)

detach(GrowthChart)