brVitale-generator: 'BrVitale' generator method

In bde: Bounded Density Estimation

BrVitale generator method

Description

User friendly constructor method for BrVitale objects.

Usage

brVitale(dataPoints, m=round(length(dataPoints)^(2/5)), M=NULL, dataPointsCache=NULL, 
          lower.limit = 0, upper.limit = 1)

Arguments

dataPoints	a numeric vector containing data samples within the [lower.limit,upper.limit] interval. These data samples are used to obtain the kernel estimator
m	a integer value indicating the order of the polynomial approximation. m must take values greater than 0
M	a numeric value indicating the parameter for bias reduction, with m > M. If M=NULL, the value m/2, which leads to optimal MISE (mean integrated squared error) properties, is taken as default
dataPointsCache	a numeric vector containing points within the [lower.limit,upper.limit] interval. These points are used for convenience to cache density and distribution values. If dataPointsCache=NULL the values are initialized to a sequence of 101 equally spaced values from lower.limit to upper.limit
lower.limit	a numeric value for the lower limit of the bounded interval for the data
upper.limit	a numeric value for the upper limit of the bounded interval for the data. That is, the data is with the [lower.limit,upper.limit] interval

Details

See BrVitale class for more details.

bde documentation built on June 10, 2022, 5:10 p.m.