plot.kdeAlgo

an object of type "kdeAlgo", typical result of <code><a rd-options="" href="/link/kdeAlgo?package=smicd&version=1.0.3" data-mini-rdoc="smicd::kdeAlgo">kdeAlgo</a></code>

a vector of indicator names specifying for which indicators
convergence plots are plotted, e.g. <code>c("mean", "gini")</code>

indicator

optional arguments passed to generic function.

Plots the estimtated density of the interval censored variable.
Also, convergence plots are given for all estimated statistical indicators.
The estimated indicator is plotted against the iteration step of the KDE-algorithm.
A vertical line indicates the end of the burn-in period.

Functions that provide statistical methods for interval censored (grouped) data. The package supports the estimation of linear and linear mixed regression models with interval censored dependent variables. Parameter estimates are obtained by a stochastic expectation maximization algorithm. Furthermore, the package enables the direct (without covariates) estimation of statistical indicators from interval censored data via an iterative kernel density algorithm. Survey and Organisation for Economic Co-operation and Development (OECD) weights can be included into the direct estimation (see, Gro<c3><9f>, M., U. Rendtel, T. Schmid, S. Schmon, and N. Tzavidis (2017) <doi:10.1111/rssa.12179>).

Paul Walter

smicd

Statistical Methods for Interval Censored Data

plot.kdeAlgo function

an object of type "kdeAlgo", typical result of <code><a rd-options='' href='kdeAlgo'>kdeAlgo</a></code>

plot.kdeAlgo: Plot Diagnostics for a kdeAlgo Object

Description

Usage

Arguments

Value

See Also