DELTD

DELTD-package

<p>A collection of asymmetrical kernels belong to lifetime distributions for kernel density estimation is presented. i.e. <code><a rd-options="" href="/link/plot.BS?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::plot.BS">plot.BS</a></code>, <code><a rd-options="" href="/link/plot.Erlang?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::plot.Erlang">plot.Erlang</a></code>,
<code><a rd-options="" href="/link/plot.Gamma?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::plot.Gamma">plot.Gamma</a></code>, <code><a rd-options="" href="/link/plot.LN?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::plot.LN">plot.LN</a></code> and for plotting all densities at same time <code><a rd-options="" href="/link/dencomb?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::dencomb">dencomb</a></code>. Estimated values can also observed by using
<code><a rd-options="" href="/link/BS?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::BS">BS</a></code>, <code><a rd-options="" href="/link/Gamma?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::Gamma">Gamma</a></code>, <code><a rd-options="" href="/link/Erlang?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::Erlang">Erlang</a></code> and <code><a rd-options="" href="/link/LN?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::LN">LN</a></code>. For calculating mean squared error by using different kernels functions are <code><a rd-options="" href="/link/mseBS?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::mseBS">mseBS</a></code>, <code><a rd-options="" href="/link/mseEr?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::mseEr">mseEr</a></code>,
<code><a rd-options="" href="/link/mseGamma?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::mseGamma">mseGamma</a></code> and <code><a rd-options="" href="/link/mseLN?package=DELTD&version=2.6.5" data-mini-rdoc="DELTD::mseLN">mseLN</a></code>.</p>

A collection of asymmetrical kernels belong to lifetime distributions for kernel density estimation is presented.
Mean Squared Errors (MSE) are calculated for estimated curves. For this purpose, R functions allow the distribution to be Gamma, Exponential or Weibull.
For details see Chen (2000), Jin and Kawczak (2003) and Salha et al. (2014) <doi:10.12988/pms.2014.4616>.

Javaria Khan

Kernel Density Estimation using Lifetime Distributions

DELTD-package function

<p>A collection of asymmetrical kernels belong to lifetime distributions for kernel density estimation is presented. i.e. <code><a rd-options='' href='plot.BS'>plot.BS</a></code>, <code><a rd-options='' href='plot.Erlang'>plot.Erlang</a></code>,
<code><a rd-options='' href='plot.Gamma'>plot.Gamma</a></code>, <code><a rd-options='' href='plot.LN'>plot.LN</a></code> and for plotting all densities at same time <code><a rd-options='' href='dencomb'>dencomb</a></code>. Estimated values can also observed by using
<code><a rd-options='' href='BS'>BS</a></code>, <code><a rd-options='' href='Gamma'>Gamma</a></code>, <code><a rd-options='' href='Erlang'>Erlang</a></code> and <code><a rd-options='' href='LN'>LN</a></code>. For calculating mean squared error by using different kernels functions are <code><a rd-options='' href='mseBS'>mseBS</a></code>, <code><a rd-options='' href='mseEr'>mseEr</a></code>,
<code><a rd-options='' href='mseGamma'>mseGamma</a></code> and <code><a rd-options='' href='mseLN'>mseLN</a></code>.</p>

DELTD-package: DELTD

Description

Arguments

Details

References

See Also