gdata

<p>Simulated data list with response variable distributed with 'powered exponential' covariance matrix, 
with \(\phi=25, \tau=1, \kappa=1, \sigma=1\).</p>

datasets

Stochastic Approximation Monte Carlo (SAMC) is one of the celebrated Markov chain Monte Carlo (MCMC) algorithms. It is known to be capable of sampling from multimodal or doubly intractable distributions. We provide generic SAMC samplers for continuous distributions. User-specified densities in R and C++ are both supported. We also provide functions for specific problems that exploit SAMC computation. See Liang et al (2010) <doi:10.1002/9780470669723> for complete introduction to the method.

Kisung You

SAMCpack

Stochastic Approximation Monte Carlo (SAMC) Sampler and Methods

Yichen Cheng

Ick Hoon Jin

Faming Liang

gdata function

<p>A sample dataset with 1000 observations. It's save as an R's native <code>list</code>, and see the table for description of variables in the <code>gdata</code> list,</p><table><tr><td>
VARIABLE </td>
<td> SIZE </td>
<td> DESCRIPTION </td>
</tr><tr><td>
<code>coords</code> </td>
<td> \((1000\times 2)\) matrix </td>
<td> 2D location for each observation </td>
</tr><tr><td>
<code>y</code>      </td>
<td> length-\(1000\) vector </td>
<td> response value </td>
</tr></table><p>This is the default example data for <code><a rd-options="" href="/link/SAMCrsa?package=SAMCpack&version=0.1.1" data-mini-rdoc="SAMCpack::SAMCrsa">SAMCrsa</a></code>.</p>

Format

Dataset for SAMCrsa — gdata

<p>A sample dataset with 1000 observations. It's save as an R's native <code>list</code>, and see the table for description of variables in the <code>gdata</code> list,</p><table><tr><td>
VARIABLE </td>
<td> SIZE </td>
<td> DESCRIPTION </td>
</tr><tr><td>
<code>coords</code> </td>
<td> \((1000\times 2)\) matrix </td>
<td> 2D location for each observation </td>
</tr><tr><td>
<code>y</code>      </td>
<td> length-\(1000\) vector </td>
<td> response value </td>
</tr></table><p>This is the default example data for <code><a rd-options='' href='SAMCrsa'>SAMCrsa</a></code>.</p>

gdata: Dataset for SAMCrsa

Description

Usage

Arguments

Format

Details

VARIABLE	SIZE	DESCRIPTION
`coords`	\((1000\times 2)\) matrix	2D location for each observation
`y`	length-\(1000\) vector	response value