sample_stochastic_matrix

<code>x</code> is a matrix with arbitrary number of rows but whose columns
are equal to the number of bins that the stochastic matrix <code>prob</code> parameterizes
a distribution over. Each row of <code>x</code> gives a distribution of counts over bins
and is resampled according to <code>prob</code>. It is conceptually similar to
"stochastically" distributing the matrix as <code>x %*% prob</code>, which gives the
expectation.

Provides a framework based on S3 dispatch for constructing models
of mosquito-borne pathogen transmission which are constructed from submodels of various
components (i.e. immature and adult mosquitoes, human populations). A consistent mathematical
expression for the distribution of bites on hosts means that different models
(stochastic, deterministic, etc.) can be coherently incorporated and updated
over a discrete time step.

Sean L. Wu

MicroMoB

Discrete Time Simulation of Mosquito-Borne Pathogen Transmission

David L. Smith

Sophie Libkind

sample_stochastic_matrix function

<dl><dt>x</dt>
<dd>a matrix</dd>
<dt>prob</dt>
<dd>a matrix, it must have number of columns equal to the number of columns of <code>x</code> and rows that sum
to one</dd></dl>

Arguments

Sample a stochastic matrix — sample_stochastic_matrix

<dl>

<dt>x</dt>
<dd>a matrix</dd>


<dt>prob</dt>
<dd>a matrix, it must have number of columns equal to the number of columns of <code>x</code> and rows that sum
to one</dd>

</dl>

sample_stochastic_matrix: Sample a stochastic matrix

Description

Usage

Value

Arguments