random.test.data

Generates datasets with random data for modelling including a dependent variable, independent variables and X,Y coordinates.

random data

Provides researchers and educators with easy-to-learn user friendly tools for calculating
key spatial statistics and to apply simple as well as advanced methods of spatial analysis in real data.
These include: Local Pearson and Geographically Weighted Pearson Correlation Coefficients,
Spatial Inequality Measures (Gini, Spatial Gini, LQ, Focal LQ), Spatial Autocorrelation
(Global and Local Moran's I), several Geographically Weighted Regression techniques and other
Spatial Analysis tools (other geographically weighted statistics). This package also contains functions for
measuring the significance of each statistic calculated, mainly based on Monte Carlo simulations.

Stamatis Kalogirou

lctools

Local Correlation, Spatial Inequalities, Geographically Weighted
Regression and Other Tools

random.test.data function

<dl> <dt>nrows</dt>
<dd>an integer referring to the number of rows for a regular grid</dd> <dt>ncols</dt>
<dd>an integer referring to the number of columns for a regular grid</dd> <dt>vars.no</dt>
<dd>an integer referring to the number of independent variables</dd> <dt>dep.var.dis</dt>
<dd>a character referring to the distribution of the dependent variable. Options are "normal" (default), "poisson", and "zip"</dd> <dt>xycoords</dt>
<dd>a logical value indicating whether X,Y coordinates will be created (default) or not.</dd></dl>

Arguments

Stamatis Kalogirou &lt;stamatis.science@gmail.com&gt;

Author

Radmom data generator — random.test.data

<dl>

 <dt>nrows</dt>
<dd>an integer referring to the number of rows for a regular grid</dd>

 <dt>ncols</dt>
<dd>an integer referring to the number of columns for a regular grid</dd>

 <dt>vars.no</dt>
<dd>an integer referring to the number of independent variables</dd>

 <dt>dep.var.dis</dt>
<dd>a character referring to the distribution of the dependent variable. Options are "normal" (default), "poisson", and "zip"</dd>

 <dt>xycoords</dt>
<dd>a logical value indicating whether X,Y coordinates will be created (default) or not.</dd>

</dl>

random.test.data: Radmom data generator

Description

Usage

Value

Arguments

Author

Details

Examples