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pedometrics (version 0.7.0)

Miscellaneous Pedometric Tools

Description

An R implementation of some useful tools employed in the field of pedometrics.

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Version

Install

install.packages('pedometrics')

Monthly Downloads

203

Version

0.7.0

License

GPL (>= 2)

Issues

1

Pull Requests

0

Stars

7

Forks

1

Maintainer

Alessandro SamuelRosa

Last Published

February 9th, 2020

Functions in pedometrics (0.7.0)

plotMS

Model series plot
rowMinCpp

Return the minimum value in each row of a numeric matrix
gcpDiff

Difference on xyz coordinates between ground control points
vgmICP

Initial covariance parameters (ICP)
trend.terms

Extract spatial trend data
isNumint

Tests for data types
cramer

Association between categorical variables
coordenadas

Prepare object for argument design of spsurvey.analysis()
checkGMU

Evaluation of geostatistical models of uncertainty
cont2cat

Categorize/stratify continuous variable(s)
pedometrics-package

Pedometric Tools and Techniques
plotESDA

Plots for exploratory spatial data analysis (ESDA)
plotHD

Histogram and density plot
optimRandomForest

Optimum number of iterations to de-bias a random forest regression
gcpVector

Calculate module and azimuth
plotCor

Correlation plot
stepVIF

Variable selection using the (generalized) variance-inflation factor (VIF)
vgmLags

Lag-distance classes for variogram estimation
statsMS

Obtain performance statistics of a series of linear models
vgmSCV

Spatially correlated variance (SCV)
adjR2

Adjusted coefficient of determination
cdfStats

Descriptive statistics of the cumulative distribution function of a continuous variable
bbox2sp

Create Spatial object from a bounding box
buildMS

Build a series of linear models using automated variable selection
cdfPlot

Plot estimated cumulative distribution function with confidence limits
cdfTable

Table with descriptive statistics of an estimated cumulative distribution function