CovMatch {DSWE}

R Documentation

Covariate Matching

Description

The function aims to take list of two data sets and returns the after matched data sets using user specified covariates and threshold

Usage

CovMatch(data, xCol, xCol.circ, thrs, priority)

Arguments

data	a list, consisting of data sets to match, also each of the individual data set can be dataframe or a matrix
xCol	a vector stating the column position of covariates used
xCol.circ	a vector stating the column position of circular variables
thrs	a numerical or a vector of threshold values for each covariates, against which matching happens It should be a single value or a vector of values representing threshold for each of the covariate
priority	a boolean, default value False, otherwise computes the sequence of matching

Value

a list containing :

• originalData - The data sets provided for matching

• matchedData - The data sets after matching

• MinMaxOriginal - The minimum and maximum value in original data for each covariate used in matching

• MinMaxMatched - The minimum and maximum value in matched data for each covariates used in matching

References

Ding, Y. (2019). Data Science for Wind Energy. Chapman & Hall, Boca Raton, FL.

Examples

data1 = data1[1:100, ]
data2 = data2[1:100, ]
data = list(data1, data2)
xCol = 2
xCol.circ = NULL
thrs = 0.1
priority = FALSE
matched_data = CovMatch(data, xCol, xCol.circ, thrs, priority)

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