MatchTreatments.Rd
This simple function will add a identification field MID
to the table supplied for unique combinations of the grouping columns supplied.
MatchTreatments(Data, Match.Cols, Focal.Col)
An ERA dataset (e.g. ERAg::ERACompiled
)
A character vector of column names that must all contain identical values for rows in the dataset to match (i.e. share the same MID
)
A character vector of a single column name; the number of unique values of Focal.Col
for each combination of value of Match.Cols
values
(MID
) are returned along with a concatenated string of the values.
A data.table with three columns appended::
MID
= a unique identifier for each combination of the grouping variables (column names) supplied Match.Cols
N.Focal
= the number of unique values of Focal.Col
for each value of MID
Focal.List
= unique values of Focal.Col
concatenated with a -
delim calculate for each value MID
For example, if you wish to know which outcomes are shared between the same pairings of experimental and control treatments you would specify
Match.Cols = c("Code","Site.ID","C.Descrip","T.Descrip","SubPrName","SubPrName.Base","M.Year")
and Focal.Col = Out.SubInd
this gives a unique
MID
to observations that have the same control and treatment practices, location, growing season and study. The N.Focal
column of the output
dataset tells you how many unique values of Out.SubInd
are present in each group, and the Focal.List
field in the output data.table
concatenates the unique values in alphabetical order with a - delimiter.