umx_merge_randomized_columns: umx_merge_randomized_columns

In umx: Structural Equation Modeling and Twin Modeling in R

umx_merge_randomized_columns

Description

umx_merge_randomized_columns is designed to merge data where subjects have been randomized to conditions, so they have a value in one column, and NA in the other condition columns.

It returns a new column of merged scores, and a new column of associated conditions.

Usage

umx_merge_randomized_columns(
  colNames,
  df,
  levels = colNames,
  newVarName = "score",
  newCondName = "condition",
  as.factor = FALSE
)

Arguments

colNames	Names of the columns containing the condition data.
df	The data frame
levels	optional names for the levels of condition (default = colNames).
newVarName	Name for the new column holding the newVarName (default "score").
newCondName	Name for the new column holding the condition (default "condition").
as.factor	Turn condition into a factor? (FALSE)

Value

• df with new cols

See Also

• umx_long2wide(), prolific_check_ID(), prolific_read_demog(), prolific_anonymize()

Other Data Functions: noNAs(), prolific_anonymize(), prolific_check_ID(), prolific_read_demog(), umx, umxFactor(), umxHetCor(), umx_as_numeric(), umx_cont_2_quantiles(), umx_lower2full(), umx_make_MR_data(), umx_make_TwinData(), umx_make_fake_data(), umx_make_raw_from_cov(), umx_polychoric(), umx_polypairwise(), umx_polytriowise(), umx_read_lower(), umx_rename(), umx_reorder(), umx_score_scale(), umx_select_valid(), umx_stack(), umx_strings2numeric()

Examples

## Not run: 
fp = "~/Desktop/Political Ideology_September 13, 2022_10.47.xlsx"
df = readxl::read_excel(fp)
df = df[c(-1,-2), ] # delete temp data and question text
df = data.frame(df)
namez(df, "ris", coll = "vec") # c('RiskAversionNoLotter', 'RiskAversionLottery')
colNames= c('RiskAversionNoLotter', 'RiskAversionLottery')
df = umx_as_numeric(df, colNames, force=TRUE)
tmp = umx_merge_randomized_columns(colNames, df); table(tmp$condition)
tmp = umx_merge_randomized_columns(colNames, df, 
	levels = c("treatment", "control")); table(tmp$condition)

## End(Not run)

umx documentation built on Nov. 5, 2025, 5:26 p.m.