blindDataAnova: Suitable for ANOVA: The main function blindDataAnova takes an...

In rjbderooij/blindData_Git: Blind Data

Description

Suitable for ANOVA: The main function blindDataAnova takes an input dataset and offers data blinding techniques to blind the data: (1) AddNoise, (2) AddBias, (3) CreateNew, (4) ScrambleOutcome, and (5) ScramblePredictors.

Usage

blindDataAnova(
  df_original,
  y,
  predictors,
  blinding_method = c("AverageWithNoisePerCase", "AverageWithNoisePerGroup",
    "CenterGroups", "MaskGroups", "ScrambleCells", "ScrambleGroups", "ScrambleOutcome",
    "ScramblePredictors"),
  n_permutations = 6,
  update_labels = TRUE
)

Arguments

df_original	# original dataframe
y	# name of dependent variable
predictors	# name of predictors, for example c("expert", "conflict)
blinding_method	# name of blinding method
n_permutations	# number of requested permuted datasets
update_labels	# if TRUE update labels to BLIND_[abbrevation]_[name]

Examples

blindDataAnova(df_original = df_sim_anova, 
y = "score",
predictors = c("expert", "conflict"),
blinding_method = "AverageWithNoisePerCase"
) 
 

rjbderooij/blindData_Git documentation built on Dec. 20, 2020, 5:17 a.m.