d_density | R Documentation |
Plot the distribution of the IAT D-score or the SC-IAT D.
d_density( data, graph = c("histogram", "density", "violin"), n_bin = 80, col_fill = "royalblue", col_point = "red", include_stats = FALSE )
data |
Dataframe with either class |
graph |
String. Indicates the graphs to display. Default is
|
n_bin |
Numeric. Indicates the number of bins to display. |
col_fill |
String. Indicates the color for filling the bars of the
|
col_point |
String. Indicates the color for the individual scores –each
point – in the violin plot. Default is |
include_stats |
Logical. Indicates whether to add descriptive statistics.
The |
A ggplot object.
# Plotting the IAT D-score data("raw_data") # import data iat_cleandata <- clean_iat(raw_data, sbj_id = "Participant", block_id = "blockcode", mapA_practice = "practice.iat.Milkbad", mapA_test = "test.iat.Milkbad", mapB_practice = "practice.iat.Milkgood", mapB_test = "test.iat.Milkgood", latency_id = "latency", accuracy_id = "correct", trial_id = "trialcode", trial_eliminate = c("reminder", "reminder1"), demo_id = "blockcode", trial_demo = "demo") iat_data <- iat_cleandata[[1]] # calculate D-score iat_dscore <- compute_iat(iat_data, Dscore = "d2") d_density(iat_dscore) # Default graph d_density(iat_dscore, graph = "histogram", n_bin = 30) # Histogram with a different number of bins d_density(iat_dscore, graph = "density") # IAT D-score density plot d_density(iat_dscore, graph = "violin") # IAT D-score violin plot # Plot the SC-IAT D for the first SC-IAT data("raw_data") # load data sciat_data <- clean_sciat(raw_data, sbj_id = "Participant", block_id = "blockcode", latency_id = "latency", accuracy_id = "correct", block_sciat_1 = c("test.sc_dark.Darkbad", "test.sc_dark.Darkgood"), block_sciat_2 = c("test.sc_milk.Milkbad", "test.sc_milk.Milkgood"), trial_id = "trialcode", trial_eliminate = c("reminder", "reminder1")) sciat1 <- sciat_data[[1]] # compute D for the first SC-IAT d_sciat1 <- compute_sciat(sciat1, mappingA = "test.sc_dark.Darkbad", mappingB = "test.sc_dark.Darkgood", non_response = "alert") d_density(d_sciat1, graph = "histogram", include_stats = TRUE) # SC-IAT D histogram with descriptive # statistics
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