ScoreTable: Create a ScoreTable

In StatisMike/stenR: Standardization of Raw Discrete Questionnaire Scores

Create a ScoreTable

Description

Creates a table to calculate scores in specified standardized scale for each discrete raw score. Uses normalization provided by FrequencyTable() and scale definition created with StandardScale().

After creation it can be used to normalize and standardize raw scores with normalize_score() or normalize_scores_df().

plot.ScoreTable() method requires ggplot2 package to be installed.

Usage

ScoreTable(ft, scale)

## S3 method for class 'ScoreTable'
print(x, ...)

## S3 method for class 'ScoreTable'
plot(x, scale_name = NULL, ...)

Arguments

ft	a FrequencyTable object
scale	a StandardScale object or list of multiple StandardScale objects
x	a ScoreTable object
...	further arguments passed to or from other methods
scale_name	if scores for multiple scales available, provide the name of the scale for plotting.

Value

object of class ScoreTable. Consists of:

• table: data.frame containing for each point in the raw score:

  • number of observations (n),

  • frequency in sample (freq),

  • quantile (quan),

  • normalized Z-score (Z),

  • score transformed to every of provided StandardScales

• status: list containing the total number of simulated observations (n) and information about raw scores range completion (range): complete or incomplete

• scale: named list of all attached StandardScale objects \

Examples

# firstly compute FrequencyTable for a variable
ft <- FrequencyTable(HEXACO_60$HEX_A)

# then create a ScoreTable
st <- ScoreTable(ft, STEN)

# ScoreTable is ready to use!
st

StatisMike/stenR documentation built on Aug. 20, 2022, 9:30 a.m.