kurtosisDS2: Calculates the kurtosis of a numeric variable
In dsBase: 'DataSHIELD' Server Site Base Functions

kurtosisDS2

R Documentation

Calculates the kurtosis of a numeric variable

Description

This function calculates summary statistics that are returned to the client-side and used for the estimation of the combined kurtosis of a numeric variable across all studies.

Usage

kurtosisDS2(x, global.mean)

Arguments

`x`	a string character, the name of a numeric variable.
`global.mean`	a numeric, the combined mean of the input variable across all studies.

Details

The function calculates the sum of squared differences between the values of x and the global mean of x across all studies, the sum of quatric differences between the values of x and the global mean of x across all studies and the number of valid observations of the input variable x.

Value

a list including the sum of quartic differences between the values of x and the global mean of x across all studies, the sum of squared differences between the values of x and the global mean of x across all studies, the number of valid observations (i.e. the length of x after excluding missing values), and a validity message indicating indicating a valid analysis if the number of valid observations are above the protection filter nfilter.tab or invalid analysis otherwise.