create_desc_attributes: Generate Descriptive Temporal Attributes

In unmnn/evoxploit: Augment Evolution Features to a Longitudinal Study Dataset

Description

Generates descriptive temporal attributes, e.g. the mean and mode of an attribute over all waves.

Usage

create_desc_attributes(df, suffix, verbose = FALSE)

Arguments

df	A data frame.
suffix	A string indicating the start of the wave index suffix.
verbose	Whether or not to show some diagnostic messages. Defaults to FALSE.

Value

A data frame with the following columns for each attribute a in df:

• a_desc_att_mean: The mean of a over all waves. For numeric attributes only.

• a_desc_att_sd: The st. deviation of a over all waves. For numeric attributes only. #'

• a_desc_att_median: The median of a over all waves. For numeric attributes only.

• a_desc_att_mode: The mode of a over all waves.

• a_desc_att_min: The minimum of a over all waves. For numeric attributes only.

• a_desc_att_max: The maximum of a over all waves. For numeric attributes only.

See Also

create_CBMS15_attributes, create_IDA14_attributes

unmnn/evoxploit documentation built on Oct. 28, 2020, 12:24 p.m.