cluster_profiles: K-means Clustering of OUtcome on Exposure profiles

In hughesevoanth/glsmr: GAM and linear stratified observational and MR estimates of exposure on outcome

K-means Clustering of OUtcome on Exposure profiles

Description

This function takes a matrix of outcome on exposure predicted values and performs a kmeans clustering to aid in identifying similar profiles

Usage

cluster_profiles(wdata, center = TRUE, scale = TRUE, k_count = 20)

Arguments

wdata

a data frame of predicted exposure values, such as those derived from the function gam_predict()

Value

a list of kmeans values, and plots

Examples

cluster_profiles()

hughesevoanth/glsmr documentation built on May 14, 2023, 3:41 p.m.