pcApprox: Approximating data with principal components

In loublanpain/BMI585FinalProjectLouBlanpain: What the Package Does (One Line, Title Case)

Description

Takes in a tibble or data frame of observations (rows) of several numeric variables (columns), and return an approximation of the data using a given number of first principal components.

Usage

pcApprox(x, npc)

Arguments

x	A tibble or data frame containing the data to be approximated.
npc	The numbers of first principal components to use when approximating the data.

Value

Approximated data with the first npc principal components.

Examples

data=read.csv('https://jlucasmckay.bmi.emory.edu/global/bmi585/heart.csv')
data=data[,c('Age','RestBP','Chol','MaxHR','Oldpeak')]
pcApprox(data,3)

loublanpain/BMI585FinalProjectLouBlanpain documentation built on Dec. 21, 2021, 11:49 a.m.