myboot: Bootstrap Function

In leahpom/F2020Projt3LP: Project 3

Description

Bootstrap Function

Usage

myboot(iter, df, alpha = 0.05)

Arguments

iter	# number of iterations for the bootstrap
df	# data grame with first column response, other columns are relevant independent variables
alpha	# significance level

Value

Summary statistics for the bootstrapped betas

Histograms of the bootstrapped betas

Confidence intervals for the boostrapped betas

Classical MLR method point estimates

Classical MLR confidence interval estimates based on alpha

Examples

y <- rnorm(100, 0, 1)
x1 <- rnorm(100, 1, 2)
x2 <- rnorm(100, 2, 3)
data <- cbind(y, x1, x2)
data <- data.frame(data)
myboot(iter=1000, df=data)

leahpom/F2020Projt3LP documentation built on Jan. 1, 2021, 8:17 a.m.