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LearnBayes (version 2.15.2)

blinregpred: Simulates values of predicted response for linear regression model

Description

Simulates draws of the predictive distribution of a future response for a linear regression model with a noninformative prior

Usage

blinregpred(X1,theta.sample)

Value

matrix where a column corresponds to the simulated draws of the predicted response for a given covariate set

Arguments

X1

matrix where each row corresponds to a covariate set

theta.sample

list with components beta, matrix of simulated draws of regression vector, and sigma, vector of simulated draws of sampling error standard deviation

Author

Jim Albert

Examples

Run this code
chirps=c(20,16.0,19.8,18.4,17.1,15.5,14.7,17.1,15.4,16.2,15,17.2,16,17,14.1)
temp=c(88.6,71.6,93.3,84.3,80.6,75.2,69.7,82,69.4,83.3,78.6,82.6,80.6,83.5,76.3)
X=cbind(1,chirps)
m=1000
theta.sample=blinreg(temp,X,m)
covset1=c(1,15)
covset2=c(1,20)
X1=rbind(covset1,covset2)
blinregpred(X1,theta.sample)

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