Simulation of Linear Models for ANOVA vs. Regression Comparison
This function simulates a number of bivariate data sets in which there are replicates at each level of the predictor. The p-values for ANOVA and for the regression slope are compared.
simulateLinear(sd=2, npoints=5, nrep=4, nsets=200, type="xy", seed=21)
sd |
The error standard deviation |
npoints |
Number of distinct predictor levels |
nrep |
Number of replications at each level |
nsets |
Number of simulation runs |
type |
Type of data |
seed |
Random Number generator seed |
The proportion of regression p-values that are less than the ANOVA p-values is printed
J.H. Maindonald
simulateLinear()
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