nullTest: Simulation based test for null-hypothesis, H0:theta=0

In dirmult: Estimation in Dirichlet-Multinomial Distribution

Simulation based test for null-hypothesis, H0:theta=0

Description

Simulates data sets under the null-hypothesis, H_0: theta=0. This corresponds to an ordinary multinomial model without any overdispersion. Based on the returned data frame simulated p-values may be computed.

Usage

nullTest(data, m=1000, prec=6)

Arguments

data	A matrix or table with counts. Rows represent subpopulations and columns the different categories of the data. Zero rows or columns are automaticly removed.
m	Number of simulated data tables.
prec	The tolerance of the iterations. Corresponds to epsilon=1e-prec in dirmult.

Value

Returns a data frame with theta estimates and log-likelihood values.

See Also

dirmult

Examples

data(us)
## Not run: nullTest(us[[1]],m=50)

dirmult documentation built on March 21, 2022, 5:05 p.m.