Simulations of grouped responses relative to baseline.

Documentation for package ‘PsumtSim’ version 0.4

PsumtSim-package	Simulations of grouped responses relative to baseline.
calcNumRejects	Calculate number of cases rejected for repeated simulation of Poisson background and responses grouped into categories.
catEffectBootAdaptor	Adaptor for testing category effects in simulations using the boot package and function.
compExclusionFraction	Compute fraction of cells with category selective response which are excluded by pre-testing.
compPowerCatSelectivity	Compute number of simulated neurons with a significant effect of category using a bootstrapped F-ratio test.
compPowerGeneralRespDetection	Compute power to detect differences from background where all categories differ from background.
compPowerRespDetection	Compute power to detect differences from background where some categories differ from background.
compRejectionFraction	Compute rejection fraction for sequential tests.
PsumtSim	Simulations of grouped responses relative to baseline.
simCatResp	Simulates Poisson distributed responses to stimuli.
simNormCatResp	Simulates normally distributed responses to stimuli.
testCatEffectBoot	Test for an effect of category using bootstrapping.