Learn R Programming

PsumtSim (version 0.4)

Simulations of grouped responses relative to baseline.

Description

Functions to simulate Poisson or Normally distributed responses relative to a baseline and compute achieved significance level and powers for tests on the simulated responses.

Copy Link

Version

Install

install.packages('PsumtSim')

Monthly Downloads

7

Version

0.4

License

GPL (>= 3)

Maintainer

Peter Steinmetz

Last Published

October 1st, 2013

Functions in PsumtSim (0.4)

simCatResp

Simulates Poisson distributed responses to stimuli.
calcNumRejects

Calculate number of cases rejected for repeated simulation of Poisson background and responses grouped into categories.
testCatEffectBoot

Test for an effect of category using bootstrapping.
PsumtSim-package

Simulations of grouped responses relative to baseline.
compRejectionFraction

Compute rejection fraction for sequential tests.
compPowerRespDetection

Compute power to detect differences from background where some categories differ from background.
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.
simNormCatResp

Simulates normally distributed responses to stimuli.
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.