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perform experiments code

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reubenthomas 2021-02-23 11:54:00 -08:00
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intro-experimental-design/DoExperiments.R Normal file
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rm(list = ls())
setwd("~/Dropbox (Gladstone)/Bioinformatics/Training_Workshops/Gladstone-internal/Introduction to statistics and experimental design - Feb 2021")
source("SImulateData.R")
##do experiment comparing expression of gene between E9.5 and E11.5
PerformAssayGeneExpression(NsamplesPerTime = 10)
##Two models for expression of gene at E9_5: Gamma and Normal
AssayExpression_E9_5_two_models(NsamplesPerTime = 4)
##Repeat the experiment Nsim times to estimate mean gene expression at E9_5 under the two models of
##data generating distribution
Repeat_AssayExpression_E9_5_two_models(NsamplesPerTime = 10, Nrepeat = 10000)