How can I extract impulse model parameters?
nicolerg opened this issue · 1 comments
nicolerg commented
Hello, I am having some trouble extracting the fitted impulse model parameters (beta, h0, h1, h2, t1, t2) from the ImpulseDE2Object. names(ImpulseDE2Object)
only gives me "dfImpulseDE2Results", "vecDEGenes"
, not "lsModelFits"
. ImpulseDE2::fitModels(ImpulseDE2Object)
gives me Error: 'fitModels' is not an exported object from 'namespace:ImpulseDE2'
. I have no trouble getting the model parameters with the earlier ImpulseDE
package. I am using ImpulseDE2 v1.8. Here is the command I used:
impulse_results = runImpulseDE2(matCountData = counts_round,
dfAnnotation = annot,
boolCaseCtrl = FALSE,
vecConfounders = NULL,
scaNProc = 14,
scaQThres = 0.05,
boolIdentifyTransients = TRUE,
boolVerbose = TRUE)
Am I doing something wrong? Thanks in advance!
nicolerg commented
I was able to use this workaround:
fit = get_lsModelFits(obj=impulse_results)
params_list = list()
for (gene in names(fit$case)){
fit_params = data.table(t(fit$case[[gene]]$lsImpulseFit$vecImpulseParam))
fit_params[,ENSEMBL := gene]
params_list[[gene]] = fit_params
}
all_params = rbindlist(params_list)
It might be helpful if get_lsModelFits()
was more clearly added to the documentation.