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Showing results 1 to 10 of 57.


Function get.wt [IGM.MEA v0.3.4.1]
keywords
treatment
title
Get WT
description
Extracts all treatments/genotypes and allows user to choose single treatment as wild type/reference for downstream analyses
Function TR [ITRSelect v1.0-1]
keywords
Individualized treatment regime
title
Individualized treatment regime based on PAL or SAS.
description
Recommend individualized treatment regime for future patients, based on the penalized A-learning method, or sequential advantage selection method.
Function TR [ITRLearn v1.0-1]
keywords
Individualized treatment regime
title
Individualized treatment regime based on MPL.
description
Recommend individualized treatment regime for future patients, based on the maximin projection learning method.
Function etregrob [ssmrob v0.8]
keywords
Endogenous treatment
title
Robust Fit of Endogenous Treatment Model
description
Fits the endogenous treatment model using a robust two-stage estimator
Function fourhr [PWEALL v1.3.0]
keywords
treatment crossover
title
A utility functon
description
This will calculate the more complex integration
Function pwefvplus [PWEALL v1.3.0]
keywords
treatment crossover
title
A utility functon
description
This will calculate the more complex integration accounting for crossover
Function count_occurrences [minMSE v0.3.1]
keywords
treatment
title
Count of Equal Treatment Vectors
description
Checks if the treatment vector given as argument already exists in the dataframe, i.e., has been produced by one or more earlier iteration(s).
Function swap_treatment [minMSE v0.3.1]
keywords
treatment
title
Swap Treatment
description
Scrambles the elements of the vector and swaps a predefined number of elements. Afterwards, the vector is ordered according to the original ordering and returned.
Function swap_treatment.optim [minMSE v0.3.1]
keywords
treatment
title
Swap Treatment (using optim)
description
This function calls swap_treatment, but since optim requires fn and gr to have the same parameters, it has an additional one.
Function sample_with_prev_treatment [minMSE v0.3.1]
keywords
treatment
title
Sample Under Consideration of an Already Treated Subset of Units
description
Given a previous treatment assignment vector for a subset of all observations that treatment assigment is desired for, the function computes a treatment assignment vector for which the previously assigned units are not changed. At a later step, the previously assigned units are also taken into consideration for computation of the score value, the min MSE function, to achieve balanced treatment groups.