ComputeEntryWisePerturbationExpectation {PressPurt}

Compute Entry Wise Perturbation Expectation

Description

This function computes the expected number of sign switches from perturbing each entry individually. Run after PreprocessMatrix().

Usage

ComputeEntryWisePerturbationExpectation(
  input_folder = NULL,
  PreProsMatrix = NULL,
  prefix = NULL,
  distribution_type = "truncnorm",
  input_a = 0,
  input_b = -2,
  threads = 1
)

Arguments

input_folder

Input folder. The location of the files created by PreprocessMatrix if you specified an output_folder. If this option is specified, this is also where the num switch array will be saved. Must specify an input_folder OR PreProsMatrix. Default: NULL

PreProsMatrix

Object where the PreprocessMatrix output was saved. Must specify an input_folder OR PreProsMatrix. Default: NULL

prefix

Prefix of output files, if you so choose.

distribution_type

Kind of distribution to use. Valid choices are: truncnorm, uniform, trunc_lognorm, beta. Default: “truncnorm”

input_a

First parameter to the distribution you choose. For truncnorm, this is the mean. Default: 0

input_b

First parameter to the distribution you choose. For truncnorm, this is the variance. Using a negative value indicates you want the standard deviation to be the length of the interval divided by the absolute value of the input parameter. Default: -2

threads

Number of threads to use. Default: 1

Value

If an input folder is specified the objects will be saved to that folder. If the PreProsMatrix object is specified, an R list object with the following: original_matrix, matrix_size, column_names, row_names, non_zero, num_switch_functions, asymptotic_stability_start, asymptotic_stability_end, num_switch_funcs_r, distributions, expected_num_switch, distributions_object

Examples

## Not run: 
# Set input file
infile <- system.file("extdata", "Modules", "IGP.csv", 
    package = "PressPurt")
# Preprocess the matrix
PreProsMatrix <- PreprocessMatrix(input_file = infile, 
    output_folder = NULL, max_bound = 10, threads = 2)
# Run ComputeEntryWisePerturbationExpectation
Entrywise <- ComputeEntryWisePerturbationExpectation(PreProsMatrix = PreProsMatrix,
    distribution_type = "truncnorm", 
    input_a = 0, input_b = -2, threads = 1)

## End(Not run)