Predict Responses for a List of Calculators, generic

A similar function to predict_mix_response. This is a convenience function that takes a list of lists as input and iteratively applies the elements, which are bootstrapped mixture repsonse calculators, to the columns of the mixture dose matrix. For example, three different clustering approaches can be used for the outer list while each inner list has 50 bootstrapped mixture response estimators. Then the outer list has length 3 and each inner list has length 50.

Usage

predict_mix_response_many(
  n_dose,
  chem_conc_matr,
  bootstrap_calc_list,
  default_entry = 0
)

Arguments

n_dose

number of mixture doses

chem_conc_matr

a matrix where the rows represent the constituent chemicals and the columns represent the dose. The column sum is the mixture dose.

bootstrap_calc_list

a list of lists of boostrapped functions, instances produced by the factory method mix_function_generator

default_entry

a default entry for the methods, with default=0. Can be set to null NA to aid in plotting

Value

A list of matrices where each matrix has dose by column and the bootstrapped response prediction as a row.