sam::FalsifyingData::Parameters¶

Module: Parameters of Hacking Strategies

#include <HackingStrategy.h>

Public Attributes¶

	Name
HackingMethod	name
std::string	approach
std::string	switching_direction
std::string	selection_method
HackingTarget	target
int	n_attempts Number of trials.
size_t	num Number of observations to be perturbed.
std::optional< UnivariateDistribution >	noise_dist Distribution of noise.
std::vector< std::string >	stopping_cond_defs Stopping condition PolicyChain definitions.
std::optional< float >	defensibility The defensibility factor of the strategy.
std::optional< float >	prevalence The prevalence factor of the strategy.
HackingStage	stage

Detailed Description¶

struct sam::FalsifyingData::Parameters;

Falsifying Data Parameters

Example usage:

{
  "name": "FalsifyingData",
}

Filename: .json

Public Attributes Documentation¶

variable name¶

HackingMethod name = HackingMethod::FalsifyingData;

variable approach¶

std::string approach {"perturbation"};

Falsification approach. We've discussed two possible way of doing this

perturbation, perturbing a value
group swapping, swapping values between groups
group switching, moving values between groups

variable switching_direction¶

std::string switching_direction {"control-to-treatment"};

Switching direction

control-to-treatment
treatment-to-control

variable selection_method¶

std::string selection_method {"random"};

Swapping Method

random
smart

variable target¶

HackingTarget target {HackingTarget::Both};

Indicates which outcome variables are going to be targeted,

control
treatment
both

variable n_attempts¶

int n_attempts {1};

Number of trials.

Todo: To be implemented

Indicates a set of rule that is going to be used to select the target group

variable num¶

size_t num;

Number of observations to be perturbed.

variable noise_dist¶

std::optional< UnivariateDistribution > noise_dist = [makeUnivariateDistribution](/doxygen/Files/_distributions_8h/#function-makeunivariatedistribution)({
      {"dist", "normal_distribution"},
      {"mean", 0},
      {"stddev", 1}
    });

Distribution of noise.

variable stopping_cond_defs¶

std::vector< std::string > stopping_cond_defs;

Stopping condition PolicyChain definitions.

variable defensibility¶

std::optional< float > defensibility;

The defensibility factor of the strategy.

variable prevalence¶

std::optional< float > prevalence;

The prevalence factor of the strategy.

variable stage¶

HackingStage stage {HackingStage::PostProcessing};

Updated on 29 June 2021 at 16:13:47 CEST

Last update: 2021-09-18