sam::FabricatingData::Parameters

Module: Parameters of Hacking Strategies

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#include <HackingStrategy.h>

Public Attributes

	Name
HackingMethod	name
std::string	approach
HackingTarget	target
int	n_attempts Number of trials.
int	num Number of observations to be perturbed.
std::optional< UnivariateDistribution >	dist
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::FabricatingData::Parameters;

Fabricating Data Parameters

Example usage:

{
  "name": "FabricatingData",
}

Filename: .json

Public Attributes Documentation

variable name

HackingMethod name = HackingMethod::FabricatingData;

variable approach

std::string approach {"generating"};

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

• generating, perturbing a value
• duplicating, swapping values between groups

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

int num;

Number of observations to be perturbed.

variable dist

std::optional< UnivariateDistribution > dist;

Todo: Check if this is even necessary, I think in most cases, we can probably just use the data_strategy and get over it

Distribution of fabricated data

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};

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

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Last update: 2021-09-18