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sam::QuestionableRounding

Module: Hacking Strategies

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#include <HackingStrategy.h>

Inherits from sam::HackingStrategy

Public Classes

Name
struct Parameters

Public Functions

Name
QuestionableRounding() =default
QuestionableRounding(const Parameters & p)
virtual void perform(Experiment * experiment) override
Applies the hacking method on the Experiment.

Public Attributes

Name
Parameters params

Additional inherited members

Public Functions inherited from sam::HackingStrategy

Name
virtual ~HackingStrategy() =0
Pure destructor of the Base class. This is important for proper deconstruction of Derived classes.
HackingStrategy()
void operator()(Experiment * experiment)
float defensibility() const
float prevalence() const
HackingStage stage() const
HackingTarget target() const
std::unique_ptr< HackingStrategy > build(json & hacking_strategy_config)
Factory method for building a HackingStrategy.

Public Attributes inherited from sam::HackingStrategy

Name
sol::state lua
std::optional< float > defensibility_
std::optional< float > prevalence_
HackingStage stage_
HackingTarget target_

Detailed Description

class sam::QuestionableRounding;

QuestionableRounding Hacking Strategy

Questionable rounding strategy mimics the behavior of a researcher who might hack its way to significance by aggressively rounding the pvalue and ignoring everything else.

Public Functions Documentation

function QuestionableRounding

QuestionableRounding() =default

function QuestionableRounding

inline explicit QuestionableRounding(
    const Parameters & p
)

function perform

virtual void perform(
    Experiment * experiment
) override

Applies the hacking method on the Experiment.

Parameters:

Reimplements: sam::HackingStrategy::perform

Checking whether the outcome is significant, if not, we check whether it's close enough to be a hacked, if so, we either set the pvalue to alpha or the difference between pvalue and threshold

Public Attributes Documentation

variable params

Parameters params;

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


Last update: 2021-09-18