target::Target< T > Class Template Reference

#include <target.hpp>

Inheritance diagram for target::Target< T >:

Public Member Functions
	Target ()
	Constructor.
	Target (const arma::Col< T > &y, const arma::Mat< T > &a, const arma::Mat< T > &x1, const arma::Mat< T > &x2, const arma::Mat< T > &x3, const arma::Col< T > &parameter, const arma::Col< T > &weights)
	Target class constructur. More...
	Target (const arma::Col< T > &y, const arma::Mat< T > &a, const arma::Mat< T > &x1, const arma::Mat< T > &x2, const arma::Col< T > &parameter, const arma::Col< T > &weights)
	Target (const arma::Col< T > &y, const arma::Mat< T > &a, const arma::Mat< T > &x1, const arma::Mat< T > &x2, const arma::Mat< T > &x3, const arma::Col< T > &parameter)
	Target (const arma::Col< T > &y, const arma::Mat< T > &a, const arma::Mat< T > &x1, const arma::Mat< T > &x2, const arma::Col< T > &parameter)
void	weights (const arma::Col< T > &weights)
arma::Col< T >	weights ()
arma::Col< T >	A ()
arma::Col< T >	Y ()
arma::Mat< T >	X1 ()
arma::Mat< T >	X2 ()
arma::Mat< T >	X3 ()
void	update_data (const arma::Col< T > &y, const arma::Mat< T > &a, const arma::Mat< T > &x1, const arma::Mat< T > &x2, const arma::Mat< T > &x3)
virtual void	calculate (bool target=true, bool nuisance=true, bool propensity=false)
void	update_par (const arma::Col< T > &parameter)
	update_par - More...

Public Attributes
arma::Col< T >	alpha
arma::Col< T >	beta
arma::Col< T >	gamma

Protected Attributes
arma::Col< T >	nuisance
arma::Col< T >	target
arma::Col< T >	propensity
arma::Col< T >	_response
arma::Mat< T >	_exposure
arma::Mat< T >	_x1
arma::Mat< T >	_x2
arma::Mat< T >	_x3
arma::Col< T >	_weights

Detailed Description

template<class T>
class target::Target< T >

Abstract class for Targeted Learning problems

Definition at line 19 of file target.hpp.

Constructor & Destructor Documentation

template<typename T>

target::Target< T >::Target	(	const arma::Col< T > &	y,
		const arma::Mat< T > &	a,
		const arma::Mat< T > &	x1,
		const arma::Mat< T > &	x2,
		const arma::Mat< T > &	x3,
		const arma::Col< T > &	parameter,
		const arma::Col< T > &	weights
	)

Target class constructur.

Parameters

y	- Response vector
a	- Exposure/treatment vector
x1	- Design matrix for target model
x2	- Design matrix for nuisance model
x3	- Design matrix for exposure propensity
parameter	- Parameter vector (order: target, nuisance, and optionally propensity)
weights	- Optional weights

Returns

Target class

Definition at line 34 of file target.cpp.

Member Function Documentation

template<typename T>

void target::Target< T >::update_par

(

const arma::Col< T > &

parameter

)

update_par -

Parameters

parameter

- Description of parameter

Definition at line 51 of file target.cpp.

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The documentation for this class was generated from the following files:

• target.hpp
• target.cpp