sam::LinearModelStrategy¶
Module: Data Strategies
Linear Model Data Strategy.
#include <DataStrategy.h>
Inherits from sam::DataStrategy
Public Classes¶
| Name | |
|---|---|
| struct | Parameters Parameters of LinearModelStrategy. |
Public Functions¶
| Name | |
|---|---|
| LinearModelStrategy() =default | |
| LinearModelStrategy(const Parameters p) | |
| virtual void | genData(Experiment * experiment) override Generates data based on the selected DataModel. |
| virtual std::vector< arma::Row< float > > | genNewObservationsForAllGroups(Experiment * experiment, int n_new_obs) override Generates n_new_obs new observations for each group. |
Additional inherited members¶
Public Types inherited from sam::DataStrategy
| Name | |
|---|---|
| enum | DataModel |
Public Functions inherited from sam::DataStrategy
| Name | |
|---|---|
| std::unique_ptr< DataStrategy > | build(json & data_strategy_config) DataStrategy Factory Method. |
| virtual | ~DataStrategy() =0 Pure destructors of the DataStrategy abstract class. |
Public Functions Documentation¶
function LinearModelStrategy¶
LinearModelStrategy() =default
function LinearModelStrategy¶
inline explicit LinearModelStrategy(
const Parameters p
)
function genData¶
virtual void genData(
Experiment * experiment
) override
Generates data based on the selected DataModel.
Parameters:
- experiment A pointer to an Experiment object
Reimplements: sam::DataStrategy::genData
Populates the experiment->groups_->measurements with data based on the parameters specified in setup.
Generates the samples
Generate the error terms if specified
This is ugly but it should work
function genNewObservationsForAllGroups¶
virtual std::vector< arma::Row< float > > genNewObservationsForAllGroups(
Experiment * experiment,
int n_new_obs
) override
Generates n_new_obs new observations for each group.
Parameters:
- experiment The pointer to the current experiment
- n_new_obs The number of new observations to be generated
Return: An array of new observations
Reimplements: sam::DataStrategy::genNewObservationsForAllGroups
Updated on 29 June 2021 at 16:13:47 CEST
Last update: 2021-09-18