Simulator.RunningExample: Simulator.RunningExample
In frbl/OnlineSuperLearner: Online SuperLearner package
Description
Usage
Format
Methods
Description
The running example from the paper simulation: if and with how much a binary
treatment (antidepressant usage) attributes to changes in depression. We
use a normalized hypothetical set of sum scores of the Inventory
of DepressiveSymptomatology (IDS) questionnaire with a possible range
of 0-100. Anti-depressant usage is a binary variable sampled from a
binomial distribution.
Variables:
w1 gender 0/1
w2 quality of sleep 0/1
w3 level of activity (PAL value) between 1.4 and 2.4
A antidepressant = 1 no antdepressant = 0
Y IDS (Inventory of Depressive Symptomatology)
Block time block
Patient id patient identification
Y_Y influence of Y on Y in the next block
Y_A influence of Y on A in the next block
Y_w2 influence of Y on w2 in the next blok
Usage
1
Format
An object of class R6ClassGenerator of length 24.
Methods
new()-
Starts a new simulator.
simulateWAY(numberOfBlocks, qw, ga, Qy, intervention, verbose)-
Runs the simulation using the parameters provided.
frbl/OnlineSuperLearner documentation built on Feb. 9, 2020, 9:28 p.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Format Methods
Description
The running example from the paper simulation: if and with how much a binary treatment (antidepressant usage) attributes to changes in depression. We use a normalized hypothetical set of sum scores of the Inventory of DepressiveSymptomatology (IDS) questionnaire with a possible range of 0-100. Anti-depressant usage is a binary variable sampled from a binomial distribution. Variables: w1 gender 0/1 w2 quality of sleep 0/1 w3 level of activity (PAL value) between 1.4 and 2.4 A antidepressant = 1 no antdepressant = 0 Y IDS (Inventory of Depressive Symptomatology) Block time block Patient id patient identification Y_Y influence of Y on Y in the next block Y_A influence of Y on A in the next block Y_w2 influence of Y on w2 in the next blok
Usage
1 |
Format
An object of class R6ClassGenerator of length 24.
Methods
new()-
Starts a new simulator.
simulateWAY(numberOfBlocks, qw, ga, Qy, intervention, verbose)-
Runs the simulation using the parameters provided.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.