liSim {skipTrack} | R Documentation |
Simulate user tracked menstrual cycle data for an individual using the li model.
Description
This function generates synthetic data for user tracked menstrual cycles for a single individual using the li model. For this model Beta0 = log(30), and Gamma0 doesn't really make sense.
Usage
liSim(i, skipProb, maxCycles, trueBetas, trueGammas = NULL)
Arguments
i |
Individual identifier. Character, numeric or integer. |
skipProb |
Vector, ignored for this model. |
maxCycles |
Integer, Maximum possible number of true cycles per tracked cycle. |
trueBetas |
Optional. True values for generated mean regression coefficients. |
trueGammas |
NULL, left for consistency. Will throw error if specified. |
Value
- 'Individual'
Individual identifiers.
- 'TrackedCycles'
Tracked cycles.
- 'NumTrue'
Number of true values.
- 'SkipProb'
Individual's probability of skipping tracking a cycle
- 'Mean'
Individual's mean values.
- 'Beta0'
Beta0 true value.
- 'Gamma0
NA
- 'Z0'
1
- 'X0',...,'XN'
Covariate matrix for Mean, where N is the length of trueBetas.
See Also
[Package skipTrack version 0.1.0 Index]