simuldata {drpop} | R Documentation |
A function to reorder the columns of a data table/matrix/data frame and to change factor variables to numeric.
simuldata(n, l, categorical = FALSE, ep = 0, K = 2)
n |
The size of the population. |
l |
The number of continuous covariates. |
categorical |
A logical value of whether to include a categorical column. |
ep |
A numeric value to change the list probabilities. |
K |
The number of lists. Default value is 2. Maximum value is 3. |
A list of estimates containing the following components:
data |
A dataframe in with |
data_xstar |
A dataframe in with two list capture histories and transformed covariates from a population if true size |
psi0 |
The empirical capture probability for the set-up used. |
pi1 |
The conditional capture probabilities for list 1. |
pi2 |
The conditional capture probabilities for list 2. |
pi3 |
The conditional capture probabilities for list 3 when |
Tilling, K., & Sterne, J. A. (1999). Capture-recapture models including covariate effects. American journal of epidemiology, 149(4), 392-400.
Kennedy, E. H. (2019). Nonparametric causal effects based on incremental propensity score interventions. Journal of the American Statistical Association, 114(526), 645-656.
data = simuldata(n = 1000, l = 2)$data
psi0 = simuldata(n = 10000, l = 2)$psi0