Description Usage Arguments Details Value Author(s) References
Fits local log-linear models. Each distinct covariate vector gets its own model. To reduce the number of models, some rounding of continuous covariates is done first.
1 2 3 |
dat |
Capture-recapture data, as output of |
kfrac |
The approximate fraction of the data that is included in the support of the kernel for the local averages. |
models |
A list of models – or an expression that returns a
list of models – to be considered in local model search. The default is |
ic |
The information criterion for selection of local log-linear models. The default, BICpi, appears in Hook and Regal (1997). |
bw |
A single-column matrix with rownames that match the covariate
names in |
averaging |
Logical: Should model averaging be done for each local model? |
cell.adj |
Logical: Whether to adjust the cells as in Evans and Bonett (1994). TRUE by default. |
round.vars |
See |
rounding.scale |
See |
boot.control |
A list of control parameters for bootstrapping the sampling distribution of the estimator(s). By default, there is no bootstrapping. |
The key implementation of the thesis of Kurtz 2013, Carnegie Mellon University
est |
A point estimate of the population size |
llform |
The set of log-linear terms |
dat |
The output of function
|
ess |
The local effective sample sizes that are based on the local averaging weights and used as eta_i in local model selection |
hpi |
The matrix of local averages |
... |
The output is of class
|
Zach Kurtz
Kurtz ZT (2013). "Smooth Post-Stratification for Multiple Capture-Recapture." arXiv preprint arXiv:1302.0890.
Anderson DR and Burnham KP (1999). "Understanding information criteria for selection among capture-recapture or ring recovery models." Bird Study, 46(S1), pp. S14-S21.
Fienberg SE (1972). "The Multiple Recapture Census for Closed Populations and Incomplete $2^k$ Contingency Tables." Biometrika, 59(3), pp. 591.
Evans MA and Bonett DG (1994). "Bias Reduction for Multiple-Recapture Estimators of Closed Population Size." Biometrics, 50(2), pp. 388-395.
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