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In UPSvarApprox: Approximate the Variance of the Horvitz-Thompson Total Estimator
UPSvarApprox-package R Documentation
UPSvarApprox: Approximate the variance of the Horvitz-Thompson estimator
Description
Variance approximations for the
Horvitz-Thompson total estimator in Unequal Probability Sampling
using only first-order inclusion probabilities.
See Matei and Tillé (2005) and Haziza, Mecatti and Rao (2008) for details.
Variance approximation
The package provides function Var_approx for the approximation of the
Horvitz-Thompson variance, and function approx_var_est for the computation
of approximate variance estimators.
For both functions, different estimators are implemented,
see their documentation for details.
Author(s)
Maintainer: Roberto Sichera rob.sichera@gmail.com
References
Matei, A.; Tillé, Y., 2005. Evaluation of variance approximations and estimators
in maximum entropy sampling with unequal probability and fixed sample size.
Journal of Official Statistics 21 (4), 543-570.
Haziza, D.; Mecatti, F.; Rao, J.N.K. 2008.
Evaluation of some approximate variance estimators under the Rao-Sampford
unequal probability sampling design. Metron LXVI (1), 91-108.
See Also
Useful links:
Report bugs at https://github.com/rhobis/UPSvarApprox/issues
UPSvarApprox documentation built on Aug. 27, 2023, 9:06 a.m.
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| UPSvarApprox-package | R Documentation |
UPSvarApprox: Approximate the variance of the Horvitz-Thompson estimator
Description
Variance approximations for the Horvitz-Thompson total estimator in Unequal Probability Sampling using only first-order inclusion probabilities. See Matei and Tillé (2005) and Haziza, Mecatti and Rao (2008) for details.
Variance approximation
The package provides function Var_approx for the approximation of the
Horvitz-Thompson variance, and function approx_var_est for the computation
of approximate variance estimators.
For both functions, different estimators are implemented,
see their documentation for details.
Author(s)
Maintainer: Roberto Sichera rob.sichera@gmail.com
References
Matei, A.; Tillé, Y., 2005. Evaluation of variance approximations and estimators in maximum entropy sampling with unequal probability and fixed sample size. Journal of Official Statistics 21 (4), 543-570.
Haziza, D.; Mecatti, F.; Rao, J.N.K. 2008. Evaluation of some approximate variance estimators under the Rao-Sampford unequal probability sampling design. Metron LXVI (1), 91-108.
See Also
Useful links:
Report bugs at https://github.com/rhobis/UPSvarApprox/issues
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.
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