bootstrap_weights: Bootstrap with Adjusted Weights
In bootstrapFP: Bootstrap Algorithms for Finite Population Inference
bootstrap_weights R Documentation
Bootstrap with Adjusted Weights
Description
Compute bootstrap estimates according to Bootstrap Weights procedures by
Rao et Al. (1992) and Chipperfield and Preston (2007).
Usage
bootstrap_weights(ys, N, B, method = c("RaoWuYue", "ChipperfieldPreston"))
Arguments
ys
values of the variable of interest for the original sample
N
scalar, representing the population size
B
integer scalar, number of bootstrap resamples to draw from the pseudo-population
method
a string indicating the bootstrap method to be used;
available methods are "RaoWuYue" and "ChipperfieldPreston".
Value
a list of two elements, a vector of K average bootstrap totals and
a vector of K variance estimates.
References
Rao J. N. K.; Wu C. F. J.; Yue K. (1992). Some recent work on resampling methods
for complex surveys. Journal of the American Statistical Association, 83(401), 620-630.
Chipperfield J.; Preston J. (2007).Efficient bootstrap for business surveys.
Survey Methodology, 33(2), 167-172.
bootstrapFP documentation built on July 4, 2024, 1:10 a.m.
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| bootstrap_weights | R Documentation |
Bootstrap with Adjusted Weights
Description
Compute bootstrap estimates according to Bootstrap Weights procedures by Rao et Al. (1992) and Chipperfield and Preston (2007).
Usage
bootstrap_weights(ys, N, B, method = c("RaoWuYue", "ChipperfieldPreston"))
Arguments
ys |
values of the variable of interest for the original sample |
N |
scalar, representing the population size |
B |
integer scalar, number of bootstrap resamples to draw from the pseudo-population |
method |
a string indicating the bootstrap method to be used; available methods are "RaoWuYue" and "ChipperfieldPreston". |
Value
a list of two elements, a vector of K average bootstrap totals and a vector of K variance estimates.
References
Rao J. N. K.; Wu C. F. J.; Yue K. (1992). Some recent work on resampling methods for complex surveys. Journal of the American Statistical Association, 83(401), 620-630.
Chipperfield J.; Preston J. (2007).Efficient bootstrap for business surveys. Survey Methodology, 33(2), 167-172.
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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