CVcalc3 | R Documentation |
Compute the coefficient of variation of an estimated total in a three-stage design. Primary sampling units (PSUs) can be selected either with probability proportional to size (pps) or with equal probability. Secondary units and elements within SSUs are selected via simple random sampling (srs).
CVcalc3(V=NULL, m=NULL , nbar=NULL, qbar=NULL, k1=1, k2=1, delta1=NULL, delta2=NULL, Bsq=NULL, Wsq=NULL, W2sq=NULL, W3sq=NULL)
V |
unit relvariance of analysis variable in the population |
m |
number of sample PSUs |
nbar |
number of sample secondary units per PSU |
qbar |
number of sample elements per SSU |
k1 |
ratio of B^2 + W^2 to V. Default value is 1. |
k2 |
ratio of W_{2}^{2} + W_{3}^{2} to V. Default value is 1. |
delta1 |
measure of homogeneity between PSUs equal to B^2/(B^2 + W^2) |
delta2 |
measure of homogeneity between SSUs within PSUs, equal to W_{2}^{2}/(W_{2}^{2} + W_{3}^{2}) |
Bsq |
unit relvariance of PSU totals, equal to population variance of totals divided by \bar{t}_{U}^2 |
Wsq |
within PSU relvariance of elements |
W2sq |
unit SSU relvariance |
W3sq |
unit element relvariance |
CVcalc3
computes the coefficient of variation of an estimated total for a three-stage sample. PSUs can be selected either with varying probabilities
and with replacement or with equal probabilities and with replacement. SSUs and elements within SSUs are selected by simple random sampling.
The CV formula is appropriate for approximating the relvariance of the probability-with-replacement (pwr)-estimator of a total when
the same number of SSUs is selected in each PSU and the same number of elements is selected within each sample SSU. See Sect. 9.2.4 of Valliant, Dever, and Kreuter (2018) for details of formulas.
Value of the coefficient of variation of an estimated total
Richard Valliant, Jill A. Dever, Frauke Kreuter
Cochran, W.G. (1977, pp.308-310). Sampling Techniques. New York: John Wiley & Sons.
Saerndal, C.E., Swensson, B., and Wretman, J. (1992). Model Assisted Survey Sampling. New York: Springer.
Valliant, R., Dever, J., Kreuter, F. (2018, sect. 9.2.4). Practical Tools for Designing and Weighting Survey Samples, 2nd edition. New York: Springer.
CVcalc3
CVcalc3(V=1, m=20 , nbar=5, qbar=10, delta1=0.02, delta2=0.10) CVcalc3(V=1, m=20 , nbar=5, qbar=10, delta1=0.02, delta2=0.09) CVcalc3(V=2, m=20 , nbar=5, qbar=10, k1=5, k2=10, Bsq=1, Wsq=9, W2sq=2 , W3sq=18 )
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.