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0 votes
0 answers
13 views

Do replicate weight, when the are available, supersede all the design-based procedures and analysis?

If the agency that conducted a survey and releases micro data at the individual or household level also supplies replicate weights for that sample, do these weights completely supercede any need or ...
andrewH's user avatar
  • 3,157
0 votes
0 answers
36 views

Is it appropriate to pre-stratify and post-stratify along different delineations of the same variables in a single survey?

I am working in the context of opt-in, web-based surveys. Often the desire is for accurate population estimates, and often at a country-wide level. The standard approach at this organization is to ...
spathartic's user avatar
3 votes
1 answer
2k views

Computing standard errors when using stratified sampling

I am trying to understand the following formula for the standard error of the population mean as estimated through stratified sampling. On the CRAN site, the formula given is $$ S_{\bar{x}_{\textit{...
ted's user avatar
  • 741
2 votes
1 answer
89 views

How to update survey weights after fixing strata membership/assignments?

Imagine we conduct a survey using stratified sampling, and after the survey closes, we find out that we had misclassified some of the respondents. They actually belong to different strata than we had ...
jdcrossval's user avatar
1 vote
1 answer
67 views

Sample Size determination at coutry level or states levels

A country is stratified into states. A researchers wants to carry out a survey with a main requirement of state level data representation. I wonder if sample size should be determine using country ...
MYaseen208's user avatar
  • 2,729
2 votes
0 answers
134 views

How to determine sample weights, when the prevalence in the population is based on percentages

The central question is: How to do I determine the weights, when prevalence in the population is expressed as percentages? I have posted this related question on Stack Overflow: According to the ...
Tom's user avatar
  • 528
1 vote
0 answers
133 views

Benefit of scaling survey design weights

In the european social survey the design weights are scaled to the sample size (see quote and source): As with the design weights also the post-stratification weights are scaled to the sample size, ...
Elsie's user avatar
  • 86
1 vote
0 answers
132 views

How calculate Gini coefficient (unbiased) and Lorenz Curve with stratified sample?

I'm working with a stratified sample by minimum variance method with 3 levels that becomes at 1176 stratum. The sample comes from finite population of income taxes data. I'm looking for how calculate ...
mmngreco's user avatar
  • 125
1 vote
1 answer
202 views

calculate properly statistical moments with stratified sample data

I have problems of how to calculate properly the third and fourth order moments: my data is a stratified sampling with three strata. The goal for me is to make a descriptive analysis: mean, variance, ...
mmngreco's user avatar
  • 125
3 votes
1 answer
2k views

Reweighting sample to reflect census?

I'm working on a revision of a manuscript. I have a longitudinal cohort of adolescents that were followed throughout junior high school. One of the reviewers considers the attrition to be considerable,...
JonB's user avatar
  • 2,880
11 votes
4 answers
6k views

Using post-stratification weights in R survey package

I am analyzing a dataset that has a variable for post-stratification weights. As this is a complex survey, the plan is to use the R survey package. I have been ...
3mpad4's user avatar
  • 141
4 votes
2 answers
1k views

Post stratification weights and the survey package in R

I have survey data that needs to be weighted, and to help me with this task, I have access to the full joint distributions of the variables I want to use. As I understand it, I should use the ...
Figaro's user avatar
  • 1,152