Cps replicate weights. This document provides some information about the AHS necessary to calculate estimates using replicate weights, describes how to use replicate weights in built-in SAS procedures and provides a general description of how to manually calculate variance using replicate weights, which is for AHS users without statistical software packages that Guidance on Using Replicate Weights To create estimates for the U. Sum each replicate weight across all records and then compare the totals to the sum of weights in this file to verify that the replicate weight file is created correctly. The file CPS_ASEC_ASCII_REPWGT_yyyy. For self-representing strata (i. This file provides SAS code that can be modified to create the replicate weight file. IPUMS CPS harmonizes microdata from the monthly U. You can still calculate standard errors by treating it as a simple weighted sample, but they will likely be slightly underestimated. This document also includes background information on variance estimates by the replication method. For more details, see the Census Bureau's "Estimating ASEC Variances with Replicate Weights" document, written for the CPS, as well as the following: Fay, Robert, and George Train. Regarding clustered standard errors, providing analytical advice is beyond the scope of IPUMS User Support. The Feb 27, 2026 · CPS, ASEC, and other supplement microdata, replicate weights, and complete technical documentation. SAS also provides the sum of each replicate weight across all records. "Aspects of Survey and Model-Based Postcensal Estimation of Income and Poverty Characteristics for States and Counties. IPUMS-CPS says that you can use use Stata’s svyset, which I gather is more-or-less parallel to the R survey package's svrepdesign(), with the following settings: Oct 2, 2018 · I am using R to analyze CPS data on household income and would like to use the replicate weights to create standard errors. Data include demographic information, rich employment data, program participation and supplemental data on topics such as fertility, tobacco use, volunteer activities, voter registration, computer and internet use, food security, and more. The 2005-onward CPS samples contain 160 replicate weights at the person level (variables named REPWTP1 through REPWTP160). population from a sample, the Current Population Survey (CPS) Annual Social and Economic Supplement (ASEC) applies weights to the sample based on independent estimates of the civilian noninstitutionalized population by sex, age, race, and Hispanic/non-Hispanic categories. labor force survey, the Current Population Survey (CPS), covering the period 1962 to the present. In short, the replicate weight usage instructions explain how to create a master file by merging the person, household, and replicate weight files. " This document provides instructions for using a Current Population Survey (CPS) person level supplement public use replicate weight file to create variance estimates. How Are the CPS Replicate Weights Calculated? As mentioned, replicate weights in the CPS are constructed using the successive difference replication method (for cases in self-representing strata) and the modified half-sample technique (for cases in non-self-representing strata). Oct 8, 2021 · Data files and dictionary, plus replicate weights if available, for CPS Supplement data collections; sorted alphabetically by name, then by year collected. Mar 28, 2022 · This IPUMS CPS page on replicate weights provides sample code for using these in statistical packages. You might be interested in this World Bank blog on clustered standard errors. I am aware that such a code exists in STATA and other statistical software but am having issues translating this to R. CPS household-level supplements require a household-level weight to be used in estimation. e. 1 These independent estimates are based off the date of For data sets that contain multiple sampling weights and/or replicate weights, the documentation for the survey will indicate when each set of weights should be used. Provide this document to data users as part of the documentation for the replicate weight files. These totals can be used for verification purposes. . SAS, also found on the Bureau of the Census website, can be used as documentation while creating the replicate use weight file. Replicate Weight File Researchers interested in using the replicate weights should contact the supplement sponsor to obtain a copy of the replicate weight data The US Bureau of the Census states that the replicate weights are calculated as a mixture of the balanced half-sample and the successive difference replication method. , areas with populations large enough to be represented with certainty in the sample), the replicate weights were produced using what is known as the successive difference replication (SDR Data files Annual public-use household-level CPS-FSS data files, along with replicate weights to support balanced repeated replication variance estimates, are available from 2010 to the present from the Census Bureau. Oct 8, 2021 · The replicate weight usage instructions, replicate weight SAS input statements, and replicate weight data file all concern the calculation of standard errors. S. 1 These independent estimates are based off the date of Oct 13, 2020 · For basic monthly CPS samples, there are no replicate weights or sampling design information included in the public use microdata. Aug 7, 2024 · Statistical weights Accessing CPS microdata Census Bureau CPS public-use datasets The Census Bureau provides data files for the basic monthly survey, extract files (including files for special weighting and new variables not yet added to the basic monthly data files), and supplement and replicate weight files. 1995. Guidance on Using Replicate Weights To create estimates for the U. The variable HHSUPWGT is the household-level supplement weight provided on the public use file. bbwmjv oslujujd oqujcgo cszbzf gnrlezbf svz tgbgsc wkfye wvhneo rbszvgw