Creating synthetic data for complex surveys using the Research and Development Survey: A comparison study

Zhang, Guangyu; He, Yulei; Oganian, Anna; Cai, Bill

doi:10.15620/cdc/174586

i

Creating synthetic data for complex surveys using the Research and Development Survey: A comparison study

Public Domain

4/28/2025
By Zhang, Guangyu ; He, Yulei ; Oganian, Anna ; ...
Series: Vital and Health Statistics Series

File Language:

English

Details

Personal Author:

Zhang, Guangyu ; He, Yulei ; Oganian, Anna ; Cai, Bill
Corporate Authors:

National Center for Health Statistics (U.S.)
Description:

This report studies the impact of incorporating survey design information (strata/primary sampling units (PSUs), referred to in this report as design variables, and sampling weights) when synthesizing sample survey data using parametric and non-parametric methods.
Subjects:

Comparative Study Data Collection Research Surveys
Series:

Vital and Health Statistics Series
Document Type:

Report
Genre:

Statistics
Pages in Document:

21 Pages
Volume:

2
Issue:

212
Collection(s):

National Center for Health Statistics
Main Document Checksum:

urn:sha-512:e339bcc5b190fb035c1ea580cdc104b1516a469311cbaef08a671f17bc708daea43dd1909fd8958605a507a3f0062b537ca1d795b262b22efdf50ca1a4b39a48
Download URL:

https://stacks.cdc.gov/view/cdc/174586/cdc_174586_DS1.pdf
File Type:

[PDF - 735.65 KB ]

File Language:

English

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