CDC STACKS serves as an archival repository of CDC-published products including scientific findings, journal articles, guidelines, recommendations, or other public health information authored or co-authored by CDC or funded partners.
As a repository, CDC STACKS retains documents in their original published format to ensure public access to scientific information.
i
Evaluation of an EnhancedModified Kalman Filter Approachfor Estimating Health Outcomes in Small Subpopulations: Data Evaluation and Methods Research
-
09/03/2024
-
-
Source: Vital and Health Statistics Series
-
Series: Vital and Health Statistics
[PDF-2.57 MB]
Details:
-
Personal Author:
-
Corporate Authors:
-
Description:This report describes the performance of an updated methodology to estimate health outcomes in small subpopulations using the enhanced modified Kalman filter (eMKF). The eMKF procedure borrows strength across subgroups and over time to produce more precise estimates of health outcomes in small subpopulations. This report evaluates the performance of the eMKF procedure under different scenarios based on simulated data, to quantify differences in accuracy and precision of model-based estimates compared with direct estimates.
-
Subjects:
-
Source:
-
Series:
-
Document Type:
-
Genre:
-
Place as Subject:
-
Pages in Document:64 numbered pages
-
Volume:2
-
Issue:208
-
Collection(s):
-
Main Document Checksum:
-
Download URL:
-
File Type:
