Evaluation of an Enhanced Modified Kalman Filter Approach for Estimating Health Outcomes in Small Subpopulations

Details

• Personal Author:
  Lauren M. Rossen ; Makram Talih ; Patel, Priyam ; Earp, Morgan ; Parker, Jennifer D.
• Corporate Authors:
  National Center for Health Statistics (U.S.)
• Description:
  Public health report describing 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.
  
  
• Subjects:
  Data Collection Statistical Models Vital Statistics
• Keywords:
  disparities, inequities, small-domain estimation, National Health Interview Survey, National Health and Nutrition Examination Survey
• Source:
  National Health Interview Survey, National Health and Nutrition Examination Survey
• Series:
  NCHS Vital and Health Statistics Series
• Document Type:
  Text
• Genre:
  Report ; Statistics
• Place as Subject:
  United States
• Pages in Document:
  64 Pages
• Volume:
  2
• Issue:
  208
• Collection(s):
  National Center for Health Statistics
• Main Document Checksum:
  urn:sha-512:89714d12572a7e402e4dd3cf3820982f8030c2512a37090592d390529d0658fad79dc3be2be102786a0c423bc1294fda27e2e6bd41685ada1c77eaf96b749b25
• Download URL:
  https://stacks.cdc.gov/view/cdc/157497/cdc_157497_DS1.pdf
• File Type:
  [PDF - 2.57 MB ]