Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
14.3K Views
•
06:55 min
•
January 8th, 2020
DOI :
January 8th, 2020
•Explore More Videos
Chapters in this video
0:04
Title
0:27
United States Military Health System Data Repository (MDR) Request
1:10
MDR Access
2:26
Relevant Data Extraction
2:54
Data Merging, Summative File Construction, and Data De-Identification
4:22
Propensity Score Computation, Outcome Model Creation, Cumulative Incidence Function (CIF) Plot Generation
5:29
Results: Representative Cumulative Incidence Function (CIF) Treatment Group Comparison
6:18
Conclusion
Related Videos
10:33
Expedited Radiation Biodosimetry by Automated Dicentric Chromosome Identification (ADCI) and Dose Estimation
15.6K Views
04:57
Establishing a Competing Risk Regression Nomogram Model for Survival Data
10.0K Views
Forecasting Hepatocellular Carcinoma Mortality using a Weighted Regression Model to Estimate Cohort Effects in Taiwan
955 Views
12:18
A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
7.4K Views
05:37
An R-Based Landscape Validation of a Competing Risk Model
1.9K Views
06:46
Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
178 Views
10:46
A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
10.6K Views
07:21
Systems Analysis of the Neuroinflammatory and Hemodynamic Response to Traumatic Brain Injury
3.0K Views
06:00
Modeling Highly Repetitive Low-level Blast Exposure in Mice
814 Views
01:22
Life Tables
56 Views
Copyright © 2025 MyJoVE Corporation. All rights reserved