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Finally, stratification in one-stage models avoids the need for estimating correlations between random effects. One can simply estimate study-specific intercepts and slopes and place the random effect only on the factor of interest.
These methods are usually preferred because sharing of IPD is often unfeasible due to, for instance, confidentiality agreements.
Escobar b Kaiser Permanente Northern California, Division of Research, 2000 Broadway Avenue, 032 R01, Oakland, CA 94612, United States f Department of Inpatient Pediatrics, Kaiser Permanente Medical Center, 1425 S. Main Street Walnut Creek, CA 94596, United States Find articles by Gabriel J. With increasing availability of best forex trading broker in pakistan lumanitan medical records (EMRs), automated early warning scores (EWSs) are becoming feasible.
Objective To describe the development and performance of an automated EWS based on EMR data. Materials and methods We used a discrete-time logistic regression model to obtain an hourly risk score to predict unplanned transfer to the ICU within the next 12 h.