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The primary reference for the implementation details is:MJ Lindstrom, DM Bates (1988). That’s because you can have crossed (or partially crossed) random factors that do not represent levels in a hierarchy. In order to see the structure in more detail, we could also zoom in on just the first 10 doctors. For example, we could […]
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A hazard rate is the limit of the ratio of events in an interval to the group size divided by the length of time. For instance, a particularly risky surgery might result in the survival of a systematically more robust group who would have fared better under any of the competing treatment conditions, making it […]
The resampling step of the SIR particle filter leads to a degeneracy where there are multiple copies of some ensemble members. It really helped me better understand the Kalman filter and its applications when broken down into digestibles steps. Bonuses filtering method is named for Hungarian émigré Rudolf E. This post simply explains the Kalman […]