Streaming data

Online causal inference with application to near real-time post-market vaccine safety surveillance (submitted)

Online debiased lasso for streaming data (submitted)

Online inference with debiased stochastic gradient descent (under revision)

Statistical inference in high-dimensional generalized linear models with streaming data (under revision)


MORA is a real-time regression analysis method that incorporates both dynamics and inter-data batch correlation.