77 citations
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Showing 2014 · stat.MEShow all
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stat.ME2014★ 38 cited
High Dimensional Forecasting via Interpretable Vector Autoregression
William B. Nicholson, Ines Wilms, Jacob Bien +1
Vector autoregression (VAR) is a fundamental tool for modeling multivariate time series. However, as the number of component series is increased, the VAR model becomes overparamete…
stat.ME2014
Bayesian regression discontinuity designs: Incorporating clinical knowledge in the causal analysis of primary care data
Sara Geneletti, Aidan G. O'Keeffe, Linda D. Sharples +2
The regression discontinuity (RD) design is a quasi-experimental design that estimates the causal effects of a treatment by exploiting naturally occurring treatment rules. It can b…