Timetable

This is the Forecasting & evaluation course, taught July 15-17 (the second half of the SISMID week, Wednesday midday to Friday). It is paired with the companion nowcasting course which runs from Monday through Wednesday morning, July 13-15.

Day Time Session / activity Content
Wed 15 Jul Getting started
13.30–14.15 Session 0 · Introduction & course overview Slides
14.15–15.00 Session 1 · Forecasting concepts Slides
15.00–15.30 Coffee break
15.30–16.15 Session 2 · Time series forecasting 101 Slides
16:15–17.00 Session 3 · Baselines and seasonality Slides
Thu 16 Jul 09.00–09.15 Day 1 review
09.15–10.30 Session 4 · Forecast evaluation Slides
10.30–11.00 Coffee break
11.00–12.00 Session 5 · Epidemiologically-motivated forecasting Slides
12.00–12.30 Interlude: What do good models look like? Slides
12.30–13.30 Lunch
13.30–15.00 Session 6 · Evaluating real-world outbreak forecasts Slides
15.00–15.30 Coffee break
15.30–17.00 Session 7 · Forecasting with ensembles Slides
Fri 17 Jul 09.00–09.15 Day 2 review
09.15–10.15 Session 8 · Building and evaluating real-world ensembles Slides
10.15–10.30 Interlude: model importance Slides
10.30–11.00 Coffee break
11.00–12.30 Session 9 · Local hub playground: building forecasts Slides
12.30–13.30 Lunch
13.30–14.00 Session 10 · Multivariate forecast evaluation Slides
14.00–15.00 Session 11 · Local hub playgroud: testing & submitting Slides
15.00–15.30 Coffee break
15.30–16.30 Session 12 · Research talks TBD
16.30–17.00 Session 13 · Course wrap-up Slides