I am giving a talk and R demonstration tomorrow for the Epidemiology Special Interest Group (EPISIG) on Time series regression in R for heat and heatwave analysis.
I hope some of the audience will bring their laptop and use install.packages(‘dlnm’) to follow along.
Below are links to the training resources I will use:
Distributed Lag Non-Linear Models (DLNM) package + recent “TSCOURSE”:
- Antonio Gasparrini, London School of Hygiene and Tropical Medicine
- CAR Workshop “Advanced modelling techniques for time series analysis using R”. Woolcock Institute, Sydney - 05 April 2019. http://www.ag-myresearch.com/tscourse.html
- Online tutorial for Climate Change impact assessment in London https://github.com/gasparrini/2019_vicedo-cabrera_Epidem_Rcodedata
Codes for today’s talk
- I modified the TSCOURSE codes from London CO to Chicago heatwave https://github.com/ivanhanigan/spatiotemporal-multilevel-models/blob/master/4_2_time_series_analysis/tscourse-chicago.R
- If your laptop doesn’t have R or R-studio try https://coesra.tern.org.au
