This Online Appendix has three sections. The first presents details of the choice model estimation
algorithm, as well as additional estimates from our primary specification not included in the main
text. The second describes our model for consumer self-insurance from savings and borrowing in
detail. The third provides additional figures and tables referenced in the main text.
