Online appendix for Does Information Feedback from In-Home Devices Reduce Electricity Use? Evidence from a Field Experiment Shahzeen Z. Attari, Gautam Gowrisankaran, Troy Simpson, Sabine M. Marx Appendix with pictures.pdf