1 citations · 1 across the 2 of their papers we have counts for
5 papers
Scattered spring: How climate change disrupts the synchrony of biological events
Jonathan Auerbach, Andrew Gelman, E. M. Wolkovich
Many biological processes, including plant leafout and flowering, occur once cumulative temperatures reach a threshold, a relationship known as the thermal-sum model. In this way,…
Tensor Completion for Causal Inference with Multivariate Longitudinal Data: A Reevaluation of COVID-19 Mandates
Jonathan Auerbach, Martin Slawski, Shixue Zhang
We propose a new method that uses tensor completion to estimate causal effects with multivariate longitudinal data, data in which multiple outcomes are observed for each unit and t…
Forecasting the Urban Skyline with Extreme Value Theory
Jonathan Auerbach, Phyllis Wan
The world's urban population is expected to grow fifty percent by the year 2050 and exceed six billion. The major challenges confronting cities, such as sustainability, safety, and…
A Hierarchical Bayes Approach to Adjust for Selection Bias in Before-After Analyses of Vision Zero Policies
Jonathan Auerbach, Christopher Eshleman, Rob Trangucci
American cities devote significant resources to the implementation of traffic safety countermeasures that prevent pedestrian fatalities. However, the before-after comparisons typic…
Age-aggregation bias in mortality trends
Andrew Gelman, Jonathan Auerbach
In a recent article in PNAS, Case and Deaton show a figure illustrating "a marked increase in the all-cause mortality of middle-aged white non-Hispanic men and women in the United…