600 citations · 807 across the 35 of their papers we have counts for
4 papers · 1 filter
How Likely are Ride-share Drivers to Earn a Living Wage? Large-scale Spatio-temporal Density Smoothing with the Graph-fused Elastic Net
Mauricio Tec, Natalia Zuniga-Garcia, Randy B. Machemehl +1
Ride-sourcing or transportation network companies (TNCs) provide on-demand transportation service for compensation, connecting drivers of personal vehicles with passengers through…
Evaluation of Ride-Sourcing Search Frictions and Driver Productivity: A Spatial Denoising Approach
Natalia Zuniga-Garcia, Mauricio Tec, James G. Scott +2
This paper considers the problem of measuring spatial and temporal variation in driver productivity on ride-sourcing trips. This variation is especially important from a driver's p…
The partition problem: case studies in Bayesian screening for time-varying model structure
Zesong Liu, Jesse Windle, James G. Scott
This paper presents two case studies of data sets where the main inferential goal is to characterize time-varying patterns in model structure. Both of these examples are seen to be…
Nonparametric Bayesian multiple testing for longitudinal performance stratification
James G. Scott
This paper describes a framework for flexible multiple hypothesis testing of autoregressive time series. The modeling approach is Bayesian, though a blend of frequentist and Bayesi…