19 citations · 27 across the 5 of their papers we have counts for
5 papers
Heteroscedastic Growth Curve Modeling with Shape-Restricted Splines
Jieying Jiao, Wenling Song, Yishu Xue +1
Growth curve analysis (GCA) has a wide range of applications in various fields where growth trajectories need to be modeled. Heteroscedasticity is often present in the error term,…
Bayesian Nonparametric Estimation for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations
Fan Yin, Jieying Jiao, Guanyu Hu +1
Basketball shot location data provide valuable summary information regarding players to coaches, sports analysts, fans, statisticians, as well as players themselves. Represented by…
Heterogeneity Pursuit for Spatial Point Pattern with Application to Tree Locations: A Bayesian Semiparametric Recourse
Jieying Jiao, Guanyu Hu, Jun Yan
Spatial point pattern data are routinely encountered. A flexible regression model for the underlying intensity is essential to characterizing the spatial point pattern and understa…
Enabling Cyberattack-Resilient Load Forecasting through Adversarial Machine Learning
Zefan Tang, Jieying Jiao, Peng Zhang +3
In the face of an increasingly broad cyberattack surface, cyberattack-resilient load forecasting for electric utilities is both more necessary and more challenging than ever. In th…
A Bayesian marked spatial point processes model for basketball shot chart
Jieying Jiao, Guanyu Hu, Jun Yan
The success rate of a basketball shot may be higher at locations where a player makes more shots. For a marked spatial point process, this means that the mark and the intensity are…