70 citations · 85 across the 4 of their papers we have counts for
4 papers
A Deep Probabilistic Model for Customer Lifetime Value Prediction
Xiaojing Wang, Tianqi Liu, Jingang Miao
Accurate predictions of customers' future lifetime value (LTV) given their attributes and past purchase behavior enables a more customer-centric marketing strategy. Marketers can s…
A Python Library For Empirical Calibration
Xiaojing Wang, Jingang Miao, Yunting Sun
Dealing with biased data samples is a common task across many statistical fields. In survey sampling, bias often occurs due to unrepresentative samples. In causal studies with obse…
Robust Gaussian Stochastic Process Emulation
Mengyang Gu, Xiaojing Wang, James O. Berger
We consider estimation of the parameters of a Gaussian Stochastic Process (GaSP), in the context of emulation (approximation) of computer models for which the outcomes are real-val…
Bayesian analysis of dynamic item response models in educational testing
Xiaojing Wang, James O. Berger, Donald S. Burdick
Item response theory (IRT) models have been widely used in educational measurement testing. When there are repeated observations available for individuals through time, a dynamic s…