5 citations · 10 across the 9 of their papers we have counts for
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stat.ME2019
Modeling Function-Valued Processes with Nonseparable and/or Nonstationary Covariance Structure
Evandro Konzen, Jian Qing Shi, Zhanfeng Wang
We discuss a general Bayesian framework on modeling multidimensional function-valued processes by using a Gaussian process or a heavy-tailed process as a prior, enabling us to hand…
math.ST2019
Smoothing Spline Semiparametric Density Models
Jian Shi, Jiahui Yu, Anna Liu +1
Density estimation plays a fundamental role in many areas of statistics and machine learning. Parametric, nonparametric and semiparametric density estimation methods have been prop…