To construct flexible and interpretable nonlinear predictive distributions,the paper introduces a family of softplus regressions that convolve,stack,or combine both operations by convolving countably
We present a topological multiple testing scheme for detecting peaks on the sphere under isotropic Gaussian noise,where tests are performed at local maxima of the observed field filtered by the spheri
Network is ubiquitous in the study of both natural science and sociology.It provides an effective way to represent the key information in a wide variety of systems.Examples include social networks,pro
The estimation of high quantile plays an important role in risk management,because the prevalent risk measure VaR(value at risk)is essentially a high quantile.
In this talk,we present some characterizations of elliptic Harnack inequalities for non-local Dirichlet forms,when the scale function depends on the state space.
We present a new statistical test of association between a trait and genetic markers,which we theoretically and practically prove to be robust to arbitrarily complex population structure.