4 problems
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Conjecture on prediction efficiency with maximum likelihood covariance-parameter estimation
Let denote the covariance parameters used in the predictor, and let its maximum likelihood estimator replace in the variance ratio from…
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Stein's finite-interval consistent interpolation conjecture
Let be the underlying spatial process in the Gaussian spatial process model with nugget, and consider estimating it from increasingly dense observations on a finite inte…
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Existence and uniform MCMC convergence of the Gibbs reference posterior for Matérn kernels
Let be a noninteger smoothness parameter, let be the mean function space, and let the design set be a finite set whose cardinality is sufficient…
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Conjecture on prediction variance with estimated covariance parameters
Let be the process value at an unobserved location, let be the predictor based on observations, and let…