Nonparametric Estimation of Conditional Distributions

DOI10.1109/TIT.2007.894631zbMath1316.62047MaRDI QIDQ3548834

Michael Kohler, László Györfi

Publication date: 21 December 2008

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)

Related Items (14)

Adaptive pointwise estimation of conditional density function ⋮ A quantile-copula approach to conditional density estimation ⋮ Nonparametric estimation of a conditional density ⋮ Estimating the conditional density by histogram type estimators and model selection ⋮ Near optimality of quantized policies in stochastic control under weak continuity conditions ⋮ Adaptive Estimation of a Conditional Density ⋮ Minimax rates for conditional density estimation via empirical entropy ⋮ Robustness to Incorrect System Models in Stochastic Control ⋮ Separation of learning and control for cyber-physical systems ⋮ Non compact estimation of the conditional density from direct or noisy data ⋮ Inhomogeneous and anisotropic conditional density estimation from dependent data ⋮ Learning parametric policies and transition probability models of Markov decision processes from data ⋮ Robustness to Approximations and Model Learning in MDPs and POMDPs ⋮ New insights into approximate Bayesian computation

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