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In this technical report, we consider conditional density estimation with a maximum likelihood approach.
The large-sample distribution of the likelihood ratio for testing composite hypotheses
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M. Rosenblatt · 1969
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Divergence measures based on the Shannon entropy
J. Lin · 1991
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Maximum likelihood estimation of misspecified models
H. White · 1992
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The use of polynomial splines and their tensor products in multivariate function estimation
Ch. Stone · 1994
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The method of sieves and minimum contrast estimators
S. van de Geer · 1995
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Estimation of conditional densities and sensitivity measures in nonlinear dynamical systems
J. Fan, Q. Yao, and H. Tong · 1996
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Estimating and visualizing conditional densities
R. Hyndman, D. Bashtannyk, and G. Grunwald · 1996
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Weak Convergence
A. van der Vaart and J. Wellner · 1996
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CART and best-ortho-basis: a connection
D. Donoho · 1997
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Minimum contrast estimators on sieves: exponential bounds and rates of convergence
L. Birgé and P. Massart · 1998
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Metric entropy of homogeneous spaces
S. Szarek · 1998
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Methods for estimating a conditional distribution function
P. Hall, R. Wolff, and Q. Yao · 1999
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Probabilistic latent semantic analysis
T. Hofmann · 1999
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Rates of convergence for the Gaussian mixture sieve
Ch. Genovese and L. Wasserman · 2000
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Bandwidth selection for kernel conditional density estimation
D. Bashtannyk and R. Hyndman · 2001
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Generalized likelihood ratio statistics and wilks phenomenon
J. Fan, C. Zhang, and J. Zhang · 2001
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Nonparametric estimation and symmetry tests for conditional density functions
R. Hyndman and Q. Yao · 2002
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Density and hazard estimation in censored regression models
I. van Keilegom and N. Veraverbeke · 2002
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On conditional density estimation
J. de Gooijer and D. Zerom · 2003
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Nonlinear piecewise polynomial approximation beyond besov spaces
B. Karaivanov and P. Petrushev · 2003
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Concentration inequalities and model selection , volume 1896 of Lecture Notes in Mathematics
P. Massart · 2003
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Model selection for gaussian regression with random design
L. Birgé · 2004
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Conditional density estimation in a regression setting
S. Efromovich · 2007
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Nonparametric estimation of conditional distributions
L. Györfi and M. Kohler · 2007
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Nonparametric Econometrics: Theory and Practice
Q. Li and J. Racine · 2007
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Multiscale poisson intensity and density estimation
R. Willett and R. Nowak · 2007
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A multiscale approach for statistical characterization of functional images
A. Antoniadis, J. Bigot, and R. von Sachs · 2008
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MDL Principle, Penalized Likelihood, and Statistical Risk , chapter in Festschrift in Honor of Jorma Rissanen on the Occasion of his 75th Birthday
A. Barron, C. Huang, J. Li, and X. Luo · 2008
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A crossvalidation method for estimating conditional densities
J. Fan and T. Yim · 2004
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Cross-validation and the estimation of conditional probability densities
P. Hall, J. Racine, and Q. Li · 2004
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Multiscale generalised linear models for nonparametric function estimation
E. Kolaczyk and R. Nowak · 2005
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Multiscale, multigranular statistical image segmentation
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Adjusting mixture weights of gaussian mixture model via regularized probabilistic latent semantic analysis
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Model-based cluster and discriminant analysis with the MIXMOD software
Ch. Biernacki, G. Celeux, G. Govaert, and F. Langrognet · 2006
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Introduction to Empirical Processes and Semiparametric Inference
M. Kosorok · 2008
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Adaptation to anisotropy and inhomogeneity via dyadic piecewise polynomial selection
N. Akakpo · 2010
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A high-dimensional Wilks phenomenon
S. Boucheron and P. Massart · 2010
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Oracle inequality for conditional density estimation and an actuarial example
S. Efromovich · 2010
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Mixtures of regressions with predictor-dependent mixing proportions
D. Young and D. Hunter · 2010
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Inhomogeneous and anisotropic conditional density estimation from dependent data
N. Akakpo and C. Lacour · 2011
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European research platform IPANEMA at the SOLEIL synchrotron for ancient and historical materials
L. Bertrand, M.-A. Languille, S. Cohen, L. Robinet, C. Gervais, S. Leroy, D. Bernard, E. Le Pennec, W. Josse, J. Doucet, and S. Schöder · 2011
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