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Titlebook: Topics in Nonparametric Statistics; Proceedings of the F Michael G. Akritas,S. N. Lahiri,Dimitris N. Politi Conference proceedings 2014 Spr

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Peak-Load Forecasting Using a Functional Semi-Parametric Approach, projections of the prediction variable to explain the response. The terms of such decomposition are estimated with a procedure which combines a spline approximation and the one-dimensional Nadaraya–Watson approach.
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A Nonparametric Causality Test: Detection of Direct Causal Effects in Multivariate Systems Using Corrected Partial Transfer Entropy,od of .-nearest neighbors. CPTE is evaluated on coupled stochastic systems with both linear and nonlinear interactions. Finally, we apply CPTE to economic data and investigate whether we can detect the direct causal effects among economic variables.
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2194-1009 ing renowned researchers from around the world.Provides impo.This volume is composed of peer-reviewed papers that have developed from the First Conference of the International Society for Non Parametric Statistics (ISNPS). This inaugural conference took place in Chalkidiki, Greece, June 15-19, 2012.
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Advances in Permutation Tests for Covariates in a Mixture Model for Preference Data Analysis,ial models. In the present work a simulation study is presented to prove the good power behavior of a permutation test on the covariates of a complex model, with more than one covariate. Moreover a discussion on the minimum sample size needed to perform such permutation test is also given.
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Semiparametric Generalized Estimating Equations in Misspecified Models,imating equations. The paper shows that the resulting estimator is asymptotically normal with a covariance matrix that crucially depends on the weight matrix used in the estimation process. The paper also considers efficient semiparametric classical minimum distance estimation. An example provides a
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