Topics in Nonparametric Statistics Proceedings of the First Conference of the International Society for Nonparametric Statistics /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Akritas, Michael G. (Επιμελητής έκδοσης), Lahiri, S. N. (Επιμελητής έκδοσης), Politis, Dimitris N. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2014.
• Σειρά: Springer Proceedings in Mathematics & Statistics, 74
• Θέματα: Statistics.; Statistical Theory and Methods.; Statistics and Computing/Statistics Programs.; Statistics, general.

This volume is composed of peer-reviewed papers that have developed from the First Conference of the International Society for NonParametric Statistics (ISNPS). This inaugural conference took place in Chalkidiki, Greece, June 15-19, 2012. It was organized with the co-sponsorship of the IMS, the ISI,...

Πίνακας περιεχομένων:

• A cost based reweighed scheme of Principal Support Vector Machine
• Power assessment of a new test of independence
• Empirical
• Divergence Minimizers for Hadamard Differentiable Functionals
• Advances in permutation tests for covariates in a mixture model for preference data analysis
• Semiparametric generalized estimating equations in misspecified models
• Local Covariance Estimation using Costationarity
• Stable Non-parametric Signal Filtration in Nonlinear Models
• Block bootstrap for the autocovariance coefficients of periodically correlated time series
• Bootstrapping Realized Bipower Variation
• Multiple testing approaches for removing background noise from images
• Peak-Load Forecasting using a Functional Semi-Parametric Approach
• An open problem on strongly consistent learning of the best prediction for Gaussian processes
• Testing for equality of an increasing number of spectral density functions
• Multiscale local polynomial models for estimation and testing
• Distributions of Clusters of Exceedances and Their Applications in Telecommunication Networks
• Diagnostic procedures for spherically symmetric distributions
• A nonparametric causality test: Detection of direct causal effects in multivariate systems using Corrected Partial Transfer Entropy
• A high performance biomarker detection method for exhaled breath mass spectrometry data
• Local polynomials for variable selection
• On the CLT on Low Dimensional Stratified Spaces- Kernel Density Outlier Detector
• Model Selection for Classification with a Large Number of Classes.-Semiparametric Bayesian Small Area Estimation Based on Dirichlet Process Priors
• Bootstrap confidence intervals in nonparametric regression without an additive model
• Heteroskedastic linear regression: steps towards adaptivity, efficiency, and robustness- Level Set Estimation
• Nonparametric Permutation-Based Control Charts for Ordinal Data
• The latest advances on the Hill estimator and its modifications
• Multivariate Stochastic Volatility Estimation Using Particle Filters
• Guaranteed Estimation of Logarithmic Density Derivative by Dependent Observations
• Nonparametric Statistics and High/Infinite Dimensional Data.