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"La théorie de l'estimation non-paramétrique s'est développée considérablement ces deux dernières décennies, en fixant pour objectif quelques th`emes principaux, en particulier, l'étude de l'optimalité des estimateurs, et l'estimation adaptative. Ces deux thèmes occupent la place centrale dans le livre. Il s'agit de présenter, pour quelques modèles et exemples simples, les idées principales de l'estimation non-paramétrique. Quelques sujets abordés sont: les méthodes de noyaux, de projection et de polynômes locaux, vitesses optimales de convergence, le Théorème de Pinsker, les inégalités d'oracle, l'adaptation au sens minimax. Un chapitre est consacré à l'exposition détaillée des différentes techniques de minoration du risque minimax." [Éditeur]

Estimation theory --- Nonparametric statistics --- Statistique non paramétrique --- Estimation, Théorie de l' --- Nonparametric statistics. --- Estimation theory. --- Statistique non paramétrique --- Estimation, Théorie de l'

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Mathematical statistics --- Echantillonnage (Statistique) --- Estimation [Theorie de l' ] --- Estimation theory --- Sampling (Statistics) --- Schattingstheorie --- Steekproeven (Statistiek) --- AA / International- internationaal --- 303.4 --- Statistische verdeling (wiskundige statistiek). Asymptotic theory. Density functions. --- Estimation theory. --- Censored observations (Statistics) --- Random sampling --- Statistics of sampling --- Statistics --- Estimating techniques --- Least squares --- Stochastic processes --- Censored data (Statistics) --- Censoring (Statistics) --- Statistische verdeling (wiskundige statistiek). Asymptotic theory. Density functions

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Signal theory (Telecommunication) --- Modulation (Electronics) --- Estimation theory --- 621.376 --- Estimating techniques --- Least squares --- Mathematical statistics --- Stochastic processes --- Radio modulation --- Electronics --- Modulation theory --- Radio --- Electric signal theory --- Electric waves --- Signal detection --- Telecommunication --- Modulation and demodulation. Processes and apparatus --- 621.376 Modulation and demodulation. Processes and apparatus --- Estimation theory. --- Signal, Théorie du (télécommunications) --- Modulation (électronique) --- Estimation, Théorie de l'.

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This book addresses two groups of readers. The first includes communication engineers and scientists and students of communication theory who need to cope with basic problems arising in communication with optical signals. The ultimate detectability of optical signals and the accuracy with which their parameters can be estimated cannot be ascertained by the methods of detection theory that apply at radio frequencies; the fundamental concepts of the theory must be revised, and this book shows how. The second group of readers comprises physicists interested in the foundations and applications of quantum mechanics, for whom it may be fruitful to consider quatum measurement as a process of decision among alternative density operators, or as an estimation of certain parameters of the density operator of a quantum system. May they find the problems analyzed here a challenge to their conceptions of the quantum theory.

Optical communications --- Signal detection --- Estimation theory --- Quantum theory --- Optical communications. --- Signal detection. --- Estimation theory. --- Quantum theory. --- Quantum dynamics --- Quantum mechanics --- Quantum physics --- Physics --- Mechanics --- Thermodynamics --- Estimating techniques --- Least squares --- Mathematical statistics --- Stochastic processes --- Detection, Signal --- Detection theory, Signal --- Signal detection theory --- Statistical communication theory --- Receiver operating characteristic curves --- Communications, Optical --- Light communications --- Photonics --- Telecommunication --- Physique mathématique --- Télécommunications optiques. --- Détection du signal. --- Estimation, Théorie de l'. --- Théorie quantique.

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Mathematical statistics --- Estatistica aplicada as ciencias sociais --- Grootste aannemelijkheid. --- Schattingstheorie. --- Statistische methoden. --- Sociale wetenschappen. --- Méthodes statistiques. --- Sciences sociales --- Estimation, Théorie de l'. --- Maximum vraisemblance. --- Exemple empirique. --- Code Gauss. --- Social sciences --- Estimation theory. --- Théorie de l'estimation --- Statistical methods. --- Méthodes statistiques --- #SBIB:303H522 --- #SBIB:303H10 --- #PBIB:2003.3 --- -Estimation theory --- Estimating techniques --- Least squares --- Stochastic processes --- Behavioral sciences --- Human sciences --- Sciences, Social --- Social science --- Social studies --- Civilization --- Methoden sociale wetenschappen: handboeken statistische analyse --- Methoden en technieken: algemene handboeken en reeksen --- Statistical methods --- Estimation theory --- Social Sciences --- Statistics - General --- Méthodes statistiques. --- Estimation, Théorie de l'. --- Théorie de l'estimation --- Méthodes statistiques --- Social sciences - Statistical methods