Nonparametric Kernel Density Estimation and Its Computational Aspects

✍ Scribed by Artur Gramacki

Publisher: Springer
Year: 2017
Tongue: English
Leaves: 197
Series: Studies in Big Data 37
Edition: 1st
Category: Library

No coin nor oath required. For personal study only.

✦ Subjects

Intelligence & Semantics;AI & Machine Learning;Computer Science;Computers & Technology;Data Processing;Databases & Big Data;Computers & Technology;Artificial Intelligence;Computer Science;New, Used & Rental Textbooks;Specialty Boutique;Database Storage & Design;Computer Science;New, Used & Rental Textbooks;Specialty Boutique

📜 SIMILAR VOLUMES

Nonparametric Kernel Density Estimation

📁 Nonparametric Kernel Density Estimation and Its Computational Aspects

✍ Artur Gramacki (auth.) 📂 Library 📅 2018 🏛 Springer International Publishing 🌐 English

This book describes computational problems related to kernel density estimation (KDE) – one of the most important and widely used data smoothing techniques. A very detailed description of novel FFT-based algorithms for both KDE computations and bandwidth selection are presented.The theo

Nonparametric Kernel Density Estimation

📁 Nonparametric Kernel Density Estimation and Its Computational Aspects

✍ Artur Gramacki 📂 Library 📅 2017 🏛 Springer 🌐 English

This book describes computational problems related to kernel density estimation (KDE) – one of the most important and widely used data smoothing techniques. A very detailed description of novel FFT-based algorithms for both KDE computations and bandwidth selection are presented. The theory of KDE ap

Nonparametric Estimation of Probability

📁 Nonparametric Estimation of Probability Densities and Regression Curves

✍ E. A. Nadaraya (auth.) 📂 Library 📅 1989 🏛 Springer Netherlands 🌐 English

`... this book is a useful and significant addition on the lively topic of nonparametric density and regression curve estimation.' Royal Statistical Society, 154, 1991

Nonparametric density estimation : the L

📁 Nonparametric density estimation : the L view

✍ Luc Devroye; László Györfi 📂 Library 📅 1985 🏛 Wiley 🌐 English

Nonparametric Density Estimation: The L1

📁 Nonparametric Density Estimation: The L1 View

✍ Lue Devroye, Laszlo Gyorfi 📂 Library 📅 1984 🏛 John Wiley & Sons 🌐 English

Nonparametric Functional Estimation

📁 Nonparametric Functional Estimation

✍ B. L. S. Prakasa Rao 📂 Library 📅 1983 🏛 Academic Press 🌐 English

Nonparametric Functional Estimation is a compendium of papers, written by experts, in the area of nonparametric functional estimation. This book attempts to be exhaustive in nature and is written both for specialists in the area as well as for students of statistics taking courses at the postgraduat