Results 31 to 40 of about 10,982 (282)
PPtree: Projection pursuit classification tree [PDF]
, 2018 Classification tree; Projection pursuit; Variable ...
이은경
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Fast Kernel Smoothing in R with Applications to Projection Pursuit
Journal of Statistical Software, 2022 This paper introduces the R package FKSUM, which offers fast and exact evaluation of univariate kernel smoothers. The main kernel computations are implemented in C++, and are wrapped in simple, intuitive and versatile R functions.
David P. Hofmeyr
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Asymptotics of Graphical Projection Pursuit
The Annals of Statistics, 1984 General conditions under which the asymptotic distribution of the almost all (with respect to the uniform measure on the unit ball of projecting vectors) projections is normal are given. Convergence in probability of empirical moments (of the first and second order) is also established.
Diaconis, Persi, Freedman, David
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Projection pursuit methods for exploratory supervised classification [PDF]
, 2003 In high-dimensional data, one often seeks a few interesting low-dimensional projections which reveal important aspects of the data. Projection pursuit is a procedure for searching high-dimensional data for interesting low-dimensional projections via the ...
Lee, Eun-kyung
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Projection pursuit in high dimensions [PDF]
, 2022 Projection pursuit is a multivariate statistical technique aimed at finding interesting data projections. It suffers from several problems when applied to high-dimensional datasets.
Nicola Loperfido
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Legendre polynomial order selection in projection pursuit density estimation
Lietuvos Matematikos Rinkinys, 2013 Projection pursuit method and its application to probability density estimation is discussed. Method proposed by J.H. Friedman, based on projection density estimation using orthogonal Legendre polynomials, is analysed.
Mindaugas Kavaliauskas
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A Credit Rating Model for Enterprises Based on Projection Pursuit and K-Means Clustering Algorithm [PDF]
Journal of Risk Analysis and Crisis Response (JRACR), 2012 This paper proposes a new credit rating model for enterprises based on the Projection Pursuit and K-means clustering algorithm. Firstly, using Projection Pursuit, the comprehensive credit score of each sample is obtained, so as to reflect the structure ...
Mu Zhang, Zongfang Zhou
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Therapeutic Apheresis and Dialysis, EarlyView.ABSTRACT Background Chronic micro‐inflammation in patients with end‐stage renal disease (ESRD) is a significant driver of cardiovascular complications and diminished quality of life. While standard hemodialysis (SHD) effectively manages small‐molecule clearance, its ability to remove medium‐to‐large uremic toxins—the primary catalysts of systemic ...
Hongwei Zuo +5 more
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Mathematics, 2023 According to the United Nations World Tourism Organization, tourism promotes sustainable economic development. Ensuring tourism safety is an essential prerequisite for its sustainable development.
Chenghao Zhong, Wengao Lou, Yongzeng Lai
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Interactive data exploration with targeted projection pursuit [PDF]
, 2009 Data exploration is a vital, but little considered, part of the scientific process; but few visualisation tools can cope with truly complex data. Targeted Projection Pursuit (TPP) is an interactive data exploration technique that provides an intuitive ...
Faith, Joe
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