Projection pursuit multivariate transform

DOI10.1007/S11004-013-9497-7zbMath1322.86007OpenAlexW1967069051MaRDI QIDQ748112

Ryan M. Barnett, Clayton V. Deutsch, John G. Manchuk

Publication date: 19 October 2015

Published in: Mathematical Geosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11004-013-9497-7

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Density estimation (62G07) Estimation in multivariate analysis (62H12) Geostatistics (86A32)

Related Items (7)

An affine equivariant multivariate normal score transform for compositional data ⋮ Multivariate geostatistical grid-free simulation of natural phenomena ⋮ Multivariate imputation of unequally sampled geological variables ⋮ Geostatistics for compositional data: an overview ⋮ Joint high-order simulation of spatially correlated variables using high-order spatial statistics ⋮ Resource model updating for compositional geometallurgical variables ⋮ Multivariate categorical modeling with hierarchical truncated pluri-Gaussian simulation

Uses Software

• GSLIB

Cites Work

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• The U-WEDGE transformation method for multivariate geostatistical simulation
• Dealing with zeros and missing values in compositional data sets using nonparametric imputation
• Projection pursuit
• Stepwise conditional transformation for simulation of multiple variables
• Remarks on Some Nonparametric Estimates of a Density Function
• Exploratory Projection Pursuit
• A Projection Pursuit Algorithm for Exploratory Data Analysis
• On Estimation of a Probability Density Function and Mode
• Remarks on a Multivariate Transformation
• Spatial orthogonality of the principal components computed from coregionalized variables

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