Valentin Todorov

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Publications

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Active since

1992

Affiliations

United Nations Industrial Development Organization(Current)

TU Wien

Bulgarian Academy of Sciences

Austro Control (Austria)

Palacký University Olomouc

Valentin Todorov is an author at United Nations Industrial Development Organization specializing in statistics, engineering, and statistical inference.

ORCID

Top concepts

StatisticsEngineeringStatistical InferenceData ScienceBiostatisticsMultivariate AnalysisStatistical ComputingBusinessGeometryEconomics

Publications per year

1992–2022

Publications

An Object-Oriented Framework for Robust Multivariate Analysis

Valentin Todorov, Peter Filzmoser · Journal of Statistical Software · 2009 · 410 citations · Full text

Engineering, Software Systems, Robustness (Computer Science) +21

Review of sparse methods in regression and classification with application to chemometrics

Peter Filzmoser, Moritz Gschwandtner, Valentin Todorov · Journal of Chemometrics · 2012 · 117 citations

Engineering, Machine Learning, Feature Selection +16

Robust statistic for the one-way MANOVA

Valentin Todorov, Peter Filzmoser · Computational Statistics & Data Analysis · 2009 · 85 citations

Statistical Inference, Statistics, Robust Statistic

Review of robust multivariate statistical methods in high dimension

Peter Filzmoser, Valentin Todorov · Analytica Chimica Acta · 2011 · 68 citations

High-dimensional Method, Robust Statistic, High Dimension +3

Robust tools for the imperfect world

Peter Filzmoser, Valentin Todorov · Information Sciences · 2012 · 53 citations

Mathematical Programming, Engineering, Automated Reasoning +7

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