Peter Filzmoser

About Peter Filzmoser

Peter Filzmoser, With an exceptional h-index of 75 and a recent h-index of 54 (since 2020), a distinguished researcher at Technische Universität Wien, specializes in the field of Statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Robust covariance estimation and functional anomaly detection based on the Minimum Regularized Covariance Trace estimator

Improving forecasts for heterogeneous time series by “averaging”, with application to food demand forecasts

Robust covariance estimation and explainable outlier detection for matrix-valued data

A performance study of local outlier detection methods for mineral exploration with geochemical compositional data

A robust knockoff filter for sparse regression analysis of microbiome compositional data

GEMAS: Chemical weathering of silicate parent materials revealed by agricultural soil of Europe

Explainable outlier identification for matrix-valued observations

Data Type Agnostic Visual Sensitivity Analysis

Peter Filzmoser Information

University

Position

Professor of Statistics

Citations(all)

23141

Citations(since 2020)

10757

Cited By

16624

hIndex(all)

75

hIndex(since 2020)

54

i10Index(all)

216

i10Index(since 2020)

160

Email

University Profile Page

Google Scholar

Peter Filzmoser Skills & Research Interests

Statistics

Top articles of Peter Filzmoser

Robust covariance estimation and functional anomaly detection based on the Minimum Regularized Covariance Trace estimator

2024/4/4

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Improving forecasts for heterogeneous time series by “averaging”, with application to food demand forecasts

International Journal of Forecasting

2024/3/14

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Robust covariance estimation and explainable outlier detection for matrix-valued data

arXiv preprint arXiv:2403.03975

2024/3/6

Una Radojičić
Una Radojičić

H-Index: 2

Peter Filzmoser
Peter Filzmoser

H-Index: 51

A performance study of local outlier detection methods for mineral exploration with geochemical compositional data

Journal of Geochemical Exploration

2024/3/1

Peter Filzmoser
Peter Filzmoser

H-Index: 51

A robust knockoff filter for sparse regression analysis of microbiome compositional data

Computational Statistics

2024/2

Peter Filzmoser
Peter Filzmoser

H-Index: 51

GEMAS: Chemical weathering of silicate parent materials revealed by agricultural soil of Europe

Chemical Geology

2023/11/20

Explainable outlier identification for matrix-valued observations

2023/11/8

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Data Type Agnostic Visual Sensitivity Analysis

IEEE Transactions on Visualization and Computer Graphics

2023/11/3

Extending compositional data analysis from a graph signal processing perspective

Journal of Multivariate Analysis

2023/11/1

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Robust statistical methods for high-dimensional data, with applications in tribology

Analytica Chimica Acta

2023/10/23

Peter Filzmoser
Peter Filzmoser

H-Index: 51

New Mission Profile Model Using Functional Data Analysis

2023/10/19

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Method for data manipulation detection of numerical data values

2023/10/5

Cell-wise robust covariance estimation for compositions, with application to geochemical data

Journal of Geochemical Exploration

2023/10/1

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Outlier explanation based on Shapley values for vector-and matrix-valued observations

2023/9/12

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Explainable outlier detection based on Shapley values

2023/8/23

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Minimum regularized covariance trace estimator and outlier detection for functional data

arXiv preprint arXiv:2307.13509

2023/7/25

Una Radojičić
Una Radojičić

H-Index: 2

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Prof. Rudolf Dutter (1946-2023): Ein Nachruf

Austrian Journal of Statistics

2023/7/18

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Robust statistics

2009

A New Look at Model Averaging of Differently Sized Time Series

2023/7/7

Peter Filzmoser
Peter Filzmoser

H-Index: 51

Relationships between Wellbeing and Sustainable Development in a Group of Selected Developed Countries

Problemy Ekorozwoju

2023/7/7

Peter Filzmoser
Peter Filzmoser

H-Index: 51

See List of Professors in Peter Filzmoser University(Technische Universität Wien)

Co-Authors

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