Peter Filzmoser
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Peter Filzmoser's Degrees
- PhD Statistics University of Vienna
- Masters Mathematics University of Vienna
- Bachelors Mathematics University of Vienna
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(Suggest an Edit or Addition)Peter Filzmoser's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Introduction to Multivariate Statistical Analysis in Chemometrics (2009) (1026)
- Background and threshold: critical comparison of methods of determination. (2005) (665)
- Factor analysis applied to regional geochemical data: problems and possibilities (2002) (624)
- Normal and lognormal data distribution in geochemistry: death of a myth. Consequences for the statistical treatment of geochemical and environmental data (2000) (577)
- Statistical data analysis explained : applied environmental statics with R (2008) (462)
- Statistical Data Analysis Explained (2008) (449)
- Multivariate outlier detection in exploration geochemistry (2005) (408)
- Outlier identification in high dimensions (2008) (393)
- Principal component analysis for compositional data with outliers (2009) (383)
- Repeated double cross validation (2009) (360)
- Univariate statistical analysis of environmental (compositional) data: problems and possibilities. (2009) (354)
- An Object-Oriented Framework for Robust Multivariate Analysis (2009) (334)
- robCompositions: An R‐package for Robust Statistical Analysis of Compositional Data (2011) (283)
- Algorithms for Projection-Pursuit Robust Principal Component Analysis (2007) (234)
- Imputation of missing values for compositional data using classical and robust methods (2010) (223)
- The concept of compositional data analysis in practice--total major element concentrations in agricultural and grazing land soils of Europe. (2012) (196)
- Outlier Detection for Compositional Data Using Robust Methods (2008) (192)
- Robust fitting of mixtures using the trimmed likelihood estimator (2007) (192)
- Robust factor analysis (2003) (181)
- Partial robust M-regression (2005) (174)
- Exploratory factor analysis revisited: How robust methods support the detection of hidden multivariate data structures in IS research (2010) (165)
- Testing hypotheses with fuzzy data: The fuzzy p-value (2004) (161)
- The bivariate statistical analysis of environmental (compositional) data. (2010) (161)
- Bayesian-multiplicative treatment of count zeros in compositional data sets (2015) (160)
- Linear regression with compositional explanatory variables (2012) (146)
- Beyond Noise: Using Temporal ICA to Extract Meaningful Information from High-Frequency fMRI Signal Fluctuations during Rest (2013) (143)
- Uncertainty‐Aware Exploration of Continuous Parameter Spaces Using Multivariate Prediction (2011) (140)
- CHEMISTRY OF EUROPE’S AGRICULTURAL SOILS – PART A: METHODOLOGY AND INTERPRETATION OF THE GEMAS DATA SET (2014) (138)
- GEMAS: establishing geochemical background and threshold for 53 chemical elements in European agricultural soil (2017) (135)
- Iterative stepwise regression imputation using standard and robust methods (2011) (130)
- Robust factor analysis for compositional data (2009) (128)
- Applied Compositional Data Analysis: With Worked Examples in R (2018) (126)
- A MULTIVARIATE OUTLIER DETECTION METHOD (2004) (121)
- Critical remarks on the use of terrestrial moss (Hylocomium splendens and Pleurozium schreberi) for monitoring of airborne pollution. (2001) (119)
- Correlation Analysis for Compositional Data (2009) (118)
- Robust Sparse Principal Component Analysis (2013) (115)
- A hierarchical clustering method for analyzing functional MR images. (1999) (114)
- Model-based replacement of rounded zeros in compositional data: Classical and robust approaches (2012) (114)
- Review of sparse methods in regression and classification with application to chemometrics (2012) (104)
- Bottled drinking water: Water contamination from bottle materials (glass, hard PET, soft PET), the influence of colour and acidification (2010) (103)
- Top-/bottom-soil ratios and enrichment factors: What do they really show? (2012) (100)
- Interpretation of multivariate outliers for compositional data (2012) (98)
- Brushing Dimensions - A Dual Visual Analysis Model for High-Dimensional Data (2011) (98)
- There and back again: Outlier detection between statistical reasoning and data mining algorithms (2018) (93)
- Element concentrations and variations along a 120-km transect in southern Norway – Anthropogenic vs. geogenic vs. biogenic element sources and cycles (2007) (86)
- Exploring incomplete data using visualization techniques (2012) (86)
- Simplicial principal component analysis for density functions in Bayes spaces (2016) (81)
- Robust feature selection and robust PCA for internet traffic anomaly detection (2012) (80)
- Identification of Multivariate Outliers: A Performance Study (2016) (78)
- What can go wrong at the data normalization step for identification of biomarkers? (2014) (78)
- Chemistry of Europe’s agricultural soils – Part B: General background information and further analysis of the GEMAS data set (2014) (77)
- A new method for correlation analysis of compositional (environmental) data - a worked example. (2017) (77)
- Is inducibility of atrial fibrillation after radio frequency ablation really a relevant prognostic factor? (2006) (73)
- PLS‐DA for compositional data with application to metabolomics (2015) (73)
- Robust statistic for the one-way MANOVA (2010) (72)
- The Spectral Diversity of Resting-State Fluctuations in the Human Brain (2014) (72)
- Benefits from Using Continuous Rating Scales in Online Survey Research (2011) (69)
- Bioavailable 87Sr/86Sr in European soils: A baseline for provenancing studies. (2019) (68)
- Correlation Between Compositional Parts Based on Symmetric Balances (2017) (67)
- Simulation of close-to-reality population data for household surveys with application to EU-SILC (2011) (67)
- Review of robust multivariate statistical methods in high dimension. (2011) (67)
- The single component geochemical map: Fact or fiction? (2016) (66)
- Fully exploratory network independent component analysis of the 1000 functional connectomes database (2012) (65)
- Sequential Factor Analysis as a new approach to multivariate analysis of heterogeneous geochemical datasets: An application to a bulk chemical characterization of fluvial deposits (Rhine–Meuse delta, The Netherlands) (2005) (64)
- Fitting multiplicative models by robust alternating regressions (2003) (62)
- Robust canonical correlations: A comparative study (2005) (61)
- Active Middle Ear Implant Compared With Open-Fit Hearing Aid in Sloping High-Frequency Sensorineural Hearing Loss (2010) (59)
- CLASSIFICATION EFFICIENCIES FOR ROBUST LINEAR DISCRIMINANT ANALYSIS (2008) (59)
- Identification of local multivariate outliers (2014) (59)
- Visual Analytics for Model Selection in Time Series Analysis (2013) (58)
- Locally centred Mahalanobis distance: a new distance measure with salient features towards outlier detection. (2013) (56)
- The performance of moss, grass, and 1- and 2-year old spruce needles as bioindicators of contamination: a comparative study at the scale of the Czech Republic. (2011) (55)
- Robust principal component and factor analysis in the geostatistical treatment of environmental data (1999) (55)
- Wahrscheinlichkeitstheorie Cluster analysis applied to regional geochemical data : Problems and possibilities (2006) (54)
- The Eurogeosurveys Geochemical Mapping of Agricultural and Grazing Land Soil Project (GEMAS) - Evaluation of Quality Control Results of Aqua Regia Extraction Analysis (2009) (52)
- Robust estimation of economic indicators from survey samples based on Pareto tail modelling (2012) (51)
- Meta-analysis: Fact or fiction? How to interpret meta-analyses (2011) (49)
- A comparison of algorithms for the multivariate L1-median (2010) (49)
- Discriminant analysis for compositional data and robust parameter estimation (2012) (47)
- Dynamic log file analysis: An unsupervised cluster evolution approach for anomaly detection (2018) (45)
- Robust continuum regression (2005) (44)
- Robust tools for the imperfect world (2013) (43)
- Robust and sparse estimation methods for high-dimensional linear and logistic regression (2017) (42)
- Geochemical Sourcing of Flint Artifacts from Western Belgium and the German Rhineland: Testing Hypotheses on Gravettian Period Mobility and Raw Material Economy (2016) (42)
- An Object-Oriented Framework for Statistical Simulation: The R Package simFrame (2010) (39)
- Weighted Pivot Coordinates for Compositional Data and Their Application to Geochemical Mapping (2017) (39)
- Brushing Moments in Interactive Visual Analysis (2010) (37)
- Spatial distribution of lead and lead isotopes in soil B-horizon, forest-floor humus, grass (Avenella flexuosa) and spruce (Picea abies) needles across the Czech Republic (2011) (37)
- Robust Statistical Analysis (2011) (36)
- Detection of multivariate outliers in business survey data with incomplete information (2011) (36)
- Multivariate linear QSPR/QSAR models: Rigorous evaluation of variable selection for PLS (2013) (36)
- Temperature-dependent leaching of chemical elements from mineral water bottle materials (2012) (35)
- Developments in Robust Statistics (2003) (34)
- Sparse Partial Robust M Regression (2015) (34)
- Robust Methods for Canonical Correlation Analysis (2000) (33)
- RESCALE: Voxel-specific task-fMRI scaling using resting state fluctuation amplitude (2013) (31)
- Modeling Compositional Time Series with Vector Autoregressive Models (2015) (30)
- Robust and sparse k-means clustering for high-dimensional data (2017) (29)
- Visualization of missing values using the R-package VIM (2008) (29)
- Radiolarite studies at Krems-Wachtberg (Lower Austria): Northern Alpine versus Carpathian lithic resources (2014) (27)
- ATC -> ICD – evaluating the reliability of prognoses for ICD-10 diagnoses derived from the ATC-Code of prescriptions (2008) (27)
- Compositional biplots including external non-compositional variables (2016) (26)
- Blind Source Separation for Spatial Compositional Data (2015) (26)
- Effects of sewage sludge application on unfertile tropical soils evaluated by multiple approaches: A field experiment in a commercial Eucalyptus plantation. (2019) (26)
- Imputation of rounded zeros for high-dimensional compositional data (2016) (25)
- Comparison of zero replacement strategies for compositional data with large numbers of zeros (2021) (25)
- Linking chemical elements in forest floor humus (Oh-horizon) in the Czech Republic to contamination sources. (2011) (25)
- Inorganic chemical quality of European tap-water: 2. Geographical distribution (2015) (24)
- Phenological patterns of flowering across biogeographical regions of Europe (2017) (24)
- Robust and classical PLS regression compared (2010) (24)
- Robust Principal Component Analysis by Projection Pursuit (2006) (24)
- Synthetic Data Generation of SILC Data. Research Project Report WP6, D6.2, FP7-SSH-2007-217322 AMELI. (2011) (23)
- A multi-technique analytical approach to sourcing Scandinavian flint: Provenance of ballast flint from the shipwreck “Leirvigen 1”, Norway (2018) (22)
- Sparse and robust PLS for binary classification (2016) (22)
- Compositional data analysis in epidemiology (2018) (22)
- Mapping Spatial Data (2008) (22)
- Graph Embedding Based Recommendation Techniques on the Knowledge Graph (2017) (22)
- Ultrahigh dimensional variable selection through the penalized maximum trimmed likelihood estimator (2014) (22)
- KNN classification — evaluated by repeated double cross validation: Recognition of minerals relevant for comet dust (2014) (21)
- Robust Maximum Association Estimators (2017) (21)
- Robust Factorization of a Data Matrix (1998) (20)
- Graphical statistics to explore the natural and anthropogenic processes influencing the inorganic quality of drinking water, ground water and surface water (2017) (19)
- Robust biomarker identification in a two-class problem based on pairwise log-ratios (2017) (19)
- A highly parallelized framework for computationally intensive MR data analysis (2012) (19)
- Multivariate Outlier Detection (2008) (19)
- Robust joint modeling of mean and dispersion through trimming (2012) (19)
- Evaluation of robust outlier detection methods for zero-inflated complex data (2019) (19)
- Random projection experiments with chemometric data (2010) (18)
- Time Series Analysis: Unsupervised Anomaly Detection Beyond Outlier Detection (2018) (18)
- Geosphere-biosphere circulation of chemical elements in soil and plant systems from a 100 km transect from southern central Norway. (2018) (17)
- nsROC: An R package for Non-Standard ROC Curve Analysis (2018) (17)
- Robust Multivariate Methods: The Projection Pursuit Approach (2005) (16)
- On the generalizability of resting-state fMRI machine learning classifiers (2014) (16)
- Simulation of synthetic population data for household surveys with application to EU-SILC (2010) (16)
- Statistical analysis of wines using a robust compositional biplot. (2012) (16)
- Error Propagation in Isometric Log-ratio Coordinates for Compositional Data: Theoretical and Practical Considerations (2016) (16)
- GEMAS: Spatial analysis of the Ni distribution on a continental-scale using digital image processing techniques on European agricultural soil data (2018) (16)
- Data Normalization and Scaling: Consequences for the Analysis in Omics Sciences (2018) (15)
- Characterisation of the potamal Danube River and the Delta: connectivity determines indicative macrophyte assemblages (2011) (15)
- Random projection for dimensionality reduction--applied to time-of-flight secondary ion mass spectrometry data. (2011) (15)
- Combining place names and scientific knowledge on soil resources through an integrated ethnopedological approach (2016) (15)
- Effects of supervised Self Organising Maps parameters on classification performance. (2013) (15)
- A generic model for the integration of interactive visualization and statistical computing using R (2012) (15)
- Similarities in element content between comet 67P/Churyumov–Gerasimenko coma dust and selected meteorite samples (2017) (14)
- Robust linear regression for high‐dimensional data: An overview (2020) (14)
- Cycle Plot Revisited: Multivariate Outlier Detection Using a Distance‐Based Abstraction (2017) (14)
- The least trimmed quantile regression (2012) (14)
- Erratum to: Ultrahigh dimensional variable selection through the penalized maximum trimmed likelihood estimator (2014) (13)
- Robust Multivariate Methods in Chemometrics (2020) (13)
- A Comparison of Robust Methods for Pareto Tail Modeling in the Case of Laeken Indicators (2010) (13)
- Distribution of Elements/Parameters in Agricultural and Grazing Land Soil of Europe (2014) (13)
- Diagnoses-related procedure bundles in outpatient care – results from a research project using secondary data (2011) (13)
- A Projection Algorithm for Regression with Collinearity (2002) (12)
- Sparse principal balances (2015) (12)
- Recommendations on a Knowledge Graph (2015) (12)
- Multivariate Statistical Analysis using the R package chemometrics (2011) (12)
- Problems and possibilities (2006) (12)
- Cellwise robust M regression (2019) (12)
- Visual Analytics Methods to Guide Diagnostics for Time Series Model Predictions (2014) (12)
- Outlier resistant estimators for canonical correlation analysis (2000) (11)
- Robust scale estimators for fuzzy data (2017) (11)
- Principal Component Analysis (PCA) and Factor Analysis (FA) (2008) (11)
- Classical and Robust Regression Analysis with Compositional Data (2020) (11)
- Exploratory tools for outlier detection in compositional data with structural zeros (2017) (11)
- Changes in the fish species composition of all Austrian lakes >50 ha during the last 150 years (2006) (11)
- Robustness for Compositional Data (2013) (11)
- Visualizing the decision rules behind the ROC curves: understanding the classification process (2020) (11)
- Visually and statistically guided imputation of missing values in univariate seasonal time series (2015) (11)
- Analysing Pairwise Logratios Revisited (2021) (10)
- A robust version of principal factor analysis (2000) (10)
- Multivariate Outlier Detection in Applied Data Analysis: Global, Local, Compositional and Cellwise Outliers (2020) (10)
- Robust Principal Component Regression (2001) (10)
- Statistical methods for the geochemical characterisation of surface waters: The case study of the Tiber River basin (Central Italy) (2019) (10)
- Comparing Classical and Robust Sparse PCA (2012) (10)
- Multiple group linear discriminant analysis: robustness and error rate (2006) (10)
- Covariance-Based Variable Selection for Compositional Data (2013) (10)
- Reply to the comment “Bottled drinking water: Water contamination from bottle materials (glass, hard PET, soft PET), the influence of colour and acidification” by Hayo Müller-Simon (2010) (10)
- The impact of wildland fires on calcareous Mediterranean pedosystems (Sardinia, Italy) - An integrated multiple approach. (2018) (9)
- A robust Parafac model for compositional data (2018) (9)
- Statistical analysis of geochemical compositions: Problems, perspectives and solutions (2016) (9)
- Classical and robust orthogonal regression between parts of compositional data (2016) (9)
- Robust Coordinates for Compositional Data Using Weighted Balances (2015) (9)
- First Geochemical ‘Fingerprinting’ of Balkan and Prut Flint from Palaeolithic Romania: Potentials, Limitations and Future Directions (2018) (9)
- Robust second-order least-squares estimation for regression models with autoregressive errors (2019) (8)
- Computing Robust Regression Estimators: Developments since Dutter (1977) (2016) (8)
- The Application of the Multi-Layered Chert Sourcing Approach (MLA) for the Characterisation and Differentiation of ‘Chocolate Silicites’ from the Holy Cross Mountains, South-Central Poland (2016) (8)
- Comment on "Maps of heavy metals in the soils of the European Union and proposed priority areas for detailed assessment" by Tóth, G., Hermann, T., Szatmári, G., Pásztor, L. (2017) (8)
- Robust Imputation of Missing Values in Compositional Data Using the -Package robCompositions (2009) (8)
- Macrophyte distribution pattern in the Krka River - the role of habitat quality (2008) (8)
- Assessment of sustainable development using cluster analysis and principal component analysis (2019) (7)
- Weighted Symmetric Pivot Coordinates for Compositional Data with Geochemical Applications (2020) (7)
- Robust Maximum Association Between Data Sets: The R Package ccaPP (2016) (7)
- Discriminant Analysis (DA) and Other Knowledge‐Based Classification Methods (2008) (7)
- Clustering of imbalanced high-dimensional media data (2017) (7)
- Outlier detection in interval data (2018) (7)
- A computational and methodological framework for visualization and imputation of missing values: the R package VIM (2011) (7)
- Voxel-speci fi c task-fMRI scaling using resting state fl uctuation amplitude (2013) (6)
- MIXTURE OF GLMS AND THE TRIMMED LIKELIHOOD METHODOLOGY (2004) (6)
- A Robust Approach to Risk Assessment Based on Species Sensitivity Distributions (2018) (6)
- Redundancy analysis for characterizing the correlation between groups of variables - Applied to molecular descriptors (2012) (6)
- Robust Redundancy Analysis by Alternating Regression (2004) (6)
- Generalized box-plot for root growth ensembles (2017) (6)
- Robust variable selection with application to quality of life research (2011) (6)
- Blind Source Separation for Compositional Time Series (2020) (6)
- Integrating Predictions in Time Series Model Selection (2015) (6)
- Exploratory data analysis for interval compositional data (2017) (6)
- Quality Control (QC) (2008) (6)
- Estimation of a proportion in survey sampling using the logratio approach (2013) (6)
- Asymptotic normality of kernel type regression estimators for random fields (2010) (6)
- Dimension reduction of the explanatory variables in multiple linear regression (2002) (5)
- Reproducing a Neural Question Answering Architecture Applied to the SQuAD Benchmark Dataset: Challenges and Lessons Learned (2018) (5)
- Simulation and quality of a synthetic close-to-reality employer–employee population (2014) (5)
- Robust regression with compositional covariates including cellwise outliers (2021) (5)
- Robust principal component analysis for compositional tables (2019) (5)
- Comparison of some linear regression methods – available in R – for a QSPR problem (2009) (5)
- A new partial robust adaptive modified maximum likelihood estimator (2020) (5)
- EXPLORING HIGH-DIMENSIONAL DATA WITH ROBUST PRINCIPAL COMPONENTS (2007) (5)
- Compositional Data as a Methodological Concept (2018) (5)
- Advanced Methodology for European Laeken Indicators Deliverable 6 . 2 Synthetic Data Generation of SILC Data Version : 2011 (2011) (5)
- Exploring compositional data with the robust compositional biplot (2014) (5)
- Deliverable 4 . Final Report Contract with the world bank ( 1157976 ) Detecting outliers in household consumption survey data (2016) (5)
- The response of 12 different plant materials and one mushroom to Mo and Pb mineralization along a 100-km transect in southern central Norway (2018) (5)
- Policy Recommendations and Methodological Report (2011) (4)
- State-of-the-art of Laeken Indicators. Research Project Report WP1, D1.1, FP7-SSH-2007-217322 AMELI. (2011) (4)
- Sparse least trimmed squares regression with compositional covariates for high-dimensional data (2021) (4)
- GEMAS: Geochemical distribution of Mg in agricultural soil of Europe (2021) (4)
- Contamination models in the R package simFrame for statistical simulation (2010) (4)
- Comments on: Compositional data: the sample space and its structure (2019) (4)
- The Paradigm of Relatedness (2016) (4)
- Policy Recommendations and Methodological Report. Research Project Report WP10, D10.1/D10.2, FP7-SSH-2007-217322 AMELI. (2011) (4)
- Robust logistic zero-sum regression for microbiome compositional data (2021) (4)
- Robust covariance estimators for mean-variance portfolio optimization with transaction lots (2020) (4)
- Factor Analysis in a Robust Way (1999) (4)
- Robust and sparse multigroup classification by the optimal scoring approach (2020) (4)
- Soft Methods in Robust Statistics (2010) (4)
- Data Analysis for Urban Geochemical Data (2011) (4)
- Variable selection with genetic algorithms using repeated cross-validation of PLS regression models as fitness measure (2017) (4)
- Adaptive Trade-offs Towards the Last Glacial Maximum in North-Western Europe: a Multidisciplinary View from Walou Cave (2021) (4)
- pXRF Measurements on Soil Samples for the Exploration of an Antimony Deposit: Example from the Vendean Antimony District (France) (2020) (4)
- Local projections for high-dimensional outlier detection (2017) (4)
- Robust Pareto Tail Modeling for the Estimation of Indicators on Social Exclusion using the R Package laeken (2012) (4)
- Outlier Detection in High Dimension Using Regularization (2012) (3)
- R & GIS: Geospatial Plotting (2012) (3)
- TBSSvis: Visual Analytics for Temporal Blind Source Separation (2020) (3)
- Regression Analysis (RA) (2008) (3)
- The normal model 1 Simplicial regression . The normal model (2011) (3)
- The impact of COVID-19 on relative changes in aggregated mobility using mobile-phone data (2020) (3)
- Robust Methods for Compositional Data (2010) (3)
- Analyis of Compositional Data using Robust Methods. The R-package robCompositons (2011) (3)
- Guided projections for analysing the structure of high-dimensional data (2017) (3)
- A Robust Biplot Representation of Two-way Tables (1998) (3)
- Cellwise outlier detection and biomarker identification in metabolomics based on pairwise log ratios (2019) (3)
- Applications of Statistical Simulation in the Case of EU-SILC: Using the R Package simFrame (2010) (3)
- Agriculture as a success factor for municipalities. (2009) (3)
- Robust Multivariate Methods in Geostatistics (2002) (3)
- Untargeted analysis of chromatographic data for green and fermented rooibos: Problem with size effect removal. (2017) (3)
- A robust Liu regression estimator (2018) (3)
- Identification of Mineralization in Geochemistry Along a Transect Based on the Spatial Curvature of Log-Ratios (2019) (3)
- Projection pursuit based measures of association (2003) (3)
- Improving Data Behaviour for Statistical Analysis: Ranking and Transformations (2008) (3)
- Imputation of values above an upper detection limit in compositional data (2020) (3)
- Location-Free Robust Scale Estimates for Fuzzy Data (2021) (3)
- From South to North: flowering phenological responses at different geographical latitudes in 12 European countries (2014) (2)
- Discussion of 'A survey of robust statistics'' (2007) (2)
- How sick is Austria? - A decision support framework for different evaluations of the burden of disease within the Austrian population based on different data sources (2017) (2)
- Simulation of EU-SILC Population Data : Using the R Package simPopulation (2010) (2)
- Recent Advances in Robust Statistics: Theory and Applications (2016) (2)
- The Relationship Between Health Outcomes and Health Expenditure in Europe by Using Compositional Data Analysis (2020) (2)
- Software Tools for Robust Analysis of High-Dimensional Data (2014) (2)
- Identification of Mineralization in Geochemistry for Grid Sampling Using Generalized Additive Models (2021) (2)
- Visual Parameter Selection for Spatial Blind Source Separation (2021) (2)
- Comment on "Heavy metals in agricultural soil of the European Union with implications for food safety" by Tóth, G., Hermann, T., Da Silva, M.R. and Montanarella, L. (2016) (2)
- A robust adaptive modified maximum likelihood estimator for the linear regression model (2020) (2)
- Guided Projections for Analyzing the Structure of High-Dimensional Data (2018) (2)
- Weighted LASSO variable selection for the analysis of FTIR spectra applied to the prediction of engine oil degradation (2022) (2)
- Evaluation of robust PCA for supervised audio outlier detection (2015) (2)
- Exploratory Data Analysis and Visualization (2018) (2)
- A comparison of algorithms for the multivariate L1-median (2011) (2)
- Geometrical Properties of Compositional Data (2018) (2)
- Robust Compositional Data Analysis (2011) (2)
- Robust Linear Discriminant Analysis for Multiple Groups: Influence and Classification Efficiencies (2005) (2)
- A Method to Identify Geochemical Mineralization on Linear Transects (2020) (2)
- Analyzing Compositional Data Using R (2018) (2)
- Robust and sparse multinomial regression in high dimensions (2022) (1)
- Remitted major depression is related to increased functional coupling between ventral striatum and cortical regions in resting state fMRI (2011) (1)
- Robust Methodology for Laeken Indicators. Research Project Report WP4, D4.2, FP7-SSH-2007-217322 AMELI. (2011) (1)
- Identifying psychiatric patients’ pathways of care by record linkage after pseudonymisation: linking inpatient and outpatient data for the total population of a province of Austria (2011) (1)
- Timing of glacial - non-glacial stages in Finland: An exploratory analysis of the OSL data (2022) (1)
- Exploring incomplete data using visualization techniques (2011) (1)
- Report on the Simulation Results. Research Project Report WP7, D7.1, FP7-SSH-2007-217322 AMELI. (2011) (1)
- Significance of variables for discrimination: Applied to the search of organic ions in mass spectra measured on cometary particles (2018) (1)
- Ultrahigh dimensional variable selection through the penalized maximum trimmed likelihood estimator (2013) (1)
- Orthogonal principal planes (2000) (1)
- Identifying Structural Changes in Austrian Social Insurance Data (2015) (1)
- Covariance-Based Outlier Detection for Compositional Data with Structural Zeros: Application to Italian Survey of Household Income and Wealth Data (2013) (1)
- Uranium, Thorium and Potassium concentrations in agricultural and grazing land soils of Europe (2014) (1)
- Compositional Data Analysis in Chemometrics (2020) (1)
- Weighting of Parts in Compositional Data Analysis: Advances and Applications (2021) (1)
- Comparing Data Using Statistical Tests (2008) (1)
- Robust Diagnostics of Fuzzy Clustering Results Using the Compositional Approach (2012) (1)
- Univariate and Multivariate Outlier Detection with Application to Geochemical Data (2003) (1)
- On the Robustness of Absolute Deviations with Fuzzy Data (2014) (1)
- Statistical Distribution Measures (2008) (1)
- Compositional cubes: a new concept for multi-factorial compositions (2022) (1)
- A multivariate test for detecting fraud based on Benford’s law, with application to music streaming data (2021) (1)
- A comparison of generalised linear models and compositional models for ordered categorical data (2020) (1)
- NICKEL, COBALT, CHROMIUM AND COPPER IN AGRICULTURAL AND GRAZING LAND SOILS OF EUROPE (2014) (1)
- Robust Statistics (2021) (1)
- A context-sensitive method for robust model selection with application to analyzing success factors of communities (2008) (1)
- The Partial Robust M-approach (2005) (1)
- Spatial Blind Source Separation in the Presence of a Drift (2021) (1)
- Multivariate Robust Statistics (2009) (1)
- Elements of Robust Regression for Data with Absolute and Relative Information (2010) (1)
- Finding Structures of Interest in a Large Data Set Using Factor Analysis (2016) (1)
- Plausibility of Databases and the Relation to Imputation Methods (2008) (1)
- A Comprehensive Prediction Approach for Hardware Asset Management (2018) (1)
- Further Graphics for Exploratory Data Analysis (2008) (1)
- Knowledge Graph based Recommendation Techniques for Email Remarketing (2017) (1)
- Compositional Data Analysis [R package robCompositions version 2.2.1] (2020) (1)
- Upscaling deep buried geochemical exploration techniques into European business – UpDeep (2018) (1)
- Symbols and Abbreviations (2009) (0)
- Contents Vol. 7, 1999 (1999) (0)
- Statistical Modeling of Hunting Success Using Hunter Surveys (2016) (0)
- Compositional data-driven alternatives to single geochemical component maps (2015) (0)
- ROBUST ESTIMATION APPROACH FOR HAZARDOUS CONCENTRATION LEVELS USING SPECIES SENSITIVITY DISTRIBUTION (2016) (0)
- A Robust Biplot for Compositional Data (2011) (0)
- The impact of the COVID‐19 pandemic on melanoma diagnoses (2022) (0)
- Exploratory data analysis for interval compositional data (2016) (0)
- A projection-pursuit algorithm for robust maximum correlation estimators (2012) (0)
- Identifying the root cause of cable network problems with machine learning (2022) (0)
- MAINT.Data: Modelling and Analysing Interval Data in R (2021) (0)
- P.2.c.020 Synthesising evidence in clinical psychopharmacology and beyond: a re-examination of published meta-analyses (2011) (0)
- Multivariate outlier explanations using Shapley values and Mahalanobis distances (2022) (0)
- enetLTS: Robust and Sparse Methods for High Dimensional Linear, Binary, and Multinomial Regression (2023) (0)
- Classical and robust simple random sampling for compositional data (2010) (0)
- Improving cable network maintenance with machine learning (2022) (0)
- S.07.04 Alterations of functional connectivity between basal ganglia and cortical regions during resting-state in remitted major depressive disorder (2011) (0)
- Robust semi-parametric estimation of social cohesion and poverty indicators (2011) (0)
- A Statistical approach to the reconstruction of Pleistocene drainage of the Po River Basin (Italy) (2011) (0)
- A robust knockoff filter for sparse regression analysis of microbiome compositional data (2022) (0)
- Estimation of a proportion in survey sampling using the logratio approach (2012) (0)
- Principal Balances of Compositional Data for Regression and Classification using Partial Least Squares (2022) (0)
- MULTIVARIATE OUTLIER DETECTION WITH COMPOSITIONAL DATA (2010) (0)
- Exploring Robustness in a Combined Feature Selection Approach (2019) (0)
- ING ’ OF BALKAN AND PRUT FL INT FROM PALAEOLITHIC ROMANIA : POTENTIALS , L IMITAT IONS AND FUTURE DIRECTIONS * (2018) (0)
- Tools for Robust Analysis of High-Dimensional Data (2014) (0)
- Diplomarbeit One Class Classification of Longitudinal Data (2015) (0)
- Using Meteorite Samples as a Test for Correlation Based Analysis of SIMS Data from Cometary Grains (2015) (0)
- Robust second-order least-squares estimation for regression models with autoregressive errors (2016) (0)
- Outlier Detection for Pandemic-Related Data Using Compositional Functional Data Analysis (2021) (0)
- COMPUTER DATA ANALYSIS AND MODELING THEORETICAL AND APPLIED STOCHASTICS PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE MINSK, SEPTEMBER 10–14, 2013 (2013) (0)
- Graphical Tools in R. Research Project Report WP8, D8.1, FP7-SSH-2007-217322 AMELI. (2011) (0)
- Gemas: issues from the comparison of aqua regia and X-ray fluorescence results (2014) (0)
- Characterisation of meteoritic samples with the Rosetta Cosima TOF-SIMS laboratory reference model - a covariance approach (2014) (0)
- Variable selection and its Strict Evaluation (2014) (0)
- What defines a geochemical map? Implications for environmental assessment. (2015) (0)
- Introduction to R and Structure of the DAS+R Graphical User Interface (2008) (0)
- Classical and Robust Imputation of Missing Values for Compositional Data using Balances (2011) (0)
- Data Management Technologies and Applications (2018) (0)
- On How Networks Stabilize User Interest Based Methods and Vice Versa (2017) (0)
- RESEARCH ARTICLE Linear regression with compositional explanatory variables (2011) (0)
- Increased coupling of resting state activity between amygdala and cortical emotion processing regions in remitted major depressive disorder (2011) (0)
- Sparse and Robust Methods for Discrimination in High Dimensions (2011) (0)
- Robust maximum correlation based on projection pursuit (2012) (0)
- Random Projection for Dimensionality Reduction Applied to TOF-SIMS Data (2010) (0)
- Special issue on statistical algorithms and software in R (2014) (0)
- Increased functional coupling between basalganglia and cingulate and prefrontal cortex during resting state conditions in remitted major depressive disorder (2011) (0)
- Linear Discriminant Analysis for High Dimensional Data (2014) (0)
- 1 The partial robust M-approach (0)
- Graphics to Display the Data Distribution (2008) (0)
- Statistical aspects when analyzing geochemical compositions (2014) (0)
- Boosting Classifications with Imbalanced Data (2017) (0)
- Multigroup discrimination based on weighted local projections (2017) (0)
- A Pairwise Log-Ratio Method for the Identification of Biomarkers (2016) (0)
- Correlation between variables in compositional data (2017) (0)
- Methods for High-Dimensional Compositional Data (2018) (0)
- Clustering of imbalanced high-dimensional media data (2017) (0)
- Defining Background and Threshold, Identification of Data Outliers and Element Sources (2008) (0)
- Appendix A. Supplementary LA-ICP-MS data - ONLINE (2016) (0)
- Purposeful weighting of components in geochemical (compositional) data (2021) (0)
- Composition of cometary particles collected during two periods of the Rosetta mission: multivariate evaluation of mass spectral data (2020) (0)
- Preparing the Data for Use in R and DAS+R (2008) (0)
- Stability of Cluster Analysis (2006) (0)
- Exploring outliers in compositional data with structural zeros (2016) (0)
- Visualizing the decision rules behind the ROC curves: understanding the classification process (2020) (0)
- Robust and sparse multigroup classification by the optimal scoring approach (2020) (0)
- Automorphism Groups of Alkane Graphs (2021) (0)
- Robust and sparse k-means clustering in high dimension (2019) (0)
- GEMAS: GEOCHEMICAL DISTRIBUTION OF THALLIUM IN EUROPEAN SOIL (2014) (0)
- Simulation of population data for complex household surveys (2010) (0)
- Extending compositional data analysis from a graph signal processing perspective (2022) (0)
- A Functional Central Limit Theorem for Kernel Type Density Estimators (2016) (0)
- Variable Selection Stepwise Procedure for Compositional Data (2014) (0)
- tlemix : A General Framework for Robust Fitting of Finite Mixture Models in R (2009) (0)
- Cellwise Robust M-Regression and SPADIMO [R package crmReg version 1.0.2] (2020) (0)
- Factors of Quality of Life in a Group of Selected European Union and OECD Countries (2021) (0)
- Major elements-EU-STOTEN-426-2012 (2013) (0)
- European GEMAS mapping of agricultural soils: Arsenic results (2014) (0)
- A robust pairwise log-ratio approach for variable selection and cell-wise outlier diagnostics with focus on metabolomic data (2016) (0)
- P.3.016 Increased functional coupling between basal ganglia and cortical regions during resting state in remitted major depressive disorder (2011) (0)
- Compositional trend filtering (2021) (0)
- Reimann et al., 2012. STOTEN, 426, 196-210 (2013) (0)
- Robust and sparse k-means clustering for high-dimensional data (2019) (0)
- Erratum to: Ultrahigh dimensional variable selection through the penalized maximum trimmed likelihood estimator (2013) (0)
- Statistical Indicators for the Analysis of Digitalized Brain Tumor Images (2016) (0)
- Subject Index Vol. 7, 1998 (1997) (0)
- Robust scale estimators for fuzzy data (2015) (0)
- Identification of local multivariate outliers (2013) (0)
- Compositional data analysis of sedimentological, mineralogical and geochemical data for the evaluation of Austrian loess and loess loam deposits (2020) (0)
- Exploratory compositional data analysis using the R-package robCompositions (2010) (0)
- Generalized box-plot for root growth ensembles (2017) (0)
- Outlier detection in interval data (2017) (0)
- First Steps for a Statistical Analysis (2018) (0)
- Payment by episodes of care and comorbidity in Austria: a cross-sectional analysis (2013) (0)
- Robust variable selection with application in the social sciences (2011) (0)
- Robust Approaches to Factor Analysis (1999) (0)
- Comparing Data in Tables and Graphics (2008) (0)
- Correlation Based analysis of SIMS Data from Meteorite Samples for Comparison with Cometary Grains (2015) (0)
- Orthogonal regression among parts of compositional data (2014) (0)
- Cluster Analysis with Application to Geochemical Data (2003) (0)
- Logratio Approach to Distributional Modeling (2021) (0)
- A projection-pursuit method for sparse robust pca (2013) (0)
- GEMAS - TIN AND TUNGSTEN: POSSIBLE SOURCES OF ENRICHED CONCENTRATIONS IN SOILS IN EUROPEAN COUNTRIES (2014) (0)
- From South to North: detected differences in flowering phenological response at different geographical latitudes in 12 European countries (2014) (0)
- Research Group for Computational Statistics (2015) (0)
- Robust semiparametric estimation of economic indicators from survey samples (2011) (0)
- 9 Robust Factor Analysis : Methods and Applications (2001) (0)
- Robust k-means-based clustering for high-dimensional data (2019) (0)
- Progress report on simulation and synthetic data generation for EU-SILC data (2009) (0)
- Plausibility of Databases (2012) (0)
- Outlier Detection with Application to Geochemistry (2006) (0)
- VARIABLE SELECTION BY THE LASSO METHOD (2012) (0)
- Robust Regression with Compositional Response: Application to Geosciences (2014) (0)
- Discriminant analysis for compositional data and robust parameter estimation (2011) (0)
- Robust fitting of factor models for two-way tables (1998) (0)
- Generalized Principal Planes (2001) (0)
- Guest Editorial (2015) (0)
- Adaptive Trade-offs Towards the Last Glacial Maximum in North-Western Europe: a Multidisciplinary View from Walou Cave (2021) (0)
- Policy Recommendations and Methodological Report Version : 2011 (2011) (0)
- R TOOLS FOR ROBUST STATISTICAL ANALYSIS OF HIGH–DIMENSIONAL DATA (2013) (0)
- Meta-analysis: fact or fiction? (2011) (0)
- Investigation of the Language in Germany and Austria Using Statistical Methods (1997) (0)
- Inspecting the Behaviour of Deep Learning Neural Networks (2019) (0)
- 1 CLASSIFICATION EFFICIENCIES FOR ROBUST LINEAR DISCRIMINANT ANALYSIS (0)
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What Schools Are Affiliated With Peter Filzmoser?
Peter Filzmoser is affiliated with the following schools:
