5 Result(s)

Article

Comparison of some linear regression methods – available in R – for a QSPR problem

K Varmuza, P Filzmoser in Chemistry Central Journal (2009)

Article

Diagnoses-related procedure bundles in outpatient care – results from a research project using secondary data

N Pfeffer, A Weisser, G Endel, C Scholler, A Eisl… in BMC Health Services Research (2011)

Article

Erratum to: Ultrahigh dimensional variable selection through the penalized maximum trimmed likelihood estimator

N. M. Neykov, P. Filzmoser, P. N. Neytchev in Statistical Papers (2014)

Article

Classical and Robust Regression Analysis with Compositional Data

Compositional data carry their relevant information in the relationships (logratios) between the compositional parts. It is shown how this source of information can be used in regression modeling, where the co...

K. G. van den Boogaart, P. Filzmoser, K. Hron, M. Templ… in Mathematical Geosciences (2021)

Article

Robust logistic zero-sum regression for microbiome compositional data

We introduce the Robust Logistic Zero-Sum Regression (RobLZS) estimator, which can be used for a two-class problem with high-dimensional compositional covariates. Since the log-contrast model is employed, the ...

G. S. Monti, P. Filzmoser in Advances in Data Analysis and Classification (2022)