Gertraud Malsiner‐Walli

447 total citations
15 papers, 228 citations indexed

About

Gertraud Malsiner‐Walli is a scholar working on Statistics and Probability, Artificial Intelligence and Psychiatry and Mental health. According to data from OpenAlex, Gertraud Malsiner‐Walli has authored 15 papers receiving a total of 228 indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Statistics and Probability, 7 papers in Artificial Intelligence and 3 papers in Psychiatry and Mental health. Recurrent topics in Gertraud Malsiner‐Walli's work include Statistical Methods and Bayesian Inference (7 papers), Bayesian Methods and Mixture Models (7 papers) and Statistical Methods and Inference (5 papers). Gertraud Malsiner‐Walli is often cited by papers focused on Statistical Methods and Bayesian Inference (7 papers), Bayesian Methods and Mixture Models (7 papers) and Statistical Methods and Inference (5 papers). Gertraud Malsiner‐Walli collaborates with scholars based in Austria and Czechia. Gertraud Malsiner‐Walli's co-authors include Bettina Grün, Sylvia Frühwirth‐Schnatter, Helga Wagner, Hans Rittmannsberger, Robert Pichler, Martin Barth, Michael Sonnberger, Peter Malík, Ognian Kalev and Raffi Topakian and has published in prestigious journals such as Bipolar Disorders, Journal of Clinical Psychopharmacology and Journal of Computational and Graphical Statistics.

In The Last Decade

Gertraud Malsiner‐Walli

14 papers receiving 227 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Gertraud Malsiner‐Walli Austria	6	134	87	25	23	18	15	228
Ian James Australia	10	88 0.7×	172 2.0×	12 0.5×	8 0.3×	15 0.8×	26	275
Donald A. Berry United States	7	110 0.8×	206 2.4×	5 0.2×	33 1.4×	28 1.6×	8	308
Artin Armagan United States	6	113 0.8×	202 2.3×	15 0.6×	54 2.3×	20 1.1×	9	322
Alain Célisse France	7	65 0.5×	70 0.8×	12 0.5×	43 1.9×	8 0.4×	13	224
Clare A. McGrory Australia	6	139 1.0×	102 1.2×	15 0.6×	18 0.8×	16 0.9×	18	232
Luis E. Nieto‐Barajas Mexico	11	161 1.2×	186 2.1×	10 0.4×	32 1.4×	38 2.1×	35	296
Xiaoqian Sun United States	10	65 0.5×	215 2.5×	20 0.8×	12 0.5×	81 4.5×	27	319
Klaus J. Utikal United States	6	76 0.6×	145 1.7×	10 0.4×	29 1.3×	23 1.3×	11	235
Alexandre G. Patriota Brazil	10	83 0.6×	163 1.9×	12 0.5×	20 0.9×	9 0.5×	32	278
Riccardo Gatto Switzerland	9	107 0.8×	129 1.5×	14 0.6×	24 1.0×	15 0.8×	45	315

Countries citing papers authored by Gertraud Malsiner‐Walli

Since Specialization

Citations

This map shows the geographic impact of Gertraud Malsiner‐Walli's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gertraud Malsiner‐Walli with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gertraud Malsiner‐Walli more than expected).

Fields of papers citing papers by Gertraud Malsiner‐Walli

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gertraud Malsiner‐Walli. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gertraud Malsiner‐Walli. The network helps show where Gertraud Malsiner‐Walli may publish in the future.

Co-authorship network of co-authors of Gertraud Malsiner‐Walli

This figure shows the co-authorship network connecting the top 25 collaborators of Gertraud Malsiner‐Walli. A scholar is included among the top collaborators of Gertraud Malsiner‐Walli based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gertraud Malsiner‐Walli. Gertraud Malsiner‐Walli is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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15 of 15 papers shown

Malsiner‐Walli, Gertraud, Bettina Grün, & Sylvia Frühwirth‐Schnatter. (2025). Without pain – clustering categorical data using a Bayesian mixture of finite mixtures of latent class analysis models. Advances in Data Analysis and Classification.

Malsiner‐Walli, Gertraud, et al.. (2023). Multiparametric Analysis Combining DSC-MR Perfusion and [18F]FET-PET is Superior to a Single Parameter Approach for Differentiation of Progressive Glioma from Radiation Necrosis. Clinical Neuroradiology. 34(2). 351–360. 4 indexed citations

Rittmannsberger, Hans, et al.. (2022). First-episode psychotic disorders in the wake of the COVID-19 pandemic: a descriptive review of casereports. Acta Neuropsychiatrica. 34(6). 289–310. 4 indexed citations

Grün, Bettina, et al.. (2022). Spying on the prior of the number of data clusters and the partition distribution in Bayesian cluster analysis. Australian & New Zealand Journal of Statistics. 64(2). 205–229. 4 indexed citations

Ehrlich, Daniela, Gertraud Malsiner‐Walli, Bettina Grün, et al.. (2021). Lack of association between cortical amyloid deposition and glucose metabolism in early stage Alzheimer´s disease patients. Radiology and Oncology. 56(1). 23–31. 1 indexed citations

Grün, Bettina, Gertraud Malsiner‐Walli, & Sylvia Frühwirth‐Schnatter. (2021). How many data clusters are in the Galaxy data set?. Advances in Data Analysis and Classification. 16(2). 325–349. 4 indexed citations

Frühwirth‐Schnatter, Sylvia, Gertraud Malsiner‐Walli, & Bettina Grün. (2021). Generalized Mixtures of Finite Mixtures and Telescoping Sampling. Bayesian Analysis. 16(4). 18 indexed citations

Malsiner‐Walli, Gertraud, et al.. (2019). Semi‐parametric Regression under Model Uncertainty: Economic Applications. Oxford Bulletin of Economics and Statistics. 81(5). 1117–1143. 2 indexed citations

Wagner, Helga, et al.. (2019). Bayesian Effect Fusion for Categorical Predictors [R package effectFusion version 1.1.2]. 1 indexed citations

10.

Malsiner‐Walli, Gertraud, et al.. (2018). Effect fusion using model-based clustering. Statistical Modelling. 18(2). 175–196. 5 indexed citations

11.

Rittmannsberger, Hans, et al.. (2017). Treatment Duration With Long-Acting Injectable Antipsychotics After In-hospital Initiation. Journal of Clinical Psychopharmacology. 37(2). 250–254. 8 indexed citations

12.

Malsiner‐Walli, Gertraud, Sylvia Frühwirth‐Schnatter, & Bettina Grün. (2016). Identifying Mixtures of Mixtures Using Bayesian Estimation. Journal of Computational and Graphical Statistics. 26(2). 285–295. 34 indexed citations

13.

Malsiner‐Walli, Gertraud & Helga Wagner. (2016). Comparing Spike and Slab Priors for Bayesian Variable Selection. Austrian Journal of Statistics. 40(4). 43 indexed citations

14.

Malsiner‐Walli, Gertraud, Sylvia Frühwirth‐Schnatter, & Bettina Grün. (2014). Model-based clustering based on sparse finite Gaussian mixtures. Statistics and Computing. 26(1-2). 303–324. 93 indexed citations

15.

Rittmannsberger, Hans & Gertraud Malsiner‐Walli. (2013). Mood‐dependent changes of serum lithium concentration in a rapid cycling patient maintained on stable doses of lithium carbonate. Bipolar Disorders. 15(3). 333–337. 7 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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