Scientific Programme

Graz, 20. - 22. April 2022

Session 1 Wednesday Morning

Location: HS H, Kopernikusgasse 24
Chair: Janez Stare

10:00-11:00 

Registration


11.00-11.20 

Herwig Friedl, Matevž Bren

Opening

11:20-11:40 

Maja Pohar Perme, Damjan Manevski, Nina Ružić Gorenjec, Per Kragh Andersen

Expected Life Years Compared to the General Population

11:40-12:00 

Damjan Manevski, Maja Pohar Perme, Tina Košuta

Estimating the Life Years Lost of Cancer Patients

12:00-12:20 

Bor Vratanar, Maja Pohar Perme


Evaluating Cancer Screening Programmes Using Survival Analysis

Session 2 Wednesday Afternoon

Location: HS H, Kopernikusgasse 24
Chair: Siegfried Hörmann

14:00-14:20 

Dankmar Böhning

On the Equivalence of One-inflated Zero-truncated and Zero-truncated One-inflated Count Data Likelihoods

14:20-14:40 

Laura Vana, Rainer Hirk

A Joint Model of Continuous and Ordinal Outcomes

14:40-15:00 

Siegfried Hörmann, Thomas Kuenzer, Gregory Rice


Estimating the Conditional Distribution in Functional Regression Problems

15:00-15:20 

Siegfried Hörmann, Fatima Jammoul


Prediction in Functional Regression with Discretely Observed and Noisy Covariates

15:20-15:40 

Mihael Perman, Jon Wellner


An Excursion Approach to Functionals of the Brownian Bridge

Session 3 Wednesday Afternoon

Location: HS H, Kopernikusgasse 24
Chair: Maja Pohar Perme

16:10-16:55 

Rok Blagus


Correct Specification of Design Matrices in Linear Mixed Effects Models

16:55-17:15 

Florian Schwendinger, Benjamin Schwendinger, Laura Vana

Holistic Generalized Linear Models


17:15-17:35 

Barbara Brune, Irene Ortner, Peter Filzmoser

Rank-based Estimation of Mixed Effects Models with Random Slopes

Session 4 Thursday Morning

Location: HS H, Kopernikusgasse 24
Chair: Arne Bathke

9:00-9:45 

Andreas Mayr

Prediction Accuracy, Sparsity and Clinical Reality: a Case Study on Statistical Learning

9:45-10:05 

Nataša Kejžar, Daša Stupica

Modelling the Impact of SARS-CoV-2 Primary Vaccination in a Cohort of Patients Hospitalized for Acute COVID-19 during Delta Variant Predominance

10:05-10:25 

Lukas Richter, Alena Chalupka, Daniela Schmid, Ernst Stadlober

Statistical Methods Used for National Surveillance of the SARS-CoV-2 Epidemic in Austria

Session 5 Thursday Morning

Location: HS H, Kopernikusgasse 24
Chair: Andreas Mayr

10:55-11:15 

Denisa Naidin, Sofie Waltl, Michael Ziegelmeyer


Objectified Housing Sales and Rent Prices in Representative Household Surveys: the Impact on Macroeconomic Statistics

11:15-11:35 

Miriam Steurer, Norbert Pfeifer

Stabilizing Geo-Spatial Splines with Helperpoints – How to Estimate Smooth Price Surfaces When There Are Data Gaps

11:35-11:55 

Andrej Srakar

Asymptotic Properties of Multiple Indicators Multiple Causes Model in Cross-Sectional and Time Series Perspective

ÖSG Awards Session Thursday Morning

Location: HS H, Kopernikusgasse 24
Chair: Ulrike Schneider
11:55-12:35

Session 6A Thursday Afternoon

Location: HS H, Kopernikusgasse 24
Chair: Anuška Ferligoj

14:00-14:20 

Aleš Žiberna

Blockmodeling Linked Networks


14:20-14:40 

Marjan Cugmas, Aleš Žiberna


Comparison of Blockmodeling Approaches for Temporal Networks Using Simulations

14:40-15:00 

Fabio Telarico

Making Blockmodeling Easier - R Shiny as a GUI for Generalised Block-Modelling

15:00-15:20 

Vladimir Batagelj

Projections of Binary Two-mode Networks

15:20-15:40 

Luka Kronegger, Franc Mali, Pablo Lucas, Anuška Ferligoj

Collaboration Dynamics among Institutions in the European Research Space

Session 6B Thursday Afternoon

Location: HS BMT, Stremayrgasse 16
Chair: Andreas Futschik

14:00-14:20 

Sanela Omerovic

Finite Mixtures of Generalized Nonlinear Models

14:20-14:40 

Theresa Scharl, Bettina Grün

Modeling Three-Way RNA Sequencing Data Using Data Transformations and Matrix-Variate Gaussian

14:40-15:00 

Ursula Laa

Teaching Computers to See Patterns in Scatterplots with Scagnostics

15:00-15:20 

Lara Lusa, Marianne Huebner

Initial Data Analysis for Longitudinal Data: a General Framework

15:20-15:40 

Gregor de Cillia

A Look Behind the Scenes

15:40-16:00 

Stefanie Jauk, Diether Kramer, Alexander Avian, Andrea Berghold, Werner Leodolter, Stefan Schulz

Evaluation of a Machine Learning-Based Delirium Risk Stratification Tool in Clinical Routine

Reception given by the Governor of Styria

only for participants with invitation cards, i.e. those who are registered for it!

Location:

Weißer Saal, Grazer Burg, Hofgasse 15

Date, Time:

Thursday 18:30 (start of admission and verification of the green pass , currently 3G, the digital COVID certificate)

Session 7 Friday Morning

Location: HS H, Kopernikusgasse
Chair: Helga Wagner

9:00-9:45 

Gregor Kastner

Time Series Predictions and Model Comparison in the Bayesian Paradigm

9:45-10:05 

Alejandra Avalos-Pacheco

Cross-study Bayesian Factor Regression in Heterogenous High-dimensional Data

10:05-10:15 

Yuehao Xu, Andreas Futschik, Ritabrata Dutta

Joint Likelihood-Free Inference of Number of Selected SNPs and Selection Coefficient in an Evolving Population

10:15-10:25 

Yuexuan Wang, Andreas Futschik, Ritabrata Dutta

Sparse Bayesian Unbounded Linear Models with Unknown Design over Finite Alphabets

Session 8A Friday Morning

Location: HS H, Kopernikusgasse
Chair: Bettina Grün

10:55-11:15 

Doris Schadler, Ernst Stadlober

A New Statistic Based on Mahalanobis Distance and Forecast Residual for an Adaptive Model-based Fault Detection Approach

11:15-11:35 

Thomas Mambrini

Image Recognition in PCB Production (AI Manufacturing)

11:35-11:55 

Matthias Medl, Theresa Scharl-Hirsch, Astrid Dürauer, Friedrich Leisch

Deep Learning for Modelling High-dimensional Data of a Biopharmaceutical Purification Process

11:55-12:15

Malte Launspach

Statistical Process Control - Experiences from SemiCon Industry

12:15-12:35 

Peter Scheibelhofer

Statistical Yield Limits for Semiconductor Wafers

Session 8B Friday Morning

Location: HS BMT, Stremayrgasse 16
Chair: Gregor Kastner

10:55-11:15 

Helga Wagner

Factor-augmented Bayesian Treatment Effect Models for Panel Outcomes

11:15-11:35 

A. Mozdzen, G. Kastner, A. Cremaschi, A. Cadonna, A. Guglielmi

Bayesian Modeling and Clustering for Spatio-temporal Areal Data

11:35-11:55 

Elham Yousefi

Active Discrimination Learning

11:55-12:15

Helmut Waldl

Considering Covariances in Criteria for Optimal Designs for Prediction

12:15-12:35 

Bernhard Spangl

Minimal Sample Size in Balanced ANOVA Models and its Calculation Using the R Package "miniSize"

Session 9 Friday Afternoon

Location: HS H, Kopernikusgasse 24
Chair: Dankmar Böhning

14:00-14:45 

Bettina Grün

Flexible Bayesian Model-Based Clustering Using Finite Mixtures

14:45-15:05 

Jan Vávra

GLMM Based Clustering of Multivariate Mixed Type Longitudinal Data

15:05-15:25 

Sylvia Frühwirth-Schnatter, Gregor Zens

Sparse Mixture-Of-Experts Models

15:25-15:35 

Herwig Friedl

Closing

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