Publications in Satistics, AI and Data Science

On the accurate computation of expected modularity in probabilistic networks

Shen, Xin; Magnani, Matteo; Rohner, Christian; Skerman, Fiona

Part of Scientific Reports, 2025

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• DOI for On the accurate computation of expected modularity in probabilistic networks
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Renormalized stochastic pressure equation with log-correlated Gaussian coefficients

Avelin, Benny; Kuusi, Tuomo; Nummi, Patrik; Saksman, Eero et al.

Part of Journal of Differential Equations, 2025

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• DOI for Renormalized stochastic pressure equation with log-correlated Gaussian coefficients
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Regularized estimation of Kronecker structured covariance matrix using modified Cholesky decomposition

Dai, Deliang; Hao, Chengcheng; Jin, Shaobo; Liang, Yuli

Part of Journal of Statistical Computation and Simulation, p. 905-930, 2025

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• DOI for Regularized estimation of Kronecker structured covariance matrix using modified Cholesky decomposition
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A Galerkin type method for kinetic Fokker-Planck equations based on Hermite expansions

Avelin, Benny; Hou, Mingyi; Nyström, Kaj

Part of Kinetic and Related Models, p. 634-658, 2024

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• DOI for A Galerkin type method for kinetic Fokker-Planck equations based on Hermite expansions

Weak and Perron Solutions for Stationary Kramers-Fokker-Planck Equations in Bounded Domains

Avelin, Benny; Hou, Mingyi

Manuscript (preprint)

Sparks in the dark

Sunneborn Gudnadottir, Olga; Gallén, Axel; Ripellino, Giulia; Heinrich, Jochen J. et al.

Part of SciPost Physics, 2025

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The effects of age and gender on plasma levels of 63 cytokines

Larsson, Anders; Carlsson, Lena; Gordh, Torsten; Lind, Anne-Li et al.

Part of JIM - Journal of Immunological Methods, p. 58-61, 2015

Article in journal

• DOI for The effects of age and gender on plasma levels of 63 cytokines

Diagnostic activity impacts lifetime risk of prostate cancer diagnosis more strongly than life expectancy

Wilberg Orrason, Andri; Westerberg, Marcus; Albertsen, Peter; Styrke, Johan et al.

Part of PLOS ONE, 2022

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• DOI for Diagnostic activity impacts lifetime risk of prostate cancer diagnosis more strongly than life expectancy
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Changes in Characteristics of Men with Lethal Prostate Cancer During the Past 25 Years: Description of Population-based Deaths

Lycken, Magdalena; Bergengren, Oskar; Drevin, Linda; Garmo, Hans et al.

Part of European Urology Open Science, p. 81-87, 2022

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• DOI for Changes in Characteristics of Men with Lethal Prostate Cancer During the Past 25 Years: Description of Population-based Deaths
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Time to castration-resistant prostate cancer and prostate cancer death according to PSA response in men with non-metastatic prostate cancer treated with gonadotropin releasing hormone agonists

Bonde, Tiago M.; Westerberg, Marcus; Aly, Markus; Eklund, Martin et al.

Part of Scandinavian journal of urology, p. 169-175, 2022

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• DOI for Time to castration-resistant prostate cancer and prostate cancer death according to PSA response in men with non-metastatic prostate cancer treated with gonadotropin releasing hormone agonists
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Statistical Hypothesis Testing and Modelling of Peoples' Power: A Causal Study of the #BlackLivesMatter Movement via Hawkes Processes on Social and Mass Media

Lindström, Alfred; Lindgren, Simon; Sainudiin, Raazesh

Part of DATA MANAGEMENT TECHNOLOGIES AND APPLICATIONS, DATA 2023, p. 95-126, 2024

Conference paper

• DOI for Statistical Hypothesis Testing and Modelling of Peoples' Power: A Causal Study of the #BlackLivesMatter Movement via Hawkes Processes on Social and Mass Media

Once-only colonoscopy or two rounds of faecal immunochemical testing 2 years apart for colorectal cancer screening (SCREESCO): preliminary report of a randomised controlled trial

Forsberg, Anna; Westerberg, Marcus; Metcalfe, Chris; Steele, Robert et al.

Part of The Lancet Gastroenterology & Hepatology, p. 513-521, 2022

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• DOI for Once-only colonoscopy or two rounds of faecal immunochemical testing 2 years apart for colorectal cancer screening (SCREESCO): preliminary report of a randomised controlled trial

Colorectal cancer screening with fecal immunochemical testing or primary colonoscopy: An analysis of health equity based on a randomised trial

Strömberg, U.; Bonander, C.; Westerberg, Marcus; Levin, L.Å. et al.

Part of eClinicalMedicine, 2022

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• DOI for Colorectal cancer screening with fecal immunochemical testing or primary colonoscopy: An analysis of health equity based on a randomised trial
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Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI

Langner, Taro; Gustafsson, Fredrik K.; Avelin, Benny; Strand, Robin et al.

Part of Computerized Medical Imaging and Graphics, 2021

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• DOI for Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRI
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What is the link between temperature, carbon dioxide and methane?: A multivariate Granger causality analysis based on ice core data from Dome C in Antarctica

Larsson, Rolf; Persson, Erik K.

Part of Journal of Theoretical and Applied Climatology, p. 49-55, 2023

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• DOI for What is the link between temperature, carbon dioxide and methane?: A multivariate Granger causality analysis based on ice core data from Dome C in Antarctica
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Distributed training and scalability for the particle clustering method UCluster

Sunneborn Gudnadottir, Olga; Gedon, Daniel; Desmarais, Colin; Bengtsson Bernander, Karl et al.

Part of 25TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS, CHEP 2021, 2021

Conference paper

• DOI for Distributed training and scalability for the particle clustering method UCluster
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Fast estimation of generalized linear latent variable models for performance and process data with ordinal, continuous, and count observed variables

Zhang, Maoxin; Andersson, Bjoern; Jin, Shaobo

Part of British Journal of Mathematical & Statistical Psychology, p. 477-507, 2024

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• DOI for Fast estimation of generalized linear latent variable models for performance and process data with ordinal, continuous, and count observed variables
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From flip processes to dynamical systems on graphons

Garbe, Frederik; Hladky, Jan; Sileikis, Matas; Skerman, Fiona

Part of Annales de l'I.H.P. Probabilites et statistiques, p. 2878-2922, 2024

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• DOI for From flip processes to dynamical systems on graphons

An exploratory study of the damage markers NfL, GFAP, and t-Tau, in cerebrospinal fluid and other findings from a patient cohort enriched for suspected autoimmune psychiatric disease

Syk, Mikaela; Tornvind, Emma; Gallwitz, Maike; Fällmar, David et al.

Part of Translational Psychiatry, 2024

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• DOI for An exploratory study of the damage markers NfL, GFAP, and t-Tau, in cerebrospinal fluid and other findings from a patient cohort enriched for suspected autoimmune psychiatric disease
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Monitoring of Protein Biomarkers of Inflammation in Human Traumatic Brain Injury Using Microdialysis and Proximity Extension Assay Technology in Neurointensive Care

Dyhrfort, Philip; Shen, Qiujin; Clausen, Fredrik; Thulin, Måns et al.

Part of Journal of Neurotrauma, p. 2872-2885, 2019

Article in journal

• DOI for Monitoring of Protein Biomarkers of Inflammation in Human Traumatic Brain Injury Using Microdialysis and Proximity Extension Assay Technology in Neurointensive Care
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A note on the capacity estimate in metastability for generic configurations

Avelin, Benny; Julin, Vesa

Part of Manuscripta mathematica, p. 245-266, 2024

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• DOI for A note on the capacity estimate in metastability for generic configurations
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Modularity and Graph Expansion

Louf, Baptiste; McDiarmid, Colin; Skerman, Fiona

Part of 15TH INNOVATIONS IN THEORETICAL COMPUTER SCIENCE CONFERENCE, ITCS 2024, 2024

Conference paper

• DOI for Modularity and Graph Expansion
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Shrinkage estimation in the zero-inflated Poisson regression model with right-censored data

Zandi, Zahra; Bevrani, Hossein; Belaghi, Reza Arabi

Part of Communications in Statistics - Theory and Methods, p. 4898-4917, 2024

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• DOI for Shrinkage estimation in the zero-inflated Poisson regression model with right-censored data

Liu-type shrinkage strategies in zero-inflated negative binomial models with application to Expenditure and Default Data

Zandi, Zahra; Arabi Belaghi, Reza; Bevrani, Hossein

Part of Communications in statistics. Simulation and computation, p. 4071-4101, 2024

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• DOI for Liu-type shrinkage strategies in zero-inflated negative binomial models with application to Expenditure and Default Data

Geometric Characterization of the Eyring-Kramers Formula

Avelin, Benny; Julin, Vesa; Viitasaari, Lauri

Part of Communications in Mathematical Physics, p. 401-437, 2023

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• DOI for Geometric Characterization of the Eyring-Kramers Formula
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A branching process with deletions and mergers that matches the threshold for hypercube percolation

Eslava, Laura; Penington, Sarah; Skerman, Fiona

Part of Annales de l'I.H.P. Probabilites et statistiques, p. 1418-1457, 2024

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• DOI for A branching process with deletions and mergers that matches the threshold for hypercube percolation

Cerebrospinal fluid and plasma concentrations of the inflammatory marker soluble CD27 in a large surgical population

Tigchelaar, Celien; Cunningham, Janet L.; Rasmusson, Annica J.; Thulin, Måns et al.

Part of iScience, 2024

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• DOI for Cerebrospinal fluid and plasma concentrations of the inflammatory marker soluble CD27 in a large surgical population
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kappa-cut on paths and some trees

Cai, Xing Shi; Holmgren, Cecilia; Devroye, Luc; Skerman, Fiona

Part of Electronic Journal of Probability, 2019

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• DOI for kappa-cut on paths and some trees
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Confidence Distributions for the Autoregressive Parameter

Larsson, Rolf

Part of American Statistician, p. 58-65, 2024

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• DOI for Confidence Distributions for the Autoregressive Parameter
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Confidence intervals for distributional positions

Holm, Sture; Larsson, Rolf

Part of Communications in Statistics - Theory and Methods, p. 2645-2660, 2024

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• DOI for Confidence intervals for distributional positions
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Child and Parent Risk and Resilience Factors as Predictors of Long-term Recovery in Youth Undergoing Spinal Fusion Surgery

Thorsell Cederberg, Jenny; Bartels, Sara Laureen; Thulin, Måns; Beeckman, Melanie et al.

Part of The Clinical Journal of Pain, p. 278-287, 2024

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• DOI for Child and Parent Risk and Resilience Factors as Predictors of Long-term Recovery in Youth Undergoing Spinal Fusion Surgery
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How close is a fractional process to a random walk with drift?

Larsson, Rolf

Part of Journal of Time Series Econometrics, p. 217-234, 2015

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• DOI for How close is a fractional process to a random walk with drift?

Biases of correlograms and of AR representations of stationary series

Abadir, Karim M.; Larsson, Rolf

Part of Journal of Time Series Econometrics, 2012

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• DOI for Biases of correlograms and of AR representations of stationary series

Obituary for Helga Bunke (13 July 1938-4 May 2014)

Gladitz, Johannes; Nussbaum, Michael; Zwanzig, Silvelyn

Part of Statistics (Berlin), p. 1187-1188, 2015

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• DOI for Obituary for Helga Bunke (13 July 1938-4 May 2014)

Is it easier to count communities than find them?

Rush, Cynthia; Skerman, Fiona; Wein, Alexander S.; Yang, Dana

Part of 14th Innovations in Theoretical Computer Science Conference (ITCS 2023), 2023

Conference paper

• DOI for Is it easier to count communities than find them?
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A Quantile Generalized Additive Approach for Compound Climate Extremes: Pan-Atlantic Extremes as a Case Study

Olivetti, Leonardo; Messori, Gabriele; Jin, Shaobo

Part of Journal of Advances in Modeling Earth Systems, 2024

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• DOI for A Quantile Generalized Additive Approach for Compound Climate Extremes: Pan-Atlantic Extremes as a Case Study
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Assigning times to minimise reachability in temporal graphs

Enright, Jessica; Meeks, Kitty; Skerman, Fiona

Part of Journal of computer and system sciences (Print), p. 169-186, 2021

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• DOI for Assigning times to minimise reachability in temporal graphs
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Random tree recursions: Which fixed points correspond to tangible sets of trees?

Johnson, Tobias; Podder, Moumanti; Skerman, Fiona

Part of Random structures & algorithms (Print), p. 796-837, 2020

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• DOI for Random tree recursions: Which fixed points correspond to tangible sets of trees?

Guessing Numbers of Odd Cycles

Atkins, Ross; Rombach, Puck; Skerman, Fiona

Part of The Electronic Journal of Combinatorics, 2017

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• DOI for Guessing Numbers of Odd Cycles
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Degree sequences of random digraphs and bipartite graphs

McKay, Brendan D.; Skerman, Fiona

Part of Journal of Combinatorics, p. 21-49, 2016

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• DOI for Degree sequences of random digraphs and bipartite graphs

Avoider-enforcer star games

Grzesik, Andrzej; Mikalački, Mirjana; Nagy, Zoltán Lóránt; Naor, Alon et al.

Part of Discrete Mathematics & Theoretical Computer Science, p. 145-160, 2015

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• DOI for Avoider-enforcer star games

Improved shrinkage estimators in the beta regression model with application in econometric and educational data

Belaghi, Reza; Asar, Yasin; Larsson, Rolf

Part of Statistical papers, p. 1891-1912, 2023

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• DOI for Improved shrinkage estimators in the beta regression model with application in econometric and educational data
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Increased levels of a subset of angiogenesis-related plasma proteins in essential thrombocythemia

Vikman, Sofia; Larsson, Anders; Thulin, Måns; Karlsson, Torbjörn

Part of Upsala Journal of Medical Sciences, 2023

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• DOI for Increased levels of a subset of angiogenesis-related plasma proteins in essential thrombocythemia
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Increased plasma endostatin and GDF15 in indolent non-Hodgkin lymphoma

Hidman, Josefin; Larsson, Anders; Thulin, Måns; Karlsson, Torbjörn

Part of Upsala Journal of Medical Sciences, 2023

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• DOI for Increased plasma endostatin and GDF15 in indolent non-Hodgkin lymphoma
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Identifying Potential miRNA Biomarkers for Gastric Cancer Diagnosis Using Machine Learning Variable Selection Approach

Gilani, Neda; Belaghi, Reza Arabi; Aftabi, Younes; Faramarzi, Elnaz et al.

Part of Frontiers in Genetics, 2022

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• DOI for Identifying Potential miRNA Biomarkers for Gastric Cancer Diagnosis Using Machine Learning Variable Selection Approach
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The modularity of random graphs on the hyperbolic plane

Chellig, Jordan; Fountoulakis, Nikolaos; Skerman, Fiona

Part of Journal of Complex Networks, 2021

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• DOI for The modularity of random graphs on the hyperbolic plane
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Survival for a Galton-Watson tree with cousin mergers

Eslava, Laura; Penington, Sarah; Skerman, Fiona

Part of PROCEEDINGS OF THE XI LATIN AND AMERICAN ALGORITHMS, GRAPHS AND OPTIMIZATION SYMPOSIUM, p. 445-452, 2021

Conference paper

• DOI for Survival for a Galton-Watson tree with cousin mergers
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Adjustment of Anticipatory Covariates in Retrospective Surveys: An Expected Likelihood Approach

Ghilagaber, Gebrenegus; Larsson, Rolf; Srivastava, Hari Mohan

Part of STATS, p. 1179-1197, 2023

Article in journal

• DOI for Adjustment of Anticipatory Covariates in Retrospective Surveys: An Expected Likelihood Approach
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Increased plasma levels of soluble programmed death ligand 1 (sPD-L1) and fibroblast growth factor 23 (FGF-23) in patients with Graves' ophthalmopathy in comparison to hyperthyroid patients without Graves' ophthalmopathy.

Khamisi, Selwan; Karlsson, Anders; Ljunggren, Östen; Thulin, Måns et al.

Part of Cytokine, p. 156269, 2023

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• DOI for Increased plasma levels of soluble programmed death ligand 1 (sPD-L1) and fibroblast growth factor 23 (FGF-23) in patients with Graves' ophthalmopathy in comparison to hyperthyroid patients without Graves' ophthalmopathy.
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Inflammatory Serum Protein Profiling of Patients with Lumbar Radicular Pain One Year after Disc Herniation

Moen, Aurora; Lind, Anne-Li; Thulin, Måns; Kamali-Moghaddam, Masood et al.

Part of International Journal of Inflammation, 2016

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• DOI for Inflammatory Serum Protein Profiling of Patients with Lumbar Radicular Pain One Year after Disc Herniation
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