Publications in Satistics, AI and Data Science

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

Article in journal

• 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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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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• DOI for Confidence intervals for distributional positions
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Weak and Perron's Solutions to Linear Kinetic Fokker-Planck Equations of Divergence Form in Bounded Domains

Avelin, Benny; Hou, Mingyi

Manuscript (preprint)

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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

• DOI for Increased plasma endostatin and GDF15 in indolent non-Hodgkin lymphoma
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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

Article in journal

• 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

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

Article in journal

• 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

Article in journal

• 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

Article in journal

• 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

Article in journal

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

Larsson, Rolf; Rydén, Jesper

Part of Communications in statistics. Simulation and computation, p. 4592-4602, 2023

Article in journal

• DOI for Applications of discrete factor analysis
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Geometric Characterization of the Eyring-Kramers Formula

Avelin, Benny; Julin, Vesa; Viitasaari, Lauri

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

Article in journal

• DOI for Geometric Characterization of the Eyring-Kramers Formula
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Neural ODEs as the deep limit of ResNets with constant weights

Avelin, Benny; Nyström, Kaj

Part of Analysis and Applications, p. 397-437, 2021

Article in journal

• DOI for Neural ODEs as the deep limit of ResNets with constant weights

Estimating irradiated nuclear fuel characteristics by nonlinear multivariate regression of simulated gamma-ray emissions

Åberg Lindell, Matilda; Andersson, Peter; Grape, Sophie; Håkansson, Ane et al.

Part of Nuclear Instruments and Methods in Physics Research Section A, p. 85-91, 2018

Article in journal

• DOI for Estimating irradiated nuclear fuel characteristics by nonlinear multivariate regression of simulated gamma-ray emissions

The cost of using exact confidence intervals for a binomial proportion

Thulin, Måns

Part of Electronic Journal of Statistics, p. 817-840, 2014

Article in journal

• DOI for The cost of using exact confidence intervals for a binomial proportion

Identifying potential circulating miRNA biomarkers for the diagnosis and prediction of ovarian cancer using machine-learning approach: application of Boruta

Hamidi, Farzaneh; Gilani, Neda; Belaghi, Reza; Yaghoobi, Hanif et al.

Part of FRONTIERS IN DIGITAL HEALTH, 2023

Article in journal

• DOI for Identifying potential circulating miRNA biomarkers for the diagnosis and prediction of ovarian cancer using machine-learning approach: application of Boruta
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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

Article in journal

• 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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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

Article in journal

• 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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Distributed training and scalability for the particle clustering method UCluster

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

Part of EPJ Web of Conferences, p. 1068-1068, 2021

Article in journal

• DOI for Distributed training and scalability for the particle clustering method UCluster

Deep Limits and a Cut-Off Phenomenon for Neural Networks

Avelin, Benny; Karlsson, Anders

Part of Journal of machine learning research, 2022

Article in journal

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Estimation in discrete time coarsened multivariate longitudinal models

Westerberg, Marcus

Part of Statistical Methods in Medical Research, p. 806-819, 2023

Article in journal

• DOI for Estimation in discrete time coarsened multivariate longitudinal models
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On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach

Jin, Shaobo

Part of Structural Equation Modeling, p. 245-257, 2023

Article in journal

• DOI for On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach
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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

Article in journal

• DOI for Diagnostic activity impacts lifetime risk of prostate cancer diagnosis more strongly than life expectancy
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Fast estimation of multiple group generalized linear latent variable models for categorical observed variables

Andersson, Björn; Jin, Shaobo; Zhang, Maoxin

Part of Computational Statistics & Data Analysis, 2023

Article in journal

• DOI for Fast estimation of multiple group generalized linear latent variable models for categorical observed variables
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Finding large expanders in graphs: from topological minors to induced subgraphs

Louf, Baptiste; Skerman, Fiona

Part of The Electronic Journal of Combinatorics, 2023

Article in journal

• DOI for Finding large expanders in graphs: from topological minors to induced subgraphs
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Profiling surface proteins on individual exosomes using a proximity barcoding assay

Wu, Di; Yan, Junhong; Shen, Xia; Sun, Yu et al.

Part of Nature Communications, 2019

Article in journal

• DOI for Profiling surface proteins on individual exosomes using a proximity barcoding assay
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Trends in Treatments With Disease-Specific and Interfering Drugs in Patients With Hereditary Angioedema in Sweden

Bjorkman, Linda Sundler; Thulin, Måns; Ekstrom, Magnus; Nordenfelt, Patrik et al.

Part of Journal of Allergy and Clinical Immunology, p. 621-628, 2023

Article in journal

• DOI for Trends in Treatments With Disease-Specific and Interfering Drugs in Patients With Hereditary Angioedema in Sweden
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Usefulness of discography, discoblock and a new mechanical method for identifying a painful segment/disc

Nyström, Bo; Schillberg, B.; Jin, Shaobo; Taube, Adam

Part of Neuro-chirurgie, 2023

Article in journal

• DOI for Usefulness of discography, discoblock and a new mechanical method for identifying a painful segment/disc

Bartlett correction of an independence test in a multivariate Poisson model

Larsson, Rolf

Part of Statistica Neerlandica, p. 391-417, 2022

Article in journal

• DOI for Bartlett correction of an independence test in a multivariate Poisson model
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Modularity of regular and treelike graphs

McDiarmid, Colin; Skerman, Fiona

Part of Journal of Complex Networks, p. 596-619, 2018

Article in journal

• DOI for Modularity of regular and treelike graphs

No additional tournaments are quasirandom-forcing?

Hancock, Robert; Kabela, Adam; Kral', Daniel; Martins, Taisa et al.

Part of European journal of combinatorics (Print), 2023

Article in journal

• DOI for No additional tournaments are quasirandom-forcing?

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

Article in journal

• 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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