Publikationer inom statistik, AI och data science

Sparks in the dark

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

Ingår i SciPost Physics, 2025

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• DOI för Sparks in the dark
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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.

Ingår i JIM - Journal of Immunological Methods, s. 58-61, 2015

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• DOI för 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.

Ingår i PLOS ONE, 2022

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• DOI för 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.

Ingår i European Urology Open Science, s. 81-87, 2022

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• DOI för 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.

Ingår i Scandinavian journal of urology, s. 169-175, 2022

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• DOI för 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

Ingår i DATA MANAGEMENT TECHNOLOGIES AND APPLICATIONS, DATA 2023, s. 95-126, 2024

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• DOI för 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.

Ingår i The Lancet Gastroenterology & Hepatology, s. 513-521, 2022

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• DOI för 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.

Ingår i eClinicalMedicine, 2022

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• DOI för 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.

Ingår i Computerized Medical Imaging and Graphics, 2021

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• DOI för 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.

Ingår i Journal of Theoretical and Applied Climatology, s. 49-55, 2023

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• DOI för 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.

Ingår i 25TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS, CHEP 2021, 2021

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• DOI för 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

Ingår i British Journal of Mathematical & Statistical Psychology, s. 477-507, 2024

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• DOI för 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

Ingår i Annales de l'I.H.P. Probabilites et statistiques, s. 2878-2922, 2024

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• DOI för 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.

Ingår i Translational Psychiatry, 2024

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• DOI för 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.

Ingår i Journal of Neurotrauma, s. 2872-2885, 2019

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

Avelin, Benny; Hou, Mingyi; Nyström, Kaj

Ingår i Kinetic and Related Models, s. 634-658, 2024

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

A note on the capacity estimate in metastability for generic configurations

Avelin, Benny; Julin, Vesa

Ingår i Manuscripta mathematica, s. 245-266, 2024

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• DOI för 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

Ingår i 15TH INNOVATIONS IN THEORETICAL COMPUTER SCIENCE CONFERENCE, ITCS 2024, 2024

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• DOI för 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

Ingår i Communications in Statistics - Theory and Methods, s. 4898-4917, 2024

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• DOI för 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

Ingår i Communications in statistics. Simulation and computation, s. 4071-4101, 2024

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• DOI för 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

Ingår i Communications in Mathematical Physics, s. 401-437, 2023

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• DOI för 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

Ingår i Annales de l'I.H.P. Probabilites et statistiques, s. 1418-1457, 2024

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• DOI för 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.

Ingår i iScience, 2024

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• DOI för 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

Ingår i Electronic Journal of Probability, 2019

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

Larsson, Rolf

Ingår i American Statistician, s. 58-65, 2024

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

Holm, Sture; Larsson, Rolf

Ingår i Communications in Statistics - Theory and Methods, s. 2645-2660, 2024

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• DOI för 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

Manuskript (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.

Ingår i The Clinical Journal of Pain, s. 278-287, 2024

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• DOI för 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

Ingår i Journal of Time Series Econometrics, s. 217-234, 2015

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• DOI för 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

Ingår i Journal of Time Series Econometrics, 2012

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• DOI för 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

Ingår i Statistics (Berlin), s. 1187-1188, 2015

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• DOI för 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

Ingår i 14th Innovations in Theoretical Computer Science Conference (ITCS 2023), 2023

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• DOI för 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

Ingår i Journal of Advances in Modeling Earth Systems, 2024

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• DOI för 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

Ingår i Journal of computer and system sciences (Print), s. 169-186, 2021

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• DOI för 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

Ingår i Random structures & algorithms (Print), s. 796-837, 2020

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

Guessing Numbers of Odd Cycles

Atkins, Ross; Rombach, Puck; Skerman, Fiona

Ingår i The Electronic Journal of Combinatorics, 2017

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

McKay, Brendan D.; Skerman, Fiona

Ingår i Journal of Combinatorics, s. 21-49, 2016

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• DOI för Degree sequences of random digraphs and bipartite graphs

Avoider-enforcer star games

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

Ingår i Discrete Mathematics & Theoretical Computer Science, s. 145-160, 2015

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• DOI för 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

Ingår i Statistical papers, s. 1891-1912, 2023

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• DOI för 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

Ingår i Upsala Journal of Medical Sciences, 2023

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• DOI för 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

Ingår i Upsala Journal of Medical Sciences, 2023

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• DOI för 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.

Ingår i Frontiers in Genetics, 2022

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• DOI för 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

Ingår i Journal of Complex Networks, 2021

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• DOI för 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

Ingår i PROCEEDINGS OF THE XI LATIN AND AMERICAN ALGORITHMS, GRAPHS AND OPTIMIZATION SYMPOSIUM, s. 445-452, 2021

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• DOI för 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

Ingår i STATS, s. 1179-1197, 2023

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• DOI för 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.

Ingår i Cytokine, s. 156269, 2023

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• DOI för 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.

Ingår i International Journal of Inflammation, 2016

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• DOI för 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

Ingår i Communications in statistics. Simulation and computation, s. 4592-4602, 2023

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• DOI för Applications of discrete factor analysis
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Neural ODEs as the deep limit of ResNets with constant weights

Avelin, Benny; Nyström, Kaj

Ingår i Analysis and Applications, s. 397-437, 2021

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• DOI för 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.

Ingår i Nuclear Instruments and Methods in Physics Research Section A, s. 85-91, 2018

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