Publikationer inom statistik, AI och data science

The SVM Approach for Box–Jenkins Models

Amiri, Saeid; von Rosen, Dietrich; Zwanzig, Silvelyn

Ingår i REVSTAT, s. 23-36, 2009

Artikel i tidskrift

Confidence Distributions for the INAR Parameter

Larsson, Rolf

Ingår i Stat, 2025

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• DOI för Confidence Distributions for the INAR Parameter
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Approximating temporal modularity on graphs of small underlying treewidth

Agdur, Vilhelm; Enright, Jessica; Larios-Jones, Laura; Meeks, Kitty et al.

2025

Konferensbidrag

Detecting Slag Formations with Deep Convolutional Neural Networks

von Koch, Christian; Anzen, William; Fischer, Max; Sainudiin, Raazesh

Ingår i Pattern Recognition, s. 559-573, 2021

Konferensbidrag

• DOI för Detecting Slag Formations with Deep Convolutional Neural Networks

Embedding Small Digraphs and Permutations in Binary Trees and Split Trees

Albert, Michael; Holmgren, Cecilia; Johansson, Tony; Skerman, Fiona

Ingår i Algorithmica, s. 589-615, 2020

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• DOI för Embedding Small Digraphs and Permutations in Binary Trees and Split Trees
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The Parameterised Complexity of Computing the Maximum Modularity of a Graph

Meeks, Kitty; Skerman, Fiona

Ingår i 13th International Symposium on Parameterized and Exact Computation (IPEC 2018), 2019

Konferensbidrag

• DOI för The Parameterised Complexity of Computing the Maximum Modularity of a Graph
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The Parameterised Complexity of Computing the Maximum Modularity of a Graph

Meeks, Kitty; Skerman, Fiona

Ingår i Algorithmica, s. 2174-2199, 2019

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• DOI för The Parameterised Complexity of Computing the Maximum Modularity of a Graph

Modularity and random graphs

McDiarmid, Colin; Skerman, Fiona

Manuskript (preprint)

• DOI för Modularity and random graphs

Logical limit laws for Mallows random permutations

Muller, Tobias; Skerman, Fiona; Verstraaten, Teun W.

Manuskript (preprint)

• DOI för Logical limit laws for Mallows random permutations

Modularity and partially observed graphs

McDiarmid, Colin; Skerman, Fiona

Manuskript (preprint)

• DOI för Modularity and partially observed graphs

Modularity of nearly complete graphs and bipartite graphs

McDiarmid, Colin; Skerman, Fiona

Manuskript (preprint)

• DOI för Modularity of nearly complete graphs and bipartite graphs

Tests for multivariate normality based on canonical correlations

Thulin, Måns

Ingår i Statistical Methods & Applications, s. 189-208, 2014

Artikel i tidskrift

• DOI för Tests for multivariate normality based on canonical correlations

What is the link between temperature and Carbon Dioxide levels? A Granger Causality analysis based on ice core data

Kang, Jian; Larsson, Rolf

Ingår i Journal of Theoretical and Applied Climatology, s. 537-548, 2014

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• DOI för What is the link between temperature and Carbon Dioxide levels? A Granger Causality analysis based on ice core data

Approximation of BV functions by neural networks: A regularity theory approach

Avelin, Benny; Julin, Vesa

Ingår i Analysis and Applications, s. 1178-1179, 2025

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• DOI för Approximation of BV functions by neural networks: A regularity theory approach

Posterior rates of convergence for composite quantile regression

Arnroth, Lukas; Jin, Shaobo

Ingår i Communications in Statistics - Theory and Methods, s. 5460-5469, 2025

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• DOI för Posterior rates of convergence for composite quantile regression
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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.

Ingår i Frontiers in Digital Health, 2023

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• DOI för Identifying potential circulating miRNA biomarkers for the diagnosis and prediction of ovarian cancer using machine-learning approach: application of Boruta
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An appraisal of approximation error in variational inference

Zwanzig, Silvelyn; Ahmad, Rauf

Ingår i Statistics and Probability Letters, 2025

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• DOI för An appraisal of approximation error in variational inference
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On the accurate computation of expected modularity in probabilistic networks

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

Ingår i Scientific Reports, 2025

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• DOI för 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.

Ingår i Journal of Differential Equations, 2025

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• DOI för 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

Ingår i Journal of Statistical Computation and Simulation, s. 905-930, 2025

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• DOI för 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

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

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

Avelin, Benny; Hou, Mingyi

Manuskript (preprint)

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

Konferensbidrag

• 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

Artikel i tidskrift

• 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

Artikel i tidskrift

• 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 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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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

Artikel i tidskrift

• 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