Search Results - "Claassen, Tom"

A Causal and Mediation Analysis of the Comorbidity Between Attention Deficit Hyperactivity Disorder (ADHD) and Autism Spectrum Disorder (ASD) by Sokolova, Elena, Oerlemans, Anoek M., Rommelse, Nanda N., Groot, Perry, Hartman, Catharina A., Glennon, Jeffrey C., Claassen, Tom, Heskes, Tom, Buitelaar, Jan K.

“…Autism spectrum disorder (ASD) and Attention-deficit/hyperactivity disorder (ADHD) are often comorbid. The purpose of this study is to explore the…”
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Spectral Ranking of Causal Influence in Complex Systems by Zalmijn, Errol, Heskes, Tom, Claassen, Tom

“…Similar to natural complex systems, such as the Earth's climate or a living cell, semiconductor lithography systems are characterized by nonlinear dynamics…”
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Statistical Evidence Suggests that Inattention Drives Hyperactivity/Impulsivity in Attention Deficit-Hyperactivity Disorder by Sokolova, Elena, Groot, Perry, Claassen, Tom, van Hulzen, Kimm J, Glennon, Jeffrey C, Franke, Barbara, Heskes, Tom, Buitelaar, Jan

“…Numerous factor analytic studies consistently support a distinction between two symptom domains of attention-deficit/hyperactivity disorder (ADHD), inattention…”
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The structure of dimensions of psychopathology in normative and clinical samples: Applying causal discovery to MMPI-2-RF scales to investigate clustering of psychopathology spectra and p-factors by Langwerden, Robbert J., Van der Heijden, Paul T., Claassen, Tom, Derksen, Jan J. L., Egger, Jos I. M.

“…We applied a Bayesian Constraint-based Causal Discovery method (BCCD) to examine the hierarchical structure of the Minnesota Multiphasic Personality…”
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Discovering Ecological Relationships in Flowing Freshwater Ecosystems by Mielke, Konrad P., Schipper, Aafke M., Heskes, Tom, Zijp, Michiel C., Posthuma, Leo, Huijbregts, Mark A. J., Claassen, Tom

“…Knowledge of ecological responses to changes in the environment is vital to design appropriate measures for conserving biodiversity. Experimental studies are…”
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Inferring the direction of a causal link and estimating its effect via a Bayesian Mendelian randomization approach by Bucur, Ioan Gabriel, Claassen, Tom, Heskes, Tom

“…The use of genetic variants as instrumental variables – an approach known as Mendelian randomization – is a popular epidemiological method for estimating the…”
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Towards a Benchmark for Scientific Understanding in Humans and Machines by Barman, Kristian Gonzalez, Caron, Sascha, Claassen, Tom, de Regt, Henk

“…Scientific understanding is a fundamental goal of science. However, there is currently no good way to measure the scientific understanding of agents, whether…”
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Disentangling drivers of spatial autocorrelation in species distribution models by Mielke, Konrad P., Claassen, Tom, Busana, Michela, Heskes, Tom, Huijbregts, Mark A. J., Koffijberg, Kees, Schipper, Aafke M.

“…Species distribution models (SDMs) are frequently used to understand the influence of site properties on species occurrence. For robust model inference, SDMs…”
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M17 - NOVEL QUANTITATIVE METHOD FOR GENETIC ASSOCIATION TESTING by Schoenmacker, Gido, Claassen, Tom, Heskes, Tom, Franke, Barbara, Buitelaar, Jan, Arias-Vásquez, Alejandro

“…Traditional genome-wide association studies perform a per-SNP association test, resulting in millions of tests. To subsequently examine effects at higher…”
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NOVEL QUANTITATIVE METHOD FOR GENETIC ASSOCIATION TESTING by Schoenmacker, Gido, Claassen, Tom, Heskes, Tom, Franke, Barbara, Buitelaar, Jan, Arias-Vásquez, Alejandro

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69ASSOCIATION OF AGGRESSION AND ADHD SUBSCALES IN CHILDREN AND ADULTS by Boomsma, Dorret, Dolan, Conor, Bartels, Meike, Nivard, Michel, van Beijsterveldt, Toos, Claassen, Tom, Glennon, Jeffrey

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Quantifying free behaviour in an open field using k-motif approach by Könings, Marein, Blokpoel, Mark, Kapusta, Katarzyna, Claassen, Tom, Buitelaar, Jan K., Glennon, Jeffrey C., Bielczyk, Natalia Z.

“…Quantification and parametrisation of movement are widely used in animal behavioural paradigms. In particular, free movement in controlled conditions (e.g.,…”
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Identification and validation of risk factors for antisocial behaviour involving police by Schoenmacker, Gido H., Sakala, Katre, Franke, Barbara, Buitelaar, Jan K., Veidebaum, Toomas, Harro, Jaanus, Heskes, Tom, Claassen, Tom, Alejandro, Arias Vásquez

“…•This study identifies risk factors for antisocial behaviour hypothesis-freely•Identified risks include concentration difficulties and physical fighting at age…”
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Dimensions of psychopathy in relation to proactive and reactive aggression: Does intelligence matter? by Jambroes, Tijs, Jansen, Lucres M.C., v.d. Ven, Peter M., Claassen, Tom, Glennon, Jeffrey C., Vermeiren, Robert R.J.M., Doreleijers, Theo A.H., Popma, Arne

“…Adolescents with psychopathic traits were previously thought to possess above average intelligence and display enhanced aggression. The current study analyzed…”
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A Causal and Mediation Analysis of the Comorbidity Between Attention Deficit Hyperactivity Disorder by Sokolova, Elena, Oerlemans, Anoek M, Rommelse, Nanda N, Groot, Perry, Hartman, Catharina A, Glennon, Jeffrey C, Claassen, Tom

“…Autism spectrum disorder (ASD) and Attention-deficit/hyperactivity disorder (ADHD) are often comorbid. The purpose of this study is to explore the…”
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Causal discovery in an adult ADHD data set suggests indirect link between DAT1 genetic variants and striatal brain activation during reward processing by Sokolova, Elena, Hoogman, Martine, Groot, Perry, Claassen, Tom, Vasquez, Alejandro Arias, Buitelaar, Jan K., Franke, Barbara, Heskes, Tom

“…Attention‐deficit/hyperactivity disorder (ADHD) is a common and highly heritable disorder affecting both children and adults. One of the candidate genes for…”
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Establishing Markov Equivalence in Cyclic Directed Graphs by Claassen, Tom, Mooij, Joris M

“…Proc. Uncertainty in Artificial Intelligence (UAI 2023), PMLR 216:433-442 We present a new, efficient procedure to establish Markov equivalence between…”
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Evaluating WAIS-IV structure through a different psychometric lens: structural causal model discovery as an alternative to confirmatory factor analysis by van Dijk, Marjolein J. A. M., Claassen, Tom, Suwartono, Christiany, van der Veld, William M., van der Heijden, Paul T., Hendriks, Marc P. H.

“…Objective: Since the publication of the WAIS-IV in the U.S. in 2008, efforts have been made to explore the structural validity by applying factor analysis to…”
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Handling hybrid and missing data in constraint-based causal discovery to study the etiology of ADHD by Sokolova, Elena, von Rhein, Daniel, Naaijen, Jilly, Groot, Perry, Claassen, Tom, Buitelaar, Jan, Heskes, Tom

“…Causal discovery is an increasingly important method for data analysis in the field of medical research. In this paper, we consider two challenges in causal…”
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Constraint-Based Causal Discovery using Partial Ancestral Graphs in the presence of Cycles by Mooij, Joris M, Claassen, Tom

“…Proceedings of Machine Learning Research 124 (2020) 1159-1168 While feedback loops are known to play important roles in many complex systems, their existence…”
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