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  Subjects -> PSYCHOLOGY (Total: 983 journals)
Showing 601 - 174 of 174 Journals sorted by number of followers
American Journal of Applied Psychology     Open Access   (Followers: 66)
Annual Review of Organizational Psychology and Organizational Behavior     Full-text available via subscription   (Followers: 64)
Nature Human Behaviour     Hybrid Journal   (Followers: 64)
Frontiers in Behavioral Neuroscience     Open Access   (Followers: 33)
Counseling Psychology and Psychotherapy     Open Access   (Followers: 25)
Behavior Analysis in Practice     Full-text available via subscription   (Followers: 23)
Violence and Gender     Full-text available via subscription   (Followers: 21)
Sport, Exercise, and Performance Psychology     Full-text available via subscription   (Followers: 18)
Case Studies in Sport and Exercise Psychology     Hybrid Journal   (Followers: 18)
Current Addiction Reports     Hybrid Journal   (Followers: 17)
Review Journal of Autism and Developmental Disorders     Hybrid Journal   (Followers: 17)
Journal of Social and Political Psychology     Open Access   (Followers: 16)
Current Opinion in Psychology     Hybrid Journal   (Followers: 16)
Journal of Music Therapy     Hybrid Journal   (Followers: 15)
Clinical Practice in Pediatric Psychology     Full-text available via subscription   (Followers: 15)
Psychology of Sexual Orientation and Gender Diversity     Full-text available via subscription   (Followers: 15)
Autism's Own     Open Access   (Followers: 13)
Journal of Gender-Based Violence     Hybrid Journal   (Followers: 13)
Journal of Experimental Psychology : Animal Learning and Cognition     Full-text available via subscription   (Followers: 12)
Couple and Family Psychology : Research and Practice     Full-text available via subscription   (Followers: 11)
Health Psychology Open     Open Access   (Followers: 11)
Addictive Behaviors Reports     Open Access   (Followers: 11)
Current Opinion in Behavioral Sciences     Hybrid Journal   (Followers: 11)
Clinical Psychology and Special Education     Open Access   (Followers: 11)
Advances in Psychology     Open Access   (Followers: 10)
Journal of Psychosocial Rehabilitation and Mental Health     Hybrid Journal   (Followers: 10)
Music Therapy Perspectives     Hybrid Journal   (Followers: 9)
Asian American Journal of Psychology     Full-text available via subscription   (Followers: 9)
Review of Behavioral Economics     Full-text available via subscription   (Followers: 8)
Psychomusicology : Music, Mind, and Brain     Full-text available via subscription   (Followers: 8)
Behavior Analyst     Hybrid Journal   (Followers: 8)
International Journal of Yoga : Philosophy, Psychology and Parapsychology     Open Access   (Followers: 8)
Social Psychology and Society     Open Access   (Followers: 8)
Creativity. Theories ? Research ? Applications     Open Access   (Followers: 8)
Behavior Analysis: Research and Practice     Full-text available via subscription   (Followers: 8)
Evolutionary Behavioral Sciences     Full-text available via subscription   (Followers: 7)
OA Autism     Open Access   (Followers: 7)
Decision     Full-text available via subscription   (Followers: 7)
Psychology of Consciousness : Theory, Research, and Practice     Full-text available via subscription   (Followers: 7)
Qualitative Psychology     Full-text available via subscription   (Followers: 7)
Contemporary School Psychology     Hybrid Journal   (Followers: 7)
Neurology, Neuropsychiatry, Psychosomatics     Open Access   (Followers: 7)
Cultural-Historical Psychology     Open Access   (Followers: 7)
Journal of Social, Behavioral, and Health Sciences     Open Access   (Followers: 6)
Porn Studies     Hybrid Journal   (Followers: 6)
Journal of Behavioral Addictions     Open Access   (Followers: 6)
Internet Interventions : The application of information technology in mental and behavioural health     Open Access   (Followers: 6)
Evolutionary Psychological Science     Hybrid Journal   (Followers: 6)
International Journal of Educational and Psychological Researches     Open Access   (Followers: 6)
Counselling and Values     Hybrid Journal   (Followers: 6)
Glossa Psycholinguistics     Open Access   (Followers: 6)
Journal of Individual Psychology     Full-text available via subscription   (Followers: 5)
Journal of Cognitive Historiography     Full-text available via subscription   (Followers: 5)
Psyke & Logos     Open Access   (Followers: 5)
European Journal of Investigation in Health, Psychology and Education     Open Access   (Followers: 5)
Drama Therapy Review     Hybrid Journal   (Followers: 5)
Revista Científica Arbitrada de la Fundación MenteClara     Open Access   (Followers: 5)
Voices : A World Forum for Music Therapy     Open Access   (Followers: 5)
Policy Insights from the Behavioral and Brain Sciences     Full-text available via subscription   (Followers: 5)
Cognitive Research : Principles and Implications     Open Access   (Followers: 5)
African Journal of Cross-Cultural Psychology and Sport Facilitation     Full-text available via subscription   (Followers: 4)
Current Behavioral Neuroscience Reports     Hybrid Journal   (Followers: 4)
SUCHT - Zeitschrift für Wissenschaft und Praxis / Journal of Addiction Research and Practice     Hybrid Journal   (Followers: 4)
Archives of Scientific Psychology     Open Access   (Followers: 4)
Psychology and Law     Open Access   (Followers: 4)
Sexual Offending : Theory, Research, and Prevention     Open Access   (Followers: 4)
Social Action : The Journal for Social Action in Counseling and Psychology     Free   (Followers: 3)
Spirituality in Clinical Practice     Full-text available via subscription   (Followers: 3)
Social Inclusion     Open Access   (Followers: 3)
Journal of Amateur Sport     Open Access   (Followers: 3)
European Journal of Behavior Analysis     Hybrid Journal   (Followers: 3)
Phenomenology and Mind     Open Access   (Followers: 3)
Phenomenology & Practice     Open Access   (Followers: 2)
Zeitschrift für Neuropsychologie     Hybrid Journal   (Followers: 2)
Zeitschrift für Psychiatrie, Psychologie und Psychotherapie     Hybrid Journal   (Followers: 2)
Couple and Family Psychoanalysis     Full-text available via subscription   (Followers: 2)
Journal of Language Aggression and Conflict     Hybrid Journal   (Followers: 2)
Research in Psychology and Behavioral Sciences     Open Access   (Followers: 2)
Lebenswelt : Aesthetics and philosophy of experience     Open Access   (Followers: 2)
Nigerian Journal of Guidance and Counselling     Full-text available via subscription   (Followers: 2)
Multisensory Research     Hybrid Journal   (Followers: 2)
Language and Text     Open Access   (Followers: 2)
Inquiry : Critical Thinking Across the Disciplines     Full-text available via subscription   (Followers: 2)
Journal of Dynamic Decision Making     Open Access   (Followers: 2)
Behavioral Development Bulletin     Full-text available via subscription   (Followers: 2)
International Review of Social Psychology / Revue Internationale de Psychologie Sociale     Open Access   (Followers: 2)
Tempo Psicanalitico     Open Access   (Followers: 1)
Canadian Journal of Art Therapy : Research, Practice, and Issues     Hybrid Journal   (Followers: 1)
Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie     Hybrid Journal   (Followers: 1)
Zeitschrift für Pädagogische Psychologie     Hybrid Journal   (Followers: 1)
Neuropsychoanalysis : An Interdisciplinary Journal for Psychoanalysis and the Neurosciences     Hybrid Journal   (Followers: 1)
FLEKS : Scandinavian Journal of Intercultural Theory and Practice     Open Access   (Followers: 1)
Rivista di Psicoterapia Relazionale     Full-text available via subscription   (Followers: 1)
Facta Universitatis, Series : Philosophy, Sociology, Psychology and History     Open Access   (Followers: 1)
Epiphany     Open Access   (Followers: 1)
Journal of Psychology in Africa     Full-text available via subscription   (Followers: 1)
Brain Informatics     Open Access   (Followers: 1)
Undecidable Unconscious : A Journal of Deconstruction and Psychoanalysis     Full-text available via subscription   (Followers: 1)
Russian Psychological Journal     Open Access   (Followers: 1)
Acta de Investigación Psicológica     Open Access   (Followers: 1)
Psychological Science and Education     Open Access   (Followers: 1)
Psychological Science and Education psyedu.ru     Open Access   (Followers: 1)
Pragmatic Case Studies in Psychotherapy     Open Access   (Followers: 1)
Psicologia e Saber Social     Open Access   (Followers: 1)
Zeitschrift für Gerontopsychologie und -psychiatrie     Full-text available via subscription   (Followers: 1)
Wawasan     Open Access   (Followers: 1)
Journal of Numerical Cognition     Open Access   (Followers: 1)
Canadian Art Therapy Association     Hybrid Journal   (Followers: 1)
Voices : The Art and Science of Psychotherapy     Full-text available via subscription   (Followers: 1)
Journal of Mind and Medical Sciences     Open Access   (Followers: 1)
Activités     Open Access   (Followers: 1)
Journal of Educational, Cultural and Psychological Studies     Open Access   (Followers: 1)
Quantitative Methods for Psychology     Open Access   (Followers: 1)
New School Psychology Bulletin     Open Access   (Followers: 1)
Behaviormetrika     Hybrid Journal   (Followers: 1)
Psychosomatic Medicine and General Practice     Open Access   (Followers: 1)
Jurnal Psikologi Pendidikan dan Konseling : Jurnal Kajian Psikologi Pendidikan dan Bimbingan Konseling     Open Access   (Followers: 1)
Revista de Estudios e Investigación en Psicología y Educación     Open Access  
Persona Studies     Open Access  
Indigenous : Jurnal Ilmiah Psikologi     Open Access  
Intuisi : Jurnal Psikologi Ilmiah     Open Access  
Setting     Full-text available via subscription  
Revista de Psicologia     Open Access  
European Yearbook of the History of Psychology     Full-text available via subscription  
Interacciones. Revista de Avances en Psicología     Open Access  
Psicologia     Open Access  
Journal für Psychoanalyse     Open Access  
Siglo Cero. Revista Española sobre Discapacidad Intelectual     Open Access  
Miscelánea Comillas. Revista de Ciencias Humanas y Sociales     Open Access  
TESTFÓRUM     Open Access  
S : Journal of the Circle for Lacanian Ideology Critique     Open Access  
International Journal of Psychoanalysis and Education     Open Access  
Quaderns de Psicologia     Open Access  
Satir International Journal     Open Access  
Mudanças - Psicologia da Saúde     Open Access  
Journal of Creating Value     Full-text available via subscription  
Tajdida : Jurnal Pemikiran dan Gerakan Muhammadiyah     Open Access  
Estudos Interdisciplinares em Psicologia     Open Access  
Psychologie du Travail et des Organisations     Hybrid Journal  
Cendekia : Jurnal Kependidikan dan Kemasyarakatan     Open Access  
Visnyk of NTUU - Philosophy. Psychology. Pedagogics     Open Access  
Revista Costarricense de Psicología     Open Access  
Informes Psicológicos     Open Access  
Jurnal Psikologi     Open Access  
Zeitschrift für Differentielle und Diagnostische Psychologie     Full-text available via subscription  
Klart språk i Norden     Open Access  
Revista Pequén     Open Access  
Pensando Psicología     Open Access  
Ciencias Psicológicas     Open Access  
Revista de Cultura Teológica     Open Access  
Journal of Modern Foreign Psychology     Open Access  
Experimental Psychology (Russia)     Open Access  
Elpis - Czasopismo Teologiczne Katedry Teologii Prawosławnej Uniwersytetu w Białymstoku     Open Access  
International Journal of Comparative Psychology     Open Access  
Гуманітарний вісник Запорізької державної інженерної академії     Open Access  
Revista Latinoamericana de Psicología     Open Access  
Cogent Psychology     Open Access  
Ajayu Órgano de Difusión Científica del Departamento de Psicología UCBSP     Open Access  
Psicologia     Open Access  
Análise Psicológica     Open Access  
Rivista Internazionale di Filosofia e Psicologia     Open Access  
Universal Journal of Psychology     Open Access  
Revista Internacional de Psicologia     Open Access  
Terapia familiare     Full-text available via subscription  
Studi Junghiani     Full-text available via subscription  
Ruolo Terapeutico (IL)     Full-text available via subscription  
Rivista Sperimentale di Freniatria     Full-text available via subscription  
Ricerche di psicologia     Full-text available via subscription  
Ricerca Psicoanalitica : Journal of the Relationship in Psychoanalysis     Open Access  
Quaderni di Gestalt     Full-text available via subscription  
Psicoterapia e Scienze Umane     Full-text available via subscription  
Psicologia di Comunità. Gruppi, ricerca-azione, modelli formativi     Full-text available via subscription  
Psicologia della salute     Full-text available via subscription  
Psicobiettivo     Full-text available via subscription  
Psicoanalisi     Full-text available via subscription  
Ipnosi     Full-text available via subscription  
Interazioni     Full-text available via subscription  
Gruppi     Full-text available via subscription  
Forum : Journal of the International Association of Group Psychoterapy     Full-text available via subscription  
Educazione sentimentale     Full-text available via subscription  
Revista Wímb Lu     Open Access  
International Perspectives in Psychology : Research, Practice, Consultation     Full-text available via subscription  
Lernen und Lernstörungen     Hybrid Journal  
Inkanyiso : Journal of Humanities and Social Sciences     Open Access  
Online Readings in Psychology and Culture     Open Access  
Winnicott e-prints     Open Access  
Trivium : Estudos Interdisciplinares     Open Access  
Temas em Psicologia     Open Access  
Stylus (Rio de Janeiro)     Open Access  
Salud & Sociedad: investigaciones en psicologia de la salud y psicologia social     Open Access  
Revista Psicopedagogia     Open Access  
Revista Psicologia Política     Open Access  
Revista Psicologia e Saúde     Open Access  
Revista Psicologia     Open Access  
Revista Mexicana de Orientación Educativa     Open Access  
Revista do NUFEN     Open Access  
Revista de Etologia     Open Access  
Revista da SPAGESP     Open Access  
Revista da SBPH     Open Access  
Revista da Abordagem Gestáltica     Open Access  

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Behaviormetrika
Number of Followers: 1  
 
  Hybrid Journal Hybrid journal (It can contain Open Access articles)
ISSN (Print) 0385-7417 - ISSN (Online) 1349-6964
Published by Springer-Verlag Homepage  [2468 journals]
  • The “neglecting the vectorization" error in Stan: erroneous coding
           practices for computing marginal likelihood and Bayes factors in models
           with vectorized truncated distributions

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      Abstract: Abstract The methods for statistical analysis continue to advance; however, they remain susceptible to coding errors. This paper highlights the “neglecting the vectorization" error, which is a specific type of mistake made in calculating the marginal likelihood and Bayes factors (BFs) using vectorized truncated distributions with the Stan programming language. This error arises when the normalizing constant of the truncated distribution is not properly incremented for each element of a vectorized variable. Upon examination of publicly available Stan codes, it became evident that the inadequate coding methods were employed in a significant portion of studies. As the practical methods for calculating Bayes factors—such as bridge sampling—become increasingly prevalent, careful attention must be given to ensure proper model implementation.
      PubDate: 2024-05-29
       
  • Coordinate descent algorithm for generalized group fused Lasso

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      Abstract: Abstract We deal with a model with discrete varying coefficients to consider modeling for heterogeneity and clustering for homogeneity, and estimate the varying coefficients by generalized group fused Lasso (GGFL). GGFL allows homogeneous groups to be joined together based on one-to-many relationships among groups. This makes GGFL a powerful technique, but to date there has been no effective algorithm for obtaining the solutions. Here we propose an algorithm for obtaining a GGFL solution based on the coordinate descent method, and show that a solution for each coordinate direction converges to the optimal solution. In a simulation, we show our algorithm is superior to ADMM, which is one of the popular algorithms. We also present an application to a spatial data analysis.
      PubDate: 2024-05-28
       
  • Bayesian fused lasso modeling for binary data

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      Abstract: Abstract \(L_1\) -norm regularized logistic regression models are widely used for analyzing data with binary response. In those analyses, fusing regression coefficients is useful for detecting groups of variables. This paper proposes a binomial logistic regression model with Bayesian fused lasso. Assuming a Laplace prior on regression coefficients and differences between adjacent regression coefficients enables us to perform variable selection and variable fusion simultaneously in the Bayesian framework. We also propose assuming a horseshoe prior on the differences to improve the flexibility of variable fusion. The Gibbs sampler is derived to estimate the parameters by a hierarchical expression of priors and a data-augmentation method. Using simulation studies and real data analysis, we compare the proposed methods with the existing method.
      PubDate: 2024-05-18
       
  • A didactic historical review of the distributions using the Bessel
           function: some extensions with unification

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      Abstract: Abstract Based on a didactic historical review of the distributions using the Bessel function, some new extensions with unification are shown. Their probability density functions (pdf’s) are given by several integral representations of the Bessel function, whose distributions are called the basic Bessel (BB) ones, including the known Halphen type A. Power transformations of the BB (PBB) distributions are provided with their moments. The differential equations for the PBB distributions are shown and used to have their modes. A unified expression for unimodal extended distributions is also given with the differential equation.
      PubDate: 2024-05-11
       
  • Gaussian-discrete restricted Boltzmann machine with sparse-regularized
           hidden layer

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      Abstract: Abstract Overfitting is a critical concern in machine learning, particularly when the representation capabilities of learning models surpass the complexities present in the training datasets. To mitigate overfitting, curtailing the representation power of the model through suitable techniques such as regularization is necessary. In this study, a sparse-regularization method for Gaussian–Discrete restricted Boltzmann machines (GDRBMs) is considered. A GDRBM is a variant of restricted Boltzmann machines that comprises a continuous visible layer and discrete hidden layer. In the proposed model, sparse GDRBM (S-GDRBM), a sparse prior that encourages sparse representations of the hidden layer is employed. The strength of the prior (i.e., the sparse-regularization strength) can be tuned within the standard scenario of maximum likelihood learning; that is, the strength can be adaptively tuned based on the complexities of the datasets during training. We validated the proposed S-GDRBM using numerical experiments.
      PubDate: 2024-04-16
       
  • Forest construction of Gaussian and discrete variables with the
           application of Watanabe Bayesian Information Criterion

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      Abstract: Abstract This paper introduces a technique to estimate mutual information in data sets that comprise discrete and continuous variables. Utilizing the Chow–Liu algorithm, our approach constructs a forest that captures the underlying probabilistic dependencies among variables. Conventional methods maximize likelihood, particularly in sequences involving discrete, Gaussian, and discrete variables, thus limiting the class of permissible forests. Our novel methodology overcomes these constraints by accommodating discrete and continuous random variables simultaneously. Initially, we used copula techniques to estimate the joint density of mixed-type variables. Subsequently, we apply the Watanabe Bayesian Information Criterion (WBIC) to compute the free energies, enabling a more sophisticated estimation of mutual information between the discrete and continuous variables. This innovation improves the capabilities of existing mutual information estimation frameworks. When integrated with the Chow-Liu algorithm, our estimator produces a forest topology instead of a mere spanning tree without restrictive assumptions. Our method successfully links genomic expression to single nucleotide polymorphism (SNP) data in genome expression analysis.
      PubDate: 2024-04-12
       
  • Conditional maximum-likelihood estimation in probability-based multistage
           designs

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      Abstract: Abstract This article introduces conditional maximum-likelihood (CML) item parameter estimation in multistage designs based on probabilities \(p^{[b]}(x_{+}^{[b]})\) for choosing a particular module \({\textbf {m}}^{[b+1]}\) conditional on a raw score \(x_{+}^{[b]}\) in a previous module \({\textbf {m}}^{[b]}\) . This type of multistage design is applied to ensure a minimum exposure rate for all items, for example, in international large-scale assessments (ILSAs). For the item parameter estimation, various likelihood-based methods are available. While the marginal maximum-likelihood method (MML) provides consistent estimates in multistage designs, the CML method in its original formulation leads to biased item parameter estimates. In this contribution, we will propose a modification of the common CML method for probabilistic routing strategies, based on the approach for deterministic routing strategies (Zwitser & Maris, 2015, Psychometrika), that provides practically unbiased item parameter estimates for the Rasch model. In a simulation study, it is shown that this modified CML estimation method also provides in probabilistic multistage designs, practically unbiased item parameter estimates.
      PubDate: 2024-03-30
      DOI: 10.1007/s41237-024-00228-3
       
  • Functional linear non-Gaussian acyclic model for causal discovery

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      Abstract: Abstract In causal discovery, non-Gaussianity has been used to characterize the complete configuration of a linear non-Gaussian acyclic model (LiNGAM), encompassing both the causal ordering of variables and their respective connection strengths. However, LiNGAM can only deal with the finite-dimensional case. To expand this concept, we extend the notion of variables to encompass vectors and even functions, leading to the functional linear non-Gaussian acyclic model (Func-LiNGAM). Our motivation stems from the desire to identify causal relationships in brain-effective connectivity tasks involving, for example, fMRI and EEG datasets. We demonstrate why the original LiNGAM fails to handle these inherently infinite-dimensional datasets and explain the availability of functional data analysis from both empirical and theoretical perspectives. We establish theoretical guarantees of the identifiability of the causal relationship among non-Gaussian random vectors and even random functions in infinite-dimensional Hilbert spaces. To address the issue of sparsity in discrete time points within intrinsic infinite-dimensional functional data, we propose optimizing the coordinates of the vectors using functional principal component analysis. Experimental results on synthetic data verify the ability of the proposed framework to identify causal relationships among multivariate functions using the observed samples. For real data, we focus on analyzing the brain connectivity patterns derived from fMRI data.
      PubDate: 2024-03-12
      DOI: 10.1007/s41237-024-00226-5
       
  • An out-of-sample perspective on the assessment of incremental predictive
           validity

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      Abstract: Abstract In a psychometric analysis of a new psychological test, we often assess the predictive validity of a new target test over and above a baseline test, known as the incremental predictive validity. Usually, the incremental predictive validity is evaluated using within-sample statistics. Recently, it was argued to use out-of-sample assessment to prevent overfitting and non-replicable findings. In this paper, we elaborate on how to assess incremental predictive validity out-of-sample. In such an approach, we estimate prediction rules in one sample, and evaluate incremental predictive validity in another sample. Using a simulation study, we investigate whether an out-of-sample assessment results in different findings than a within-sample evaluation, taking into account the reliability of the baseline and a target test, and other factors (i.e., sample size). Results show that there is a difference between the in-sample and out-of-sample assessment, especially in small samples. However, the reliability of the two tests has no influence on this difference. In addition, we explore the effects of ridge estimation, ordinary least squares, and SIMEX, three different methods for estimating a prediction rule, on incremental predictive validity. The results show that using SIMEX leads to a bad assessment of incremental predictive validity. Ordinary least squares and ridge estimation result in almost the same incremental predictive validity estimates with a little advantage for ridge regression. In an empirical application, we show how to assess incremental predictive validity in practice and we compare that to the usual assessment.
      PubDate: 2024-02-15
      DOI: 10.1007/s41237-024-00224-7
       
  • Correction: InstanceSHAP: an instance-based estimation approach for
           Shapley values

    • Free pre-print version: Loading...

      PubDate: 2024-01-28
      DOI: 10.1007/s41237-024-00225-6
       
  • Issues in behavioral data science

    • Free pre-print version: Loading...

      PubDate: 2024-01-01
      DOI: 10.1007/s41237-023-00222-1
       
  • Introduction to the vol. 51, no. 1, 2024

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      PubDate: 2024-01-01
      DOI: 10.1007/s41237-024-00223-8
       
  • Generalisability of sleep stage classification based on interbeat
           intervals: validating three machine learning approaches on self-recorded
           test data

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      Abstract: Abstract Classifying sleep stages is an important basis for neuroscience, health sciences, psychology and many other fields. However, the manual determination of sleep stages is tedious and time consuming. Therefore, the development of automatic sleep stage classifiers based on data collected with low-cost sensor systems is an important research area. This study aims to analyse the generalisability of different machine learning approaches for sleep stage classification. We train three different models (random forest, CNN-LSTM and seq2seq) for classifying three as well as four sleep stages, with the MESA data set. For validation, we use a fivefold cross-validation and further validate the models with one new self-recorded test data set to analyse the models’ generalisability to a completely new cohort with different characteristics with regard to age and health status. Our results show that the two deep learning approaches performed better than the random forest. Moreover, all models are generalisable and therefore suitable for sleep stage classification on a new three-stage classification data set. However, generalisability for the four-stage classification task shows poorer performance, and therefore requires new approaches such as transfer learning or a larger data set to train the models.
      PubDate: 2024-01-01
      DOI: 10.1007/s41237-023-00199-x
       
  • Special issue: recent developments in causal inference and machine
           learning vol.2

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      PubDate: 2023-12-28
      DOI: 10.1007/s41237-023-00221-2
       
  • Integrated assessment of financial knowledge through a latent profile
           analysis

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      Abstract: Abstract Knowledge is defined as a multi-faceted latent variable that is not directly measurable but through manifest variables, i.e., items. Latent variable models are, therefore, widely used in this context to analyze latent traits from items, usually expressed by ordinal variables. Finding homogeneous groups of units according to their knowledge levels turns out helpful to policymakers and to any other who has to take decisions into the domain. As a result, latent variables models are combined within integrated approaches to find homogeneous groups. The present work proposes a coordinated strategy combining the item response theory (IRT) models with the archetypal analysis (AA). The proposed method is applied to a data set of 625 Italian respondents to a survey conducted within the European project “Fintech and Artificial Intelligence in Finance”. Empirical evidence demonstrates that the proposed method is an effective and helpful tool to get homogeneous groups and their respective profiles according to the knowledge levels of the respondents based on their responses to the survey.
      PubDate: 2023-12-10
      DOI: 10.1007/s41237-023-00217-y
       
  • A note on the application of stochastic approximation to computerized
           adaptive testing

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      Abstract: Abstract In the study of item response theory (IRT), the maximum information (item selection) method (or procedure, rule) is prevailing in test constructions, including the computerized adaptive testing (CAT). However, this method may not be suitable if the trial number is small in the CAT. In this note, we advocate the use of the stochastic-approximation-based rule for item difficulty determination for short test lengths in the CAT. We also describe a generalized stochastic-approximation rule to take item discrimination into account. In a simulation study, we considered two cases of the IRT, namely the Rasch model and the 2PL model, and for each case compared the performance of the information-based and stochastic-approximation-based procedures for trials from 10 to 60. The results showed that the accelerated stochastic approximation procedure (and its generalization) was more efficient than the information-based method across the trials. Further, in both procedures, the bias of the estimator started to diminish quickly after the early stages of trials.
      PubDate: 2023-12-09
      DOI: 10.1007/s41237-023-00215-0
       
  • On the monotonicity of the residual heteroscedasticity item response model

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      Abstract: Abstract The residual heteroscedasticity (RH) model is a recently popularized asymmetric model that aims to model complex item response behavior. In this paper, we probe the conditions under which the existing form of the RH model does not guarantee monotonic boundary response functions (BRFs), a necessary condition for ensuring at least ordinal-level measurement. We derive the conditions under which RH BRFs are not monotonic and we use this result to propose a Bayesian computational strategy that enforces monotonicity. Through real and simulated data illustrations, we demonstrate that failures of monotonicity occur in real data and that our proposed computational solution effectively enforces monotonicity and yields accurate item parameter estimates. Finally, we demonstrate that any IRT model developed by specifying a residual variance function is likely to encounter similar issues with monotonicity. We recommend our reparameterization for both data generation in simulation studies and for fitting the RH model to real data.
      PubDate: 2023-11-24
      DOI: 10.1007/s41237-023-00212-3
       
  • Monetary incentives and eye movements: an eye-tracking investigation in a
           risky choice experiment with real and hypothetical incentives

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      Abstract: Abstract Although eye-tracking is useful for investigating economic decision-making processes, it remains unclear whether monetary incentives affect eye movements. The current study used a binary risky choice experiment with two incentive conditions: real incentive and hypothetical incentive. Eye movements, choices, and decision times were recorded and compared. For eye movements, participants’ total fixation durations, and visual transitions between probabilities and outcomes were analyzed. The choice distributions were almost identical between the two conditions. The decision times and total fixation durations were longer for the real incentive conditions. Visual transitions that are consistent with expected-utility-like models were less frequent in the real incentive conditions when the calculation of expected values of lotteries was easy. These findings indicate that decision-making processes, such as information processing patterns and the amount of cognitive effort, are affected by monetary incentives. To ensure that eye-tracking is used to examine economic decision-making processes appropriately, providing monetary incentives is important.
      PubDate: 2023-09-29
      DOI: 10.1007/s41237-023-00210-5
       
  • InstanceSHAP: an instance-based estimation approach for Shapley values

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      Abstract: Abstract The growth of artificial intelligence applications requires to find out which explanatory variables mostly contribute to the predictions. Model-agnostic methods, such as SHapley Additive exPlanations (SHAP) can solve this problem: they can determine the contribution of each variable to the predictions of any machine learning model. The SHAP approach requires a background dataset, which usually consists of random instances sampled from the train data. In this paper, we aim to understand the insofar unexplored effect of the background dataset on SHAP and, to this end, we propose a variant of SHAP, InstanceSHAP, that uses instance-based learning to produce a more effective background dataset for binary classification. We exemplify our proposed methods on an application that concerns peer-to-peer lending credit risk assessment. Our experimental results reveal that the proposed model can effectively improve the ordinary SHAP method, leading to Shapley values for the variables that are more concentrated on fewer variables, leading to simpler explanations.
      PubDate: 2023-09-11
      DOI: 10.1007/s41237-023-00208-z
       
  • A Bayesian actor-oriented multilevel relational event model with
           hypothesis testing procedures

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      Abstract: Abstract Relational event network data are becoming increasingly available. Consequently, statistical models for such data have also surfaced. These models mainly focus on the analysis of single networks; while in many applications, multiple independent event sequences are observed, which are likely to display similar social interaction dynamics. Furthermore, statistical methods for testing hypotheses about social interaction behavior are underdeveloped. Therefore, the contribution of the current paper is twofold. First, we present a multilevel extension of the dynamic actor-oriented model, which allows researchers to model sender and receiver processes separately. The multilevel formulation enables principled probabilistic borrowing of information across networks to accurately estimate drivers of social dynamics. Second, a flexible methodology is proposed to test hypotheses about common and heterogeneous social interaction drivers across relational event sequences. Social interaction data between children and teachers in classrooms are used to showcase the methodology.
      PubDate: 2023-07-17
      DOI: 10.1007/s41237-023-00203-4
       
 
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  Subjects -> PSYCHOLOGY (Total: 983 journals)
Showing 601 - 174 of 174 Journals sorted by number of followers
American Journal of Applied Psychology     Open Access   (Followers: 66)
Annual Review of Organizational Psychology and Organizational Behavior     Full-text available via subscription   (Followers: 64)
Nature Human Behaviour     Hybrid Journal   (Followers: 64)
Frontiers in Behavioral Neuroscience     Open Access   (Followers: 33)
Counseling Psychology and Psychotherapy     Open Access   (Followers: 25)
Behavior Analysis in Practice     Full-text available via subscription   (Followers: 23)
Violence and Gender     Full-text available via subscription   (Followers: 21)
Sport, Exercise, and Performance Psychology     Full-text available via subscription   (Followers: 18)
Case Studies in Sport and Exercise Psychology     Hybrid Journal   (Followers: 18)
Current Addiction Reports     Hybrid Journal   (Followers: 17)
Review Journal of Autism and Developmental Disorders     Hybrid Journal   (Followers: 17)
Journal of Social and Political Psychology     Open Access   (Followers: 16)
Current Opinion in Psychology     Hybrid Journal   (Followers: 16)
Journal of Music Therapy     Hybrid Journal   (Followers: 15)
Clinical Practice in Pediatric Psychology     Full-text available via subscription   (Followers: 15)
Psychology of Sexual Orientation and Gender Diversity     Full-text available via subscription   (Followers: 15)
Autism's Own     Open Access   (Followers: 13)
Journal of Gender-Based Violence     Hybrid Journal   (Followers: 13)
Journal of Experimental Psychology : Animal Learning and Cognition     Full-text available via subscription   (Followers: 12)
Couple and Family Psychology : Research and Practice     Full-text available via subscription   (Followers: 11)
Health Psychology Open     Open Access   (Followers: 11)
Addictive Behaviors Reports     Open Access   (Followers: 11)
Current Opinion in Behavioral Sciences     Hybrid Journal   (Followers: 11)
Clinical Psychology and Special Education     Open Access   (Followers: 11)
Advances in Psychology     Open Access   (Followers: 10)
Journal of Psychosocial Rehabilitation and Mental Health     Hybrid Journal   (Followers: 10)
Music Therapy Perspectives     Hybrid Journal   (Followers: 9)
Asian American Journal of Psychology     Full-text available via subscription   (Followers: 9)
Review of Behavioral Economics     Full-text available via subscription   (Followers: 8)
Psychomusicology : Music, Mind, and Brain     Full-text available via subscription   (Followers: 8)
Behavior Analyst     Hybrid Journal   (Followers: 8)
International Journal of Yoga : Philosophy, Psychology and Parapsychology     Open Access   (Followers: 8)
Social Psychology and Society     Open Access   (Followers: 8)
Creativity. Theories ? Research ? Applications     Open Access   (Followers: 8)
Behavior Analysis: Research and Practice     Full-text available via subscription   (Followers: 8)
Evolutionary Behavioral Sciences     Full-text available via subscription   (Followers: 7)
OA Autism     Open Access   (Followers: 7)
Decision     Full-text available via subscription   (Followers: 7)
Psychology of Consciousness : Theory, Research, and Practice     Full-text available via subscription   (Followers: 7)
Qualitative Psychology     Full-text available via subscription   (Followers: 7)
Contemporary School Psychology     Hybrid Journal   (Followers: 7)
Neurology, Neuropsychiatry, Psychosomatics     Open Access   (Followers: 7)
Cultural-Historical Psychology     Open Access   (Followers: 7)
Journal of Social, Behavioral, and Health Sciences     Open Access   (Followers: 6)
Porn Studies     Hybrid Journal   (Followers: 6)
Journal of Behavioral Addictions     Open Access   (Followers: 6)
Internet Interventions : The application of information technology in mental and behavioural health     Open Access   (Followers: 6)
Evolutionary Psychological Science     Hybrid Journal   (Followers: 6)
International Journal of Educational and Psychological Researches     Open Access   (Followers: 6)
Counselling and Values     Hybrid Journal   (Followers: 6)
Glossa Psycholinguistics     Open Access   (Followers: 6)
Journal of Individual Psychology     Full-text available via subscription   (Followers: 5)
Journal of Cognitive Historiography     Full-text available via subscription   (Followers: 5)
Psyke & Logos     Open Access   (Followers: 5)
European Journal of Investigation in Health, Psychology and Education     Open Access   (Followers: 5)
Drama Therapy Review     Hybrid Journal   (Followers: 5)
Revista Científica Arbitrada de la Fundación MenteClara     Open Access   (Followers: 5)
Voices : A World Forum for Music Therapy     Open Access   (Followers: 5)
Policy Insights from the Behavioral and Brain Sciences     Full-text available via subscription   (Followers: 5)
Cognitive Research : Principles and Implications     Open Access   (Followers: 5)
African Journal of Cross-Cultural Psychology and Sport Facilitation     Full-text available via subscription   (Followers: 4)
Current Behavioral Neuroscience Reports     Hybrid Journal   (Followers: 4)
SUCHT - Zeitschrift für Wissenschaft und Praxis / Journal of Addiction Research and Practice     Hybrid Journal   (Followers: 4)
Archives of Scientific Psychology     Open Access   (Followers: 4)
Psychology and Law     Open Access   (Followers: 4)
Sexual Offending : Theory, Research, and Prevention     Open Access   (Followers: 4)
Social Action : The Journal for Social Action in Counseling and Psychology     Free   (Followers: 3)
Spirituality in Clinical Practice     Full-text available via subscription   (Followers: 3)
Social Inclusion     Open Access   (Followers: 3)
Journal of Amateur Sport     Open Access   (Followers: 3)
European Journal of Behavior Analysis     Hybrid Journal   (Followers: 3)
Phenomenology and Mind     Open Access   (Followers: 3)
Phenomenology & Practice     Open Access   (Followers: 2)
Zeitschrift für Neuropsychologie     Hybrid Journal   (Followers: 2)
Zeitschrift für Psychiatrie, Psychologie und Psychotherapie     Hybrid Journal   (Followers: 2)
Couple and Family Psychoanalysis     Full-text available via subscription   (Followers: 2)
Journal of Language Aggression and Conflict     Hybrid Journal   (Followers: 2)
Research in Psychology and Behavioral Sciences     Open Access   (Followers: 2)
Lebenswelt : Aesthetics and philosophy of experience     Open Access   (Followers: 2)
Nigerian Journal of Guidance and Counselling     Full-text available via subscription   (Followers: 2)
Multisensory Research     Hybrid Journal   (Followers: 2)
Language and Text     Open Access   (Followers: 2)
Inquiry : Critical Thinking Across the Disciplines     Full-text available via subscription   (Followers: 2)
Journal of Dynamic Decision Making     Open Access   (Followers: 2)
Behavioral Development Bulletin     Full-text available via subscription   (Followers: 2)
International Review of Social Psychology / Revue Internationale de Psychologie Sociale     Open Access   (Followers: 2)
Tempo Psicanalitico     Open Access   (Followers: 1)
Canadian Journal of Art Therapy : Research, Practice, and Issues     Hybrid Journal   (Followers: 1)
Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie     Hybrid Journal   (Followers: 1)
Zeitschrift für Pädagogische Psychologie     Hybrid Journal   (Followers: 1)
Neuropsychoanalysis : An Interdisciplinary Journal for Psychoanalysis and the Neurosciences     Hybrid Journal   (Followers: 1)
FLEKS : Scandinavian Journal of Intercultural Theory and Practice     Open Access   (Followers: 1)
Rivista di Psicoterapia Relazionale     Full-text available via subscription   (Followers: 1)
Facta Universitatis, Series : Philosophy, Sociology, Psychology and History     Open Access   (Followers: 1)
Epiphany     Open Access   (Followers: 1)
Journal of Psychology in Africa     Full-text available via subscription   (Followers: 1)
Brain Informatics     Open Access   (Followers: 1)
Undecidable Unconscious : A Journal of Deconstruction and Psychoanalysis     Full-text available via subscription   (Followers: 1)
Russian Psychological Journal     Open Access   (Followers: 1)
Acta de Investigación Psicológica     Open Access   (Followers: 1)
Psychological Science and Education     Open Access   (Followers: 1)
Psychological Science and Education psyedu.ru     Open Access   (Followers: 1)
Pragmatic Case Studies in Psychotherapy     Open Access   (Followers: 1)
Psicologia e Saber Social     Open Access   (Followers: 1)
Zeitschrift für Gerontopsychologie und -psychiatrie     Full-text available via subscription   (Followers: 1)
Wawasan     Open Access   (Followers: 1)
Journal of Numerical Cognition     Open Access   (Followers: 1)
Canadian Art Therapy Association     Hybrid Journal   (Followers: 1)
Voices : The Art and Science of Psychotherapy     Full-text available via subscription   (Followers: 1)
Journal of Mind and Medical Sciences     Open Access   (Followers: 1)
Activités     Open Access   (Followers: 1)
Journal of Educational, Cultural and Psychological Studies     Open Access   (Followers: 1)
Quantitative Methods for Psychology     Open Access   (Followers: 1)
New School Psychology Bulletin     Open Access   (Followers: 1)
Behaviormetrika     Hybrid Journal   (Followers: 1)
Psychosomatic Medicine and General Practice     Open Access   (Followers: 1)
Jurnal Psikologi Pendidikan dan Konseling : Jurnal Kajian Psikologi Pendidikan dan Bimbingan Konseling     Open Access   (Followers: 1)
Revista de Estudios e Investigación en Psicología y Educación     Open Access  
Persona Studies     Open Access  
Indigenous : Jurnal Ilmiah Psikologi     Open Access  
Intuisi : Jurnal Psikologi Ilmiah     Open Access  
Setting     Full-text available via subscription  
Revista de Psicologia     Open Access  
European Yearbook of the History of Psychology     Full-text available via subscription  
Interacciones. Revista de Avances en Psicología     Open Access  
Psicologia     Open Access  
Journal für Psychoanalyse     Open Access  
Siglo Cero. Revista Española sobre Discapacidad Intelectual     Open Access  
Miscelánea Comillas. Revista de Ciencias Humanas y Sociales     Open Access  
TESTFÓRUM     Open Access  
S : Journal of the Circle for Lacanian Ideology Critique     Open Access  
International Journal of Psychoanalysis and Education     Open Access  
Quaderns de Psicologia     Open Access  
Satir International Journal     Open Access  
Mudanças - Psicologia da Saúde     Open Access  
Journal of Creating Value     Full-text available via subscription  
Tajdida : Jurnal Pemikiran dan Gerakan Muhammadiyah     Open Access  
Estudos Interdisciplinares em Psicologia     Open Access  
Psychologie du Travail et des Organisations     Hybrid Journal  
Cendekia : Jurnal Kependidikan dan Kemasyarakatan     Open Access  
Visnyk of NTUU - Philosophy. Psychology. Pedagogics     Open Access  
Revista Costarricense de Psicología     Open Access  
Informes Psicológicos     Open Access  
Jurnal Psikologi     Open Access  
Zeitschrift für Differentielle und Diagnostische Psychologie     Full-text available via subscription  
Klart språk i Norden     Open Access  
Revista Pequén     Open Access  
Pensando Psicología     Open Access  
Ciencias Psicológicas     Open Access  
Revista de Cultura Teológica     Open Access  
Journal of Modern Foreign Psychology     Open Access  
Experimental Psychology (Russia)     Open Access  
Elpis - Czasopismo Teologiczne Katedry Teologii Prawosławnej Uniwersytetu w Białymstoku     Open Access  
International Journal of Comparative Psychology     Open Access  
Гуманітарний вісник Запорізької державної інженерної академії     Open Access  
Revista Latinoamericana de Psicología     Open Access  
Cogent Psychology     Open Access  
Ajayu Órgano de Difusión Científica del Departamento de Psicología UCBSP     Open Access  
Psicologia     Open Access  
Análise Psicológica     Open Access  
Rivista Internazionale di Filosofia e Psicologia     Open Access  
Universal Journal of Psychology     Open Access  
Revista Internacional de Psicologia     Open Access  
Terapia familiare     Full-text available via subscription  
Studi Junghiani     Full-text available via subscription  
Ruolo Terapeutico (IL)     Full-text available via subscription  
Rivista Sperimentale di Freniatria     Full-text available via subscription  
Ricerche di psicologia     Full-text available via subscription  
Ricerca Psicoanalitica : Journal of the Relationship in Psychoanalysis     Open Access  
Quaderni di Gestalt     Full-text available via subscription  
Psicoterapia e Scienze Umane     Full-text available via subscription  
Psicologia di Comunità. Gruppi, ricerca-azione, modelli formativi     Full-text available via subscription  
Psicologia della salute     Full-text available via subscription  
Psicobiettivo     Full-text available via subscription  
Psicoanalisi     Full-text available via subscription  
Ipnosi     Full-text available via subscription  
Interazioni     Full-text available via subscription  
Gruppi     Full-text available via subscription  
Forum : Journal of the International Association of Group Psychoterapy     Full-text available via subscription  
Educazione sentimentale     Full-text available via subscription  
Revista Wímb Lu     Open Access  
International Perspectives in Psychology : Research, Practice, Consultation     Full-text available via subscription  
Lernen und Lernstörungen     Hybrid Journal  
Inkanyiso : Journal of Humanities and Social Sciences     Open Access  
Online Readings in Psychology and Culture     Open Access  
Winnicott e-prints     Open Access  
Trivium : Estudos Interdisciplinares     Open Access  
Temas em Psicologia     Open Access  
Stylus (Rio de Janeiro)     Open Access  
Salud & Sociedad: investigaciones en psicologia de la salud y psicologia social     Open Access  
Revista Psicopedagogia     Open Access  
Revista Psicologia Política     Open Access  
Revista Psicologia e Saúde     Open Access  
Revista Psicologia     Open Access  
Revista Mexicana de Orientación Educativa     Open Access  
Revista do NUFEN     Open Access  
Revista de Etologia     Open Access  
Revista da SPAGESP     Open Access  
Revista da SBPH     Open Access  
Revista da Abordagem Gestáltica     Open Access  

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School of Mathematical and Computer Sciences
Heriot-Watt University
Edinburgh, EH14 4AS, UK
Email: journaltocs@hw.ac.uk
Tel: +00 44 (0)131 4513762
 


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