Active research projects
Modeling non-random uncertainty in statistical models |
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§ Modeling fuzziness as coarsening not at random mechanism |
§ Fuzzy topic models for short texts [code 1] [code 2] [code 3] [code 4] |
Analysing post-sampling uncertainty in social survey data |
§ Decoupling measurement error information by mixing errors |
Complex network modeling of eye tracking heatmaps |
Selected publications
Research profile:
Scopus
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zbMATH
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ArXiv
Bayesianize fuzziness in the statistical analysis of fuzzy data |
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A novel CFA+EFA model to detect aberrant respondents |
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A Bayesian Modeling Approach to Fuzzy Data Analysis |
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Post-selection Inference in Multiverse Analysis (PIMA): An Inferential Framework Based on the Sign Flipping Score Test |
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Mixture polarization in inter-rater agreement analysis: A Bayesian nonparametric index |
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Estimating latent linear correlations from fuzzy frequency tables |
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A probabilistic tree model to analyze fuzzy rating data |
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Jointly modeling rating responses and times with fuzzy numbers |
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A psychometric modeling approach to fuzzy rating data |
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Modeling random and non-random decision uncertainty in ratings data |
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A State Space Approach to Dynamic Modeling of Mouse-Tracking Data |
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A Maximum Entropy Procedure to Solve Likelihood Equations |
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Multiple mediation analysis for interval-valued data |
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Deriving optimal data-analytic regimes from benchmarking studies |
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A dimension reduction technique for two-mode non-convex fuzzy data |
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Generalized cross entropy method for analysing the SERVQUAL model |
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A fuzzy set theory based computational model to represent the quality of inter-rater agreement |
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A generalized maximum entropy (GME) approach for crisp-input/fuzzy-output regression model |
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