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The structure of teaching practices across countries. A combination of factor analysis and network analysis
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In: Studies in educational evaluation 65 (2020) 100861, 55 S. (2020)
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Teachers' self-efficacy beliefs regarding assessment and promotion of school-relevant skills of preschool children ...
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Teachers' self-efficacy beliefs regarding assessment and promotion of school-relevant skills of preschool children
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In: Early child development and care 189 (2019) 2, S. 339-351 (2019)
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Exploring the dimensional structure of bullying victimization among primary and lower-secondary school students: Is one factor enough, or do we need more?
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Phonological processing in children with specific reading disorder versus typical learners. Factor structure and measurement invariance in a transparent orthography
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In: The Journal of educational psychology 109 (2017) 5, S. 709-726 (2017)
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Phonological processing in children with specific reading disorder versus typical learners. Factor structure and measurement invariance in a transparent orthography ...
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Variation in English world-wide : varieties and genres in a quantitative perspective
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Self-concepts in reading, writing, listening and speaking. A multidimensional and hierarchical structure and its generalizability across native and foreign languages ...
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German national proficiency scales in biology: Internal structure, relations to general cognitive abilities and verbal skills ...
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Self-concepts in reading, writing, listening and speaking. A multidimensional and hierarchical structure and its generalizability across native and foreign languages
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In: The journal of educational psychology 108 (2016) 5, S. 646-664 (2016)
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German national proficiency scales in biology: Internal structure, relations to general cognitive abilities and verbal skills
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In: Science education 100 (2016) 5, S. 903-922 (2016)
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Exploring animacy as a mnemonic dimension
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In: Open Access Dissertations (2016)
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Discovering latent structures in syntax trees and mixed-type data
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Abstract:
Gibbs sampling is a widely applied algorithm to estimate parameters in statistical models. This thesis uses Gibbs sampling to resolve practical problems, especially on natural language processing and mixed type data. It includes three independent studies. The first study includes a Bayesian model for learning latent annotations. The technique is capable of parsing sentences in a wide variety of languages, producing results that are on-par with or surpass previous approaches in accuracy, and shows promising potential for parsing low-resource languages. The second study presents a method to automatically complete annotations from partially-annotated sentence data, with the help of Gibbs sampling. The algorithm significantly reduces the time required to annotate sentences for natural language processing, without a significant drop in annotation accuracy. The last study proposes a novel factor model for uncovering latent factors and exploring covariation among multiple outcomes of mixed types, including binary, count, and continuous data. Gibbs sampling is used to estimate model parameters. The algorithm successfully discovers correlation structures of mixed-type data in both simulated and real-word data. ; Operations Research and Industrial Engineering
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Keyword:
Bayesian statistics; Factor analysis; Gibbs sampling; Natural language processing; Syntax trees parsing
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URL: https://doi.org/10.15781/T2V40KJ0D http://hdl.handle.net/2152/68368
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What determines students' study practices in higher education? An instrumental variable approach
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Differentiation of competence and affect self-perceptions in elementary school students. Extending empirical evidence ...
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Differentiation of competence and affect self-perceptions in elementary school students. Extending empirical evidence
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In: European journal of psychology of education 30 (2015) 4, S. 405-419 (2015)
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Multilevel Factor Analysis and Student Ratings of Instructional Practice
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In: Schweig, Jonathan David. (2014). Multilevel Factor Analysis and Student Ratings of Instructional Practice. UCLA: Education 0249. Retrieved from: http://www.escholarship.org/uc/item/9t03w2hc (2014)
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Multilevel Factor Analysis and Student Ratings of Instructional Practice
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Robust representation of noisy documents in homogeneous spaces ; Représentations robustes de documents bruités dans des espaces homogènes
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In: https://tel.archives-ouvertes.fr/tel-01202157 ; Autre [cs.OH]. Université d'Avignon, 2014. Français. ⟨NNT : 2014AVIG0202⟩ (2014)
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