Detecting and explaining BLIM's unidentifiability: forward and backward parameter transformation groups
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Publication:1645035
DOI10.1016/j.jmp.2017.11.001zbMath1402.91650OpenAlexW2774525118MaRDI QIDQ1645035
Giulio Vidotto, Andrea Spoto, Luca Stefanutti
Publication date: 28 June 2018
Published in: Journal of Mathematical Psychology (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jmp.2017.11.001
transformation groupidentifiabilitybackward-gradednessbasic local independence model (BLIM)forward-gradedness
Related Items (9)
On the necessary and sufficient conditions for delineating forward- and backward-graded knowledge structures from skill maps ⋮ BLIM's identifiability and parameter invariance under backward and forward transformations ⋮ Empirical indistinguishability: From the knowledge structure to the skills ⋮ Representing probabilistic models of knowledge space theory by multinomial processing tree models ⋮ Commentary on: ``Extending the basic local independence model to polytomous data ⋮ Extending the basic local independence model to polytomous data ⋮ Markov solution processes: modeling human problem solving with procedural knowledge space theory ⋮ A correct response model in knowledge structure theory ⋮ On a generalization of local independence in item response theory based on knowledge space theory
Cites Work
- Unnamed Item
- Unnamed Item
- Identifiability of diagnostic classification models
- An upgrading procedure for adaptive assessment of knowledge
- Efficient estimation and local identification in latent class analysis
- On the link between cognitive diagnostic models and knowledge space theory
- Model evaluation and multiple strategies in cognitive diagnosis: an analysis of fraction subtraction data
- Recovering a probabilistic knowledge structure by constraining its parameter space
- A Markovian procedure for assessing the state of a system
- Combinatorial group theory.
- How to assess a model's testability and identifiability
- Identifiability in probabilistic knowledge structures
- Considerations about the identification of forward- and backward-graded knowledge structures
- On the unidentifiability of a certain class of skill multi map based probabilistic knowledge structures
- Assessing parameter invariance in the BLIM: bipartition models
- Nonparametric item response theory axioms and properties under nonlinearity and their exemplification with knowledge space theory
- Estimation of careless error and lucky guess probabilities for dichotomous test items: a psychometric application of a biometric latent class model with random effects
- Knowledge Spaces
- Learning Spaces
- Very Basic Lie Theory
- Spaces for the assessment of knowledge
- Knowledge Spaces
- Exploratory latent structure analysis using both identifiable and unidentifiable models
- Statistical Analysis ofQ-Matrix Based Diagnostic Classification Models
- A class of stochastic procedures for the assessment of knowledge
- The classification of the finite simple groups
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