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Bayesian Analysis of Item Response Theory and its Applications to Longitudinal Education Data

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Figure

table is the abbreviation for ‘posterior median’. . . . . . . . . . . . . . . 43 3.4 Summary of reporting DIC p
Table 2.1: Values of the parameters used in DIR-RT simulation
Figure 2.1: Posterior Summary of c i ’s, τ i −1/2 , δ i −1/2 ’s, κ −1/2 i ’s, and µ i ’s, where red cir- cir-cles represent true values, red squares are the posterior median estimates and red bars indicate 95% CIs.
Figure 2.2: The latent trajectory of one’s ability growth, where black dots, blue circles and starred lines represent true ability, the posterior median estimates and the 95%
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Joint Models of Dynamic Item Responses and Response Times (DIR-RT) DIR-RT Models Simulation Introduction and Motivation B-spline Functions Dynamic Item Response with Semi-parametric Smooth Growth (DIR- Robustness of DIR-SMSG Distance-based Clustering Methods

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