README: Belief-Driven or Structure-Determined?
Project Title: Belief-Driven or Structure-Determined? A Bayesian Multilevel Analysis of Connectionist Teaching Practices Among Mathematics Teachers in China. Authors: Zhang, C., & Pampaka, M. (Under Review).
Project Structure Overview:
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├── Bayesian_MLM_connectionist.Rproj # R Project file
├── analysis
│ └── full_analysis.R # Main R script for cleaning, modeling, and plotting
├── data
│ ├── MLM_data.xlsx # [IGNORED] Cleaned dataset for analysis
│ └── school_data_processing.xlsx # [IGNORED] Raw data/pre-processing records
├── figures
│ ├── Figure_1_PA.pdf # Visualization of Belief-Practice relations
│ └── Figure_2_Housing_Price.pdf # Visualization of Housing Price effects
└── models
├── basic_mlm_multiple.rds # Model 1 (Joint): Baseline
├── dim4_mlm_multiple.rds # Model 2 (Joint): Structural predictors
├── final_mlm_multiple.rds # Model 3 (Joint): Structural + Belief predictors
├── final2_mlm_multiple.rds # Model 4 (Joint): Interaction (Belief x Attainment)
├── test_..._mlm.rds # Parallel models using 'Test' data for validation
└── ...sens..._rds # Sensitivity analysis models (Priors comparison)