Hierarchical Regression Model Predicting Learning Perception

A 5.5 KB Excel file containing a hierarchical regression model for predicting learning perception, authored by Xiaoqiu Qiu. The model was last updated on April 21, 2026, and is shared under a CC-BY-4.0 license on figshare.

Use Cases

• Benchmarking hierarchical regression techniques based on the described model structure.
• Analyzing factors influencing learning perception based on the model's predictive framework.
• Teaching statistical modeling concepts using a concrete example from the education domain.

Strengths

• File size is precisely 5.5 KB, indicating a compact and focused model.
• License is clearly defined as CC-BY-4.0, permitting broad reuse with attribution.
• Last update date is explicitly provided as 2026-04-21.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

figshare

Collection Method

Likely a statistical model created for research or analysis.

Time Range

null

Freshness

Last updated 2026-04-21 17:36:21; freshness should be verified.

Geography

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