Olympic Performance Parameter Tuning for CPD-D³ Model

A 5.5 KB dataset containing parameter tuning data for the CPD-D³ model in Olympic performance analysis. The dataset, authored by You Liu and updated in March 2026, is licensed under CC BY 4.0 and includes tags referencing the Brazilian Swimming Team, Chinese Diving Team, and specific analytical methods like the Decay Model and Dynamic Difference Method.

Use Cases

• Calibrate the Decay Model's Exponential Decay Function using empirical data from the Brazilian Swimming Team.
• Validate the Dynamic Difference Method against performance metrics from the Chinese Diving Team.
• Test the Dual Test Mechanism for detecting Dynamic Confounding Bias in athlete time-series data.
• Apply the Improved Cusum Algorithm to analyze Competition Size Stability across Olympic events.

Strengths

• Dataset is recent, with a last update timestamp of 2026 03 13.
• Released under a permissive CC BY 4.0 license for open use.
• Tags indicate domain-specific focus on Olympic teams like the Brazilian Swimming Team and Chinese Diving Team.

Limitations

• Extremely small scale at only 5.5 KB, indicating very limited data volume.
• No column definitions or sample data are provided, obscuring the data structure.
• Row count is unknown, preventing assessment of statistical sufficiency.

Provenance

Source

figshare, author You Liu.

Collection Method

Parameter tuning data for a specific CPD-D³ model.

Time Range

null

Freshness

Last updated 2026-03-13.

Geography

References Olympic teams from Brazil and China.