Maximum Likelihood Parameter Estimates and Confidence Intervals

Yuhong Liu published parameter estimates and confidence intervals on figshare in June 2026. The dataset contains maximum likelihood estimates and 95% profile likelihood confidence interval bounds for all parameters across all models. It is a small dataset, 12.3 KB in size, shared under a CC-BY-4.0 license.

Use Cases

• Validate statistical model parameters based on the provided maximum likelihood estimates.
• Assess parameter uncertainty based on the 95% profile likelihood confidence intervals.
• Compare parameter estimates across different models as implied by the description.
• Use as benchmark values for model calibration or simulation studies.

Strengths

• Includes 95% profile likelihood confidence intervals for all parameters.
• Provides maximum likelihood estimates for all parameters across models.
• Shared under a permissive CC-BY-4.0 license.

Limitations

• Dataset is very small at 12.3 KB, indicating limited scope.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

Yuhong Liu

Collection Method

Likely generated from statistical modeling analysis.

Freshness

Last updated 2026-06-02 17:41:30; freshness should be verified.