Parameter Estimates for GG, Gamma, and Weibull Distributions on Three Datasets

Parameter estimates for the Generalized Gamma (GG), Gamma, and Weibull distributions fitted to three unspecified datasets. The dataset was created by Emrah Altun and is available under a CC-BY-4.0 license. It was last updated on May 19, 2026.

Use Cases

• Compare goodness-of-fit between the Generalized Gamma, Gamma, and Weibull distributions based on the provided parameter estimates.
• Select an appropriate parametric model for data analysis based on estimated distribution parameters.
• Benchmark distribution fitting algorithms using the provided parameter estimates as a reference.
• Teach statistical modeling concepts using concrete examples of fitted distributions.

Strengths

• Provides a direct comparison of three common statistical distributions (GG, Gamma, Weibull) for three datasets.
• Dataset is small (5.5 KB), ensuring quick download and easy inspection.
• License is permissive (CC-BY-4.0), allowing for broad reuse and modification.

Limitations

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

Provenance

Source

Emrah Altun via figshare

Freshness

Last updated 2026-05-19 17:37:47; freshness should be verified.