Bayesian Gamma Regression Posterior Summaries for Maternal Age at First Birth

Posterior summaries and convergence diagnostics from Bayesian Gamma regression models (GLM and GLMM) for maternal age at first birth. The dataset is 13.5 KB in size, stored in an XLS file, and was authored by Adimias Wendimagegn Agegnehu. It was last updated on 2026-04-13.

Use Cases

• Assessing model convergence for Bayesian Gamma regression based on the provided diagnostics.
• Analyzing posterior parameter distributions for maternal age modeling.
• Comparing results from Generalized Linear Models (GLM) and Generalized Linear Mixed Models (GLMM).
• Validating Bayesian inference workflows for demographic data.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• Specific focus on Bayesian Gamma regression for a demographic variable.

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

Output from Bayesian statistical models.

Time Range

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Freshness

Last updated 2026-04-13 17:32:42; freshness should be verified.

Geography

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