Survival Analysis Models for Time-to-Sputum Culture Conversion

A dataset comparing survival analysis models using Akaike information criteria and log-likelihood for time-to-sputum culture conversion and associated factors. The dataset is provided by author Wolde Abreham Geda and was last updated on April 13, 2026. It is a small dataset, 5.5 KB in size, stored in an XLS file format.

Use Cases

• Compare statistical survival models based on Akaike information criteria and log-likelihood values.
• Analyze factors associated with time-to-sputum culture conversion in a medical context.
• Benchmark model performance for time-to-event data in clinical research.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File size is small (5.5 KB), facilitating quick download and inspection.

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 contains results from a statistical analysis comparing survival models.

Time Range

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Freshness

Last updated 2026-04-13 17:31:05; freshness should be verified.

Geography

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