ANOVA Results for Machining Parameter Significance

A summary of ANOVA results showing the significance of machining parameters on machining responses at a 95% confidence level. The dataset was authored by Palanisamy Angappan and is available in XLS format. It was last updated on May 12, 2026.

Use Cases

• Identify significant machining parameters based on ANOVA p-values.
• Optimize machining processes by focusing on parameters with the greatest statistical impact.
• Validate experimental designs in manufacturing research using statistical significance results.

Strengths

• Results are presented at a 95% confidence level, providing a standard statistical threshold.
• The dataset is openly available under a CC-BY-4.0 license.

Limitations

• The dataset is very small at 5.5 KB, indicating limited scope.
• Row count and column-level documentation are absent, requiring manual inspection after download.
• The description is minimal, lacking details on the specific machining processes or responses studied.

Provenance

Source

figshare

Freshness

Last updated 2026-05-12 17:36:34