Computer Science
8 years ago

New test reveals unequal variances in censored samples, impacting data accuracy.

Journal of Statistical Computation and Simulation
A test for equality of variances with censored samples
Violeta De La Huerta Contreras, Humberto Vaquera‐Huerta, Barry C. Arnold

Paper Summary

Related papers

Theme background image
Mathematics
2 years ago

New method outperforms traditional tests in detecting equal variances in data.

Clinical Trials
Multicollinearity
Missing Data
1 view
Theme background image
Computer Science
3 years ago

New test improves accuracy of high-dimensional data analysis in research.

Model-Based Clustering
Skew Distributions
Missing Data
3 views
Theme background image
Computer Science
5 years ago

New test revolutionizes high-dimensional data analysis for accurate results.

Model-Based Clustering
Scaling Limits
Skew Distributions
3 views

A new test has been developed to check if two groups have similar variances, even when some data is missing. The test uses Bartlett's statistic and has been shown to work well in simulations. The results indicate that the test's performance can vary depending on how much data is missing. An example involving ewe reproduction shows how this new method can be applied in animal science.