Mathematics
8 years ago

New Regression Test Statistic Provides Powerful Diagnostic Tools for Model Adjustment.

1 view
Journal of the Korean Data and Information Science Society
Goodness-of Fit Tests in Regression via Nonparametric Function Techniques
Jong-Tae Kim, Gyoung-Ae Moon

Paper Summary

The researchers developed a new test statistic by combining different weights with a statistical method to see how it affects the results. This new test showed strong performance in power studies. Additionally, it can help identify adjustments needed in a model, making it a valuable tool for diagnostics in various situations.

Related papers

Theme background image
Mathematics
8 years ago

New test improves accuracy of fitting data to density functions.

Regularization Methods
Theme background image
Mathematics
8 years ago

New test for regression models improves accuracy and power for small samples.

Multicollinearity
Regularization Methods
Model-Based Clustering
Theme background image
Mathematics
8 years ago

New fit statistic revolutionizes model testing for sparse data analysis!

Multicollinearity
Least Squares
2 views