intercolline Sentence Examples

1. The intercollinearity between the independent variables created challenges in estimating the regression model.
2. The presence of intercollinearity among the predictors rendered the interpretation of individual parameter estimates difficult.
3. The variable selection process identified and removed highly intercolline variables to mitigate the impact on model stability.
4. Transformational methods, such as centering and scaling, were employed to reduce the intercollinearity between the variables.
5. Ridge regression was utilized as a robust technique to handle intercollinearity, preventing excessive parameter variance.
6. The intercollinearity diagnosis highlighted the presence of redundant information within the dataset, leading to model overfitting.
7. Partial least squares (PLS) regression was considered as an alternative approach to address intercollinearity, extracting latent variables that captured the most common variance.
8. Regularization techniques, such as LASSO and elastic net, were employed to shrink the coefficients of highly intercolline variables, reducing their influence on the model.
9. The research team conducted a thorough intercollinearity analysis to ensure the reliability and validity of their regression results.
10. Machine learning algorithms, such as decision trees and random forests, are often more robust to intercollinearity compared to traditional regression models.

intercolline Meaning

Webster

intercolline (a.)

Situated between hills; -- applied especially to valleys lying between volcanic cones.

Synonyms & Antonyms of intercolline

No Synonyms and anytonyms found

FAQs About the word intercolline

What is the meaning of the word intercolline

Situated between hills; -- applied especially to valleys lying between volcanic cones.

What are the synonyms of the word intercolline

No synonyms found.

What are the antonyms of the word intercolline

No antonyms found.

What is the usage of word intercolline

The intercollinearity between the independent variables created challenges in estimating the regression model.

The presence of intercollinearity among the predictors rendered the interpretation of individual parameter estimates difficult.

How to use the word intercolline in a sentence?

The variable selection process identified and removed highly intercolline variables to mitigate the impact on model stability.

Transformational methods, such as centering and scaling, were employed to reduce the intercollinearity between the variables.