multicollinearity

[US]/ˌmʌltɪkəʊlɪˈnɛərɪti/
[UK]/ˌmʌltɪkəˈleɪnɪˌɛrɪti/
Frequency: Very High

Translation

n.A statistical phenomenon in which two or more predictor variables in a multiple regression model are highly correlated.
Word Forms

Phrases & Collocations

multicollinearity issue

multicollinearity test

multicollinearity effect

multicollinearity problem

detect multicollinearity

address multicollinearity

multicollinearity diagnosis

mitigate multicollinearity

multicollinearity analysis

multicollinearity variance

Example Sentences

multicollinearity can distort the results of regression analysis.

it is essential to check for multicollinearity before finalizing the model.

high multicollinearity can lead to unreliable coefficient estimates.

researchers often use variance inflation factor to detect multicollinearity.

addressing multicollinearity is critical for improving model accuracy.

multicollinearity can make it difficult to determine the effect of each predictor.

to mitigate multicollinearity, consider removing or combining correlated variables.

multicollinearity often arises in datasets with redundant information.

understanding multicollinearity is vital for effective statistical modeling.

detecting multicollinearity early can save time in the analysis process.

Popular Words

Explore frequently searched vocabulary

Download App to Unlock Full Content

Want to learn vocabulary more efficiently? Download the DictoGo app and enjoy more vocabulary memorization and review features!

Download DictoGo Now