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You Need to Proceed with Extreme Caution When Using a Multiple

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You need to proceed with extreme caution when using a multiple regression model that has one or more large VIF values.


Definitions:

Cervicitis

An inflammation of the cervix, often caused by infection and characterized by symptoms like abnormal vaginal discharge and pain during intercourse.

Cervix

The lower, narrow end of the uterus that opens into the vagina, playing an essential role in feminine reproductive health and childbirth.

Endometriosis

A medical condition in women where tissue similar to the lining inside the uterus grows outside it, leading to pain and possibly fertility issues.

Vaginal Discharge

A mixture of fluid and cells continually shed through the vagina, which can vary in consistency and color, and serve important functions in female reproductive health.

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