Can You Guess?

I am warm, snugly, and I like to stay close to you.
My styles can vary, but my purpose is always the same.
I never have short sleeves, but always long.
Everybody loves me during the cold days of winter.
I am usually casual, but can be made dressier for special occasions.

What am I?