From the root of aveō (“long for, crave”) with the rare and probably fossilized suffix -ārus (the only other likely example of which is in amārus; compare also -ārius), perhaps reflecting Proto-Indo-European *h₂ew-eh₂-ros.
Practice speaking and memorizing "avarus" and many other words and sentences in Latin.