Character Statistics

What are the purposes of each and every character statistic? I'm having a difficult time deciding which equipment to use because I don't understand the statistics that are increased with the equipment. Please and thank you.

It mainly depends on which tier the item is and legendary and unique items are best or even epic

Oh I meant, the characteristics such as strength, dexterity, vitality, intelligence, etc.

What is cull the weak?