Do we lose attributes when we change difficulties? [duplicate]

No, you do not lose anything by going up a difficulty level

I've played through Normal, Nightmare, and am in Hell now, and have not seen any decrease in my character's stats when changing difficulty levels.

Other things, such as life leech, are affected though. See this post for a full list of what is affected by diffculty