A Bunny is Funny (And so is This Book) by Harriet Ziefert and Fred Ehrlich, illustrated by Todd McKie

From chapters.ca:
"It's never any use to argue with a moose."
A moose, an owl, and an elephant are just a few of the animals that show up in this stylish picture book. Todd McKie's art perfectly compliments Harriet Ziefert's and Fred Ehrlich's clever, silly rhymes.