Can obesity be psychological

Well, obesity is simply a term referring to the amount of excess body fat, so it's physical only.

However, people with anorexia nervosa feel very fat and have an immense fear of weight gain.

Also, people with Binge eating disorder eat a lot in one sitting, and generally become obese.