A significant amount of fraud comes from scammers convincing victims to installed malicious apps. They fake being a customer service provider.
Banks don't want their customer's to lose their money and they don't have the tools to protect them from themselves. For all the privacy reasons, app stores don't even banks enough tools to identify and block this fraud.