Or if you don't want to give edit permissions on the whole page, you can click "Settings" of the blog instance and add the allowed edit role in blog security settings.
Additionally, if you want the users to be able to add/edit posts but not change the blog settings then you can add the custom role also under Administration > Permissions > Roles NOT Allowed to Edit Feature Instance Settings
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