A creditor cannot disadvantage (their word for charge more) unmarried joint applicants (and my assumption is that parent/child - siblings, etc.) are unmarried to each other, therefore in all the cases you mentioned - unmarried joint applicants. .
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Integrity. With it, nothing else matters. Without it, nothing else matters.