No, when the invoice is issued you cannot delete it, but you can issue a credit note. Find the incorrect invoice on the invoices list and click it to see its details. In the upper right corner you will see the menu (three dots), click on it to see the options. Select "credit note". The credit note covers total amount of selected invoice, you cannot issue a credit note for a part of the invoice amount.