Are analytical procedures required as part of the final overall review of the financial statements? What is the purpose of such analytical procedures?

yes, as per the auditing standards the analytical procedures are required as part of the final review of the financial statements
the purpose of such analytical procedures is to help the auditor to assess his final option of the audited financial statements, and to determine the overall presentation of the financial statements