SECURITIES PURCHASE AGREEMENT SECURITIES PURCHASE AGREEMENT, dated April 20, 2006 (this "Agreement"), by and among The Bank of Nova Scotia, a Canadian chartered bank incorporated under the laws of Canada (the "Seller"), and Goldman, Sachs & Co. (the...