Exhibit 12 Trump Casino Holdings, LLC Computation of Earnings to Fixed Charges (Dollars in Thousands) Three Months Year ended December 31, ended March 31, ------------------------------------------------ ------------------- 1998 1999 2000 2001 2002 2002 2003 -------- -------- -------- -------- -------- -------- -------- Earnings Pre-tax income (loss) from operations...... $(30,809) $(28,095) $(30,022) $(19,097) $(12,017) $ (3,029) $ (5,528) Fixed Charges.............................. 62,509 62,182 63,465 66,771 72,400 17,452 21,624 -------- -------- -------- -------- -------- -------- -------- Total earnings available for fixed charges.............................. $ 31,700 $ 34,087 $ 33,443 $ 47,674 $ 60,383 $ 14,423 $ 16,096 ======== ======== ======== ======== ======== ======== ======== Fixed Charges Interest expense .......................... $ 61,305 $ 61,225 $ 62,450 $ 65,685 $ 70,728 $ 17,123 $ 21,160 Interest component of operating leases..... 1,204 957 1,015 1,086 1,672 329 464 -------- -------- -------- -------- -------- -------- -------- Total fixed charges.................... $ 62,509 $ 62,182 $ 63,465 $ 66,771 $ 72,400 $ 17,452 $ 21,624 ======== ======== ======== ======== ======== ======== ======== Earnings were insufficient to cover fixed charges by $30,809, $28,095, $30,022, $19,097, and $12,017 for the years ended December 31, 1998, 1999, 2000, 2001, and 2002, respectively, and $3,029 and $5,528 for the three months ended March 31, 2002 and 2003, respectively. For purposes of this ratio, earnings consist of income (loss) before income taxes and losses from 50 percent owned joint venture as Company does not service or guarantee any debt of Buffington Harbor Riverboats LLC. Fixed charges include interest expenses plus the portion of rent expense under operating leases deemed by us to be representative of the interest factor.