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Parent Company Financial Information - Statements of Cash Flows (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Net Cash Provided by (Used in) Operating Activities [Abstract]      
Net income/(loss) attributable to controlling interest $ 440,908 $ 545,042 $ 165,515
Adjustments to reconcile net income/(loss) to net cash provided/(used) by operating activities:      
Depreciation, amortization, and other 65,239 59,125 70,924
(Gain)/loss on securities (441) (212,896) (109)
Provision/(benefit) for deferred income taxes 14,357 103,557 121,001
Stock-based compensation expense 22,730 23,171 20,627
Net (increase)/decrease in interest receivable and other assets (116,888) 32,950 240,629
Net (decrease)/increase in interest payable and other liabilities 95,200 (3,980) (16,877)
Total adjustments 377,921 (322,202) (205,778)
Net cash provided/(used) by operating activities 830,294 234,305 (28,798)
Securities:      
Sales and prepayments 191,681 20,751  
Sales and prepayments     936,958
Premises and equipment:      
Net cash provided/(used) by investing activities (2,389,842) 480,372 (1,324,602)
Preferred stock:      
Cash dividends (6,200) (6,200) (6,200)
Common stock:      
Exercise of stock options 9,665 4,482 6,132
Cash dividends (171,076) (138,706) (79,904)
Repurchase of shares (134,813) (104,768) (5,554)
Term borrowings:      
Repayment of term borrowings (405,562) (69,025) (147,413)
Net cash provided/(used) by financing activities 1,421,116 (761,398) 1,767,652
Net increase/(decrease) in cash and cash equivalents (138,432) (46,721) 414,252
Cash and cash equivalents at beginning of period 1,405,325 1,452,046 1,037,794
Cash and cash equivalents at end of period 1,266,893 1,405,325 1,452,046
Total interest paid 410,883 307,578 140,373
Total taxes paid 70,505 42,817 54,417
Parent Company      
Net Cash Provided by (Used in) Operating Activities [Abstract]      
Net income/(loss) attributable to controlling interest 440,908 545,042 165,515
Less undistributed net income/(loss) of subsidiaries 157,572 169,751 (23,541)
Income/(loss) before undistributed net income of subsidiaries 283,336 375,291 189,056
Adjustments to reconcile net income/(loss) to net cash provided/(used) by operating activities:      
Depreciation, amortization, and other (915) 15 15
(Gain)/loss on securities (317) (28) (109)
Provision/(benefit) for deferred income taxes 3,648 3,212 7,727
Stock-based compensation expense 21,909 22,398 19,625
Net (increase)/decrease in interest receivable and other assets 10,170 18,214 8,605
Net (decrease)/increase in interest payable and other liabilities 17,736 (10,702) 13,172
Total adjustments 52,231 33,109 49,035
Net cash provided/(used) by operating activities 335,567 408,400 238,091
Securities:      
Sales and prepayments 1,457 65  
Sales and prepayments     318
Premises and equipment:      
Sales/(purchases) 19 (43) 7
Return on investment in subsidiary 164 1,597 1,871
Cash paid for business combination, net 0 (39,916) (126,149)
Net cash provided/(used) by investing activities 1,640 (38,297) (123,953)
Preferred stock:      
Cash dividends (6,200) (6,200) (6,200)
Common stock:      
Exercise of stock options 9,665 4,482 6,132
Cash dividends (171,076) (138,706) (79,904)
Repurchase of shares (134,813) (104,768) (5,554)
Term borrowings:      
Repayment of term borrowings 0 (45,364) 0
Net cash provided/(used) by financing activities (302,424) (290,556) (85,526)
Net increase/(decrease) in cash and cash equivalents 34,783 79,547 28,612
Cash and cash equivalents at beginning of period 334,485 254,938 226,326
Cash and cash equivalents at end of period 369,268 334,485 254,938
Total interest paid 29,169 29,186 17,321
Total taxes paid $ 43,418 $ 49,056 $ 23,020