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Parent Company Financial Information - STATEMENTS OF CASH FLOWS (Details) - USD ($)
3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Net Cash Provided by (Used in) Operating Activities [Abstract]                      
Net income $ 41,098,000 $ 41,375,000 $ 38,527,000 $ 38,718,000 $ 39,643,000 $ 28,392,000 $ 27,303,000 $ 28,002,000 $ 158,068,000 $ 123,340,000 $ 60,100,000
Adjustments to reconcile net income to cash used in operating activities:                      
Share-based compensation expense                 10,528,000 9,033,000 5,809,000
Change in accrued expenses and other liabilities, net                 (6,265,000) 14,157,000 5,193,000
Net cash provided by (used) in operating activities                 182,690,000 196,491,000 69,371,000
CASH FLOWS FROM INVESTING ACTIVITIES:                      
Cash acquired in acquisitions, net                 0 146,571,000 225,945,000
Net cash used in investing activities                 (98,251,000) (137,493,000) (284,169,000)
Cash flows from financing activities:                      
Redemption of junior subordinated debt securities                 (18,558,000) 0 0
Proceeds from issuance of subordinated debt, net                 122,453,000 0 0
Cash dividends paid                 (53,867,000) 0 0
Repurchase and retirement of common stock                 (100,000,000) 0 0
Restricted stock surrendered and canceled                 (3,285,000) (1,669,000) (1,258,000)
Net cash provided by (used in) financing activities                 39,005,000 (52,756,000) 255,105,000
Net change in cash and cash equivalents                 123,444,000 6,242,000 40,307,000
Cash and cash equivalents, beginning of year       203,406,000       197,164,000 203,406,000 197,164,000 156,857,000
Cash and cash equivalents, end of year 326,850,000       203,406,000       326,850,000 203,406,000 197,164,000
Corporation                      
Net Cash Provided by (Used in) Operating Activities [Abstract]                      
Net income                 159,718,000 123,340,000 60,100,000
Adjustments to reconcile net income to cash used in operating activities:                      
Share-based compensation expense                 10,528,000 9,033,000 5,809,000
Equity in undistributed earnings of subsidiary and dividends from the bank                 (117,458,000) (132,460,000) (68,323,000)
Increase in current and deferred taxes                 42,000 65,000 0
Change in accrued expenses and other liabilities, net                 3,131,000 (4,149,000) (365,000)
Change in accrued interest receivable and other assets, net                 (4,826,000) 2,461,000 817,000
Net cash provided by (used) in operating activities                 51,135,000 (1,710,000) (1,962,000)
CASH FLOWS FROM INVESTING ACTIVITIES:                      
Cash acquired in acquisitions, net                 0 2,985,000 0
Other, net                 0 (5,467,000) 601,000
Net cash used in investing activities                 0 (2,482,000) 601,000
Cash flows from financing activities:                      
Redemption of junior subordinated debt securities                 (18,558,000) 0 0
Proceeds from issuance of subordinated debt, net                 122,453,000 0 0
Cash dividends paid                 (53,867,000) 0 0
Repurchase and retirement of common stock                 (100,000,000) 0 0
Proceeds from exercise of options                 2,679,000 1,924,000 4,592,000
Restricted stock surrendered and canceled                 (3,285,000) (1,669,000) (1,258,000)
Net cash provided by (used in) financing activities                 (50,578,000) 255,000 3,334,000
Net change in cash and cash equivalents                 557,000 (3,937,000) 1,973,000
Cash and cash equivalents, beginning of year       $ 13,160,000       $ 17,097,000 13,160,000 17,097,000 15,124,000
Cash and cash equivalents, end of year $ 13,717,000       $ 13,160,000       $ 13,717,000 $ 13,160,000 $ 17,097,000