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SELECTED QUARTERLY FINANCIAL DATA (UNAUDITED) (Details) - USD ($)
$ / shares in Units, $ in Thousands
 3 Months Ended 12 Months Ended
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2016
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2017
Quarterly Financial Information Disclosure [Abstract]                              
Interest income $ 80,828 $ 81,632 $ 88,294 $ 74,976 $ 60,202 $ 34,104 $ 33,371 $ 30,857 $ 28,949 $ 28,861 $ 27,718 $ 22,575      
Interest expense 15,211 14,664 16,944 14,704 11,665 5,693 5,966 4,661 4,461 3,918 3,752 2,742 $ 61,522 $ 27,985 $ 14,873
Net interest income 65,617 66,968 71,350 60,272 48,537 28,411 27,405 26,196 24,488 24,943 23,966 19,833 264,207 130,549 93,230
Provision for loan and lease losses 4,121 9,112 33,318 9,099 4,706 5,315 18,343 1,068 (144) 1,240 8,649 843 55,650 29,432 10,589
Non-interest income 35,980 43,790 105,025 37,751 24,613 33,225 97,419 29,268 29,833 30,820 92,170 19,349 222,545 184,525 172,172
Net income attributable to parent $ 20,195 $ 29,291 $ 32,120 $ 15,398 $ 8,722 $ 6,792 $ 31,436 $ 4,670 $ 1,744 $ 9,787 $ 32,142 $ 1,244 $ 97,004 $ 51,620 $ 44,917
Earnings (loss) per common and common equivalent share [Abstract]                              
Basic (in dollars per share) $ 0.53 $ 0.75 $ 0.81 $ 0.39 $ 0.24 $ 0.22 $ 1.07 $ 0.15 $ 0.07 $ 0.35 $ 1.15 $ 0.05 $ 2.49 $ 1.68 $ 1.62
Diluted (in dollars per share) 0.53 0.75 0.81 0.39 0.24 0.22 1.06 0.15 0.07 0.35 1.14 0.05 $ 2.49 $ 1.67 $ 1.61
Dividend declared per share (in dollars per share) $ 0.05 $ 0.05 $ 0.05 $ 0.05 $ 0.05 $ 0.04 $ 0.04 $ 0.04 $ 0.04 $ 0.04 $ 0.04 $ 0.04