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Investment Securities - Narrative (Details) - USD ($)
3 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Sep. 30, 2017
Schedule of Available-for-sale Securities [Line Items]      
Amortized cost of available-for-sale securities $ 719,607,000   $ 563,209,000
Securities 710,570,000   557,176,000
Proceeds from sales of securities available-for-sale 92,000 $ 58,047,000  
Gross gains on sale of available-for-sale derivatives 0 500,000  
Gross losses on sale of available-for-sale derivatives 60,000 89,000  
Fair value of securities sold under agreements to repurchase 282,600,000   302,900,000
Other-than-temporary impairment charge on available-for-sale securities 0 0  
Schedule of Held-to-maturity Securities [Line Items]      
Securities held-to-maturity, at amortized cost (fair value of $236,125 and $131,822 at December 31, 2017 and September 30, 2017, respectively) 239,618,000   132,939,000
Securities held-to-maturity, fair value 236,125,000   131,822,000
Proceeds from sale of held-to-maturity securities 0 0  
Other-than-temporary impairment charge on held-to-maturity securities 0 $ 0  
Mortgage-backed securities and collateralized mortgage obligations      
Schedule of Available-for-sale Securities [Line Items]      
Amortized cost of available-for-sale securities 615,924,000   479,927,000
Securities 606,612,000   473,491,000
Mortgage-backed securities and collateralized mortgage obligations      
Schedule of Held-to-maturity Securities [Line Items]      
Securities held-to-maturity, at amortized cost (fair value of $236,125 and $131,822 at December 31, 2017 and September 30, 2017, respectively) 231,216,000   129,532,000
Securities held-to-maturity, fair value $ 227,781,000   $ 128,422,000