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Fair Value Measurements - Recurring and Nonrecurring (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Sep. 30, 2018
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities $ 1,507,937   $ 1,507,937    
Available-for-sale securities         $ 1,314,957
Total financial assets 3,019,616   3,019,616   2,863,727
Recurring          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 1,507,937   1,507,937    
Available-for-sale securities         1,314,957
Total financial assets 1,521,849   1,521,849   1,353,795
Total financial liabilities 20,939   20,939   12,731
Recurring | Interest rate contracts          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets 13,912   13,912   12,731
Derivative liabilities 13,912   13,912   12,731
Recurring | Commercial loan hedges          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets         3,857
Derivative liabilities 2,585   2,585    
Recurring | Borrowings cash flow hedges          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets         22,250
Derivative liabilities 4,442   4,442    
Recurring | Equity securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities         488
Recurring | U.S. government and agency securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 248,942   248,942   207,293
Recurring | Municipal bonds          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 22,885   22,885   22,978
Recurring | Corporate debt securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 208,707   208,707   184,695
Recurring | Agency pass-through certificates          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 1,027,403   1,027,403   896,041
Recurring | Commercial MBS          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities         3,462
Recurring | Level 1          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 0   0    
Available-for-sale securities         488
Total financial assets 0   0   488
Total financial liabilities 0   0   0
Recurring | Level 1 | Interest rate contracts          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets 0   0   0
Derivative liabilities 0   0   0
Recurring | Level 1 | Commercial loan hedges          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets         0
Derivative liabilities 0   0    
Recurring | Level 1 | Borrowings cash flow hedges          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets         0
Derivative liabilities 0   0    
Recurring | Level 1 | Equity securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities         488
Recurring | Level 1 | U.S. government and agency securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 0   0   0
Recurring | Level 1 | Municipal bonds          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 0   0   0
Recurring | Level 1 | Corporate debt securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 0   0   0
Recurring | Level 1 | Agency pass-through certificates          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 0   0   0
Recurring | Level 1 | Commercial MBS          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities         0
Recurring | Level 2          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 1,507,937   1,507,937    
Available-for-sale securities         1,314,469
Total financial assets 1,521,849   1,521,849   1,353,307
Total financial liabilities 20,939   20,939   12,731
Recurring | Level 2 | Interest rate contracts          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets 13,912   13,912   12,731
Derivative liabilities 13,912   13,912   12,731
Recurring | Level 2 | Commercial loan hedges          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets         3,857
Derivative liabilities 2,585   2,585    
Recurring | Level 2 | Borrowings cash flow hedges          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets         22,250
Derivative liabilities 4,442   4,442    
Recurring | Level 2 | Equity securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities         0
Recurring | Level 2 | U.S. government and agency securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 248,942   248,942   207,293
Recurring | Level 2 | Municipal bonds          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 22,885   22,885   22,978
Recurring | Level 2 | Corporate debt securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 208,707   208,707   184,695
Recurring | Level 2 | Agency pass-through certificates          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 1,027,403   1,027,403   896,041
Recurring | Level 2 | Commercial MBS          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities         3,462
Recurring | Level 3          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 0   0    
Available-for-sale securities         0
Total financial assets 0   0   0
Total financial liabilities 0   0   0
Recurring | Level 3 | Interest rate contracts          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets 0   0   0
Derivative liabilities 0   0   0
Recurring | Level 3 | Commercial loan hedges          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets         0
Derivative liabilities 0   0    
Recurring | Level 3 | Borrowings cash flow hedges          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Derivative assets         0
Derivative liabilities 0   0    
Recurring | Level 3 | Equity securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities         0
Recurring | Level 3 | U.S. government and agency securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 0   0   0
Recurring | Level 3 | Municipal bonds          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 0   0   0
Recurring | Level 3 | Corporate debt securities          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 0   0   0
Recurring | Level 3 | Agency pass-through certificates          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities 0   0   0
Recurring | Level 3 | Commercial MBS          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Available-for-sale securities         $ 0
Nonrecurring          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 9,091 $ 21,479 9,091 $ 21,479  
Nonrecurring | Changes measurement          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Loss related to impaired loans and real estate held for sale, measured on nonrecurring basis (4,388) (3,217) (5,225) (4,750)  
Nonrecurring | Impaired loans          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 6,007 15,125 6,007 15,125  
Nonrecurring | Impaired loans | Changes measurement          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Loss related to impaired loans and real estate held for sale, measured on nonrecurring basis (4,383) (3,120) (5,619) (4,094)  
Nonrecurring | Real estate owned          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 3,084 6,354 3,084 6,354  
Nonrecurring | Real estate owned | Changes measurement          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Loss related to impaired loans and real estate held for sale, measured on nonrecurring basis (5) (97) 394 (656)  
Nonrecurring | Level 1          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 0 0 0 0  
Nonrecurring | Level 1 | Impaired loans          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 0 0 0 0  
Nonrecurring | Level 1 | Real estate owned          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 0 0 0 0  
Nonrecurring | Level 2          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 0 0 0 0  
Nonrecurring | Level 2 | Impaired loans          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 0 0 0 0  
Nonrecurring | Level 2 | Real estate owned          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 0 0 0 0  
Nonrecurring | Level 3          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 9,091 21,479 9,091 21,479  
Nonrecurring | Level 3 | Impaired loans          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure 6,007 15,125 6,007 15,125  
Nonrecurring | Level 3 | Real estate owned          
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]          
Assets, fair value disclosure $ 3,084 $ 6,354 $ 3,084 $ 6,354