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Fair Value Measurements - Fair Value by Balance Sheet Grouping (Details) - USD ($)
$ in Thousands
Mar. 31, 2018
Sep. 30, 2017
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities $ 1,269,271 $ 1,266,209
Held-to-maturity securities 1,667,787 1,635,913
FHLB and FRB stock 126,990 122,990
Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 1,269,271 1,266,209
Held-to-maturity securities 1,716,566 1,646,856
Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 1,269,271 1,266,209
Held-to-maturity securities 1,667,787 1,635,913
Agency pass-through certificates    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Held-to-maturity securities 1,652,787 1,635,913
Commercial MBS    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Held-to-maturity securities 15,000  
Level 1 | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 256,808 313,070
Level 1 | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 256,808 313,070
Level 1 | Equity securities | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 495 522
Level 1 | Equity securities | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 495 522
Level 2 | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
FHLB and FRB stock 126,990 122,990
Customer accounts 11,138,856 10,835,008
FHLB advances 2,325,000 2,225,000
Level 2 | Carrying Amount | Interest rate contracts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Other assets 8,617 1,139
Other liabilities 8,617 1,139
Level 2 | Carrying Amount | Commercial loan hedges    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Other assets 2,217 0
Other liabilities 0 174
Level 2 | Carrying Amount | Borrowings hedges    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Other assets 15,328 0
Other liabilities 0 1,693
Level 2 | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
FHLB and FRB stock 126,990 122,990
Customer accounts 10,627,045 10,411,686
FHLB advances 2,327,701 2,266,791
Level 2 | Estimated Fair Value | Interest rate contracts    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Other assets 8,617 1,139
Other liabilities 8,617 1,139
Level 2 | Estimated Fair Value | Commercial loan hedges    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Other assets 2,217 0
Other liabilities 0 174
Level 2 | Estimated Fair Value | Borrowings hedges    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Other assets 15,328 0
Other liabilities 0 1,693
Level 2 | Agency pass-through certificates | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Held-to-maturity securities 1,701,566 1,646,856
Level 2 | Agency pass-through certificates | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Held-to-maturity securities 1,652,787 1,635,913
Level 2 | U.S. government and agency securities | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 183,939 211,077
Level 2 | U.S. government and agency securities | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 183,939 211,077
Level 2 | Municipal bonds | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 26,196 26,624
Level 2 | Municipal bonds | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 26,196 26,624
Level 2 | Corporate debt securities | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 183,457 185,298
Level 2 | Corporate debt securities | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 183,457 185,298
Level 2 | Agency pass-through certificates | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 866,822 834,297
Level 2 | Agency pass-through certificates | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 866,822 834,297
Level 2 | Commercial MBS | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 8,362 8,391
Held-to-maturity securities 15,000 0
Level 2 | Commercial MBS | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Available-for-sale securities 8,362 8,391
Held-to-maturity securities 15,000 0
Level 3 | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Loans receivable 11,224,088 10,882,622
FDIC indemnification asset 0 8,968
Level 3 | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Loans receivable 11,514,350 11,247,586
FDIC indemnification asset $ 0 $ 8,564