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Fair Value of Financial Instruments - Summary of Estimated Fair Values of Financial Instruments not Carried at Fair Value (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Held-to-maturity securities $ 15,188,236 $ 12,548,280
Net loans 28,057,377 22,851,292
Time deposits 50,726 47,146
Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 3,571,539 2,923,075
Held-to-maturity securities 15,487,442 12,663,455
Non-marketable securities not measured at net asset value 131,453 120,019
Non-marketable securities measured at net asset value 151,247 228,399
FHLB and FRB stock 58,878 60,020
Non-maturity deposits 49,278,174 44,206,929
Time deposits 50,726 47,146
Commitments to extend credit 0 0
Carrying Amount | Other short-term borrowings    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Short-term borrowings 631,412 1,033,730
Carrying Amount | 3.50% Senior Notes    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Senior Notes 347,639 347,303
Carrying Amount | 5.375% Senior Notes    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Senior Notes 348,826 348,189
Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 3,571,539 2,923,075
Held-to-maturity securities 15,188,236 12,548,280
Non-marketable securities not measured at net asset value 131,453 126,345
Non-marketable securities measured at net asset value 151,247 331,496
FHLB and FRB stock 58,878 60,020
Non-maturity deposits 49,278,174 44,206,929
Time deposits 50,337 46,885
Commitments to extend credit 22,930 22,208
Estimated Fair Value | Other short-term borrowings    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Short-term borrowings 631,412 1,033,730
Estimated Fair Value | 3.50% Senior Notes    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Senior Notes 336,088 352,058
Estimated Fair Value | 5.375% Senior Notes    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Senior Notes 361,281 374,483
Estimated Fair Value | Quoted Prices in Active Markets for Identical Assets (Level 1)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 3,571,539 2,923,075
Held-to-maturity securities 0 0
Non-marketable securities not measured at net asset value 0 0
FHLB and FRB stock 0 0
Non-maturity deposits 49,278,174 44,206,929
Time deposits 0 0
Commitments to extend credit 0 0
Estimated Fair Value | Quoted Prices in Active Markets for Identical Assets (Level 1) | Other short-term borrowings    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Short-term borrowings 0 1,033,730
Estimated Fair Value | Quoted Prices in Active Markets for Identical Assets (Level 1) | 5.375% Senior Notes    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Senior Notes 0 0
Estimated Fair Value | Significant Other Observable Inputs (Level 2)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 0 0
Held-to-maturity securities 15,188,236 12,548,280
Non-marketable securities not measured at net asset value 0 0
FHLB and FRB stock 0 0
Non-maturity deposits 0 0
Time deposits 50,337 46,885
Commitments to extend credit 0 0
Estimated Fair Value | Significant Other Observable Inputs (Level 2) | Other short-term borrowings    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Short-term borrowings 631,412 0
Estimated Fair Value | Significant Other Observable Inputs (Level 2) | 3.50% Senior Notes    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Senior Notes 336,088 352,058
Estimated Fair Value | Significant Other Observable Inputs (Level 2) | 5.375% Senior Notes    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Senior Notes 361,281 374,483
Estimated Fair Value | Significant Unobservable Inputs (Level 3)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Cash and cash equivalents 0 0
Held-to-maturity securities 0 0
Non-marketable securities not measured at net asset value 131,453 126,345
FHLB and FRB stock 58,878 60,020
Non-maturity deposits 0 0
Time deposits 0 0
Commitments to extend credit 22,930 22,208
Estimated Fair Value | Significant Unobservable Inputs (Level 3) | Other short-term borrowings    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Short-term borrowings 0 0
Estimated Fair Value | Significant Unobservable Inputs (Level 3) | 5.375% Senior Notes    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Senior Notes 0 0
Commercial loans | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Net loans 25,043,671 20,238,247
Commercial loans | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Net loans 25,463,968 20,520,623
Commercial loans | Estimated Fair Value | Quoted Prices in Active Markets for Identical Assets (Level 1)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Net loans 0 0
Commercial loans | Estimated Fair Value | Significant Other Observable Inputs (Level 2)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Net loans 0 0
Commercial loans | Estimated Fair Value | Significant Unobservable Inputs (Level 3)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Net loans 25,463,968 20,520,623
Consumer loans | Carrying Amount    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Net loans 3,013,706 2,613,045
Consumer loans | Estimated Fair Value    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Net loans 3,064,093 2,593,538
Consumer loans | Estimated Fair Value | Quoted Prices in Active Markets for Identical Assets (Level 1)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Net loans 0 0
Consumer loans | Estimated Fair Value | Significant Other Observable Inputs (Level 2)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Net loans 0 0
Consumer loans | Estimated Fair Value | Significant Unobservable Inputs (Level 3)    
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]    
Net loans $ 3,064,093 $ 2,593,538