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Fair Value Measurements - Estimated Fair Value (Details) - USD ($)
$ in Thousands
Mar. 31, 2020
Dec. 31, 2019
Financial assets:    
Held to maturity securities $ 369,614 $ 388,930
Broker-dealer and clearing organization receivables 1,838,789 1,780,280
Financial liabilities:    
Broker-dealer and clearing organization payables 1,259,181 1,605,518
Carrying Amount    
Financial assets:    
Cash and cash equivalents 524,771 434,020
Assets segregated for regulatory purposes 178,805 157,436
Securities purchased under agreements to resell 23,356 59,031
Held to maturity securities 355,110 386,326
Loans held for sale 343,438 170,648
Loans held for investment, net 7,238,511 7,320,264
Broker-dealer and clearing organization receivables 1,838,789 1,780,280
Other assets 73,118 71,040
Financial liabilities:    
Deposits 9,947,489 9,032,214
Broker-dealer and clearing organization payables 1,259,181 1,605,518
Short-term borrowings 1,329,948 1,424,010
Debt 311,054 323,281
Other liabilities 6,376 8,340
Estimate of Fair Value    
Financial assets:    
Cash and cash equivalents 524,771 434,020
Assets segregated for regulatory purposes 178,805 157,436
Securities purchased under agreements to resell 23,356 59,031
Held to maturity securities 369,614 388,930
Loans held for sale 343,438 170,648
Loans held for investment, net 7,352,094 7,567,233
Broker-dealer and clearing organization receivables 1,838,789 1,780,280
Other assets 73,118 71,040
Financial liabilities:    
Deposits 9,962,915 9,032,496
Broker-dealer and clearing organization payables 1,259,181 1,605,518
Short-term borrowings 1,329,948 1,424,010
Debt 311,054 323,281
Other liabilities 6,376 8,340
Estimate of Fair Value | Level 1    
Financial assets:    
Cash and cash equivalents 524,771 434,020
Assets segregated for regulatory purposes 178,805 157,436
Estimate of Fair Value | Level 2    
Financial assets:    
Securities purchased under agreements to resell 23,356 59,031
Held to maturity securities 369,614 388,930
Loans held for sale 343,438 170,648
Loans held for investment, net 506,250 576,527
Broker-dealer and clearing organization receivables 1,838,789 1,780,280
Other assets 70,544 69,580
Financial liabilities:    
Deposits 9,962,915 9,032,496
Broker-dealer and clearing organization payables 1,259,181 1,605,518
Short-term borrowings 1,329,948 1,424,010
Debt 311,054 323,281
Other liabilities 6,376 8,340
Estimate of Fair Value | Level 3    
Financial assets:    
Loans held for investment, net 6,845,844 6,990,706
Other assets $ 2,574 $ 1,460