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Residential Mortgage Securities and MSR Related Assets
12 Months Ended
Dec. 31, 2018
Investments, Debt and Equity Securities [Abstract]  
Residential Mortgage Securities and MSR-Related Assets
Residential Mortgage Securities and MSR-Related Assets
The following tables present certain information about the Company’s residential mortgage securities at December 31, 2018 and 2017:
December 31, 2018
(In Thousands)
 
Principal/ Current
Face
 
Purchase
Premiums
 
Accretable
Purchase
Discounts
 
Discount
Designated
as Credit Reserve and 
OTTI (1)
 
Amortized
Cost (2)
 
Fair Value
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Net
Unrealized
Gain/(Loss)
Agency MBS: (3)
 
 

 
 

 
 

 
 

 
 

 
 

 
 

 
 

 
 

Fannie Mae
 
$
1,716,340

 
$
65,930

 
$
(24
)
 
$

 
$
1,782,246

 
$
1,762,032

 
$
12,107

 
$
(32,321
)
 
$
(20,214
)
Freddie Mac
 
909,561

 
36,991

 

 

 
947,588

 
931,318

 
907

 
(17,177
)
 
(16,270
)
Ginnie Mae
 
4,729

 
87

 

 

 
4,816

 
4,863

 
47

 

 
47

Total Agency MBS
 
2,630,630

 
103,008

 
(24
)
 

 
2,734,650

 
2,698,213

 
13,061

 
(49,498
)
 
(36,437
)
Non-Agency MBS:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Expected to Recover Par (4)(5)
 
1,536,485

 
40

 
(21,725
)
 

 
1,514,800

 
1,527,700

 
20,520

 
(7,620
)
 
12,900

Expected to Recover Less than Par (4)
 
2,002,319

 

 
(133,300
)
 
(516,116
)
 
1,352,903

 
1,790,599

 
438,465

 
(769
)
 
437,696

Total Non-Agency MBS (6)
 
3,538,804

 
40

 
(155,025
)
 
(516,116
)
 
2,867,703

 
3,318,299

 
458,985

 
(8,389
)
 
450,596

Total MBS
 
6,169,434

 
103,048

 
(155,049
)
 
(516,116
)
 
5,602,353

 
6,016,512

 
472,046

 
(57,887
)
 
414,159

CRT securities (7)
 
476,744

 
9,321

 
107

 

 
486,172

 
492,821

 
12,545

 
(5,896
)
 
6,649

Total MBS and CRT securities
 
$
6,646,178

 
$
112,369

 
$
(154,942
)
 
$
(516,116
)
 
$
6,088,525

 
$
6,509,333

 
$
484,591

 
$
(63,783
)
 
$
420,808

 
December 31, 2017
(In Thousands)
 
Principal/ Current
Face
 
Purchase
Premiums
 
Accretable
Purchase
Discounts
 
Discount
Designated
as Credit Reserve and 
OTTI (1)
 
Amortized
Cost (2)
 
Fair Value
 
Gross
Unrealized
Gains
 
Gross
Unrealized
Losses
 
Net
Unrealized
Gain/(Loss)
Agency MBS: (3)
 
 

 
 

 
 

 
 

 
 

 
 

 
 

 
 

 
 

Fannie Mae
 
$
2,170,974

 
$
82,271

 
$
(40
)
 
$

 
$
2,253,205

 
$
2,246,600

 
$
21,736

 
$
(28,341
)
 
$
(6,605
)
Freddie Mac
 
561,346

 
21,683

 

 

 
584,920

 
571,748

 
1,624

 
(14,796
)
 
(13,172
)
Ginnie Mae
 
6,142

 
112

 

 

 
6,254

 
6,333

 
79

 

 
79

Total Agency MBS
 
2,738,462

 
104,066

 
(40
)
 

 
2,844,379

 
2,824,681

 
23,439

 
(43,137
)
 
(19,698
)
Non-Agency MBS:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Expected to Recover Par (4)(5)
 
1,128,808

 
50

 
(22,737
)
 

 
1,106,121

 
1,132,205

 
26,518

 
(434
)
 
26,084

Expected to Recover Less than Par (4)
 
2,589,935

 

 
(192,588
)
 
(593,227
)
 
1,804,120

 
2,401,761

 
597,660

 
(19
)
 
597,641

Total Non-Agency MBS (6)
 
3,718,743

 
50

 
(215,325
)
 
(593,227
)
 
2,910,241

 
3,533,966

 
624,178

 
(453
)
 
623,725

Total MBS
 
6,457,205

 
104,116

 
(215,365
)
 
(593,227
)
 
5,754,620

 
6,358,647

 
647,617

 
(43,590
)
 
604,027

CRT securities (7)
 
602,799

 
8,887

 
(3,550
)
 

 
608,136

 
664,403

 
56,290

 
(23
)
 
56,267

Total MBS and CRT securities
 
$
7,060,004

 
$
113,003

 
$
(218,915
)
 
$
(593,227
)
 
$
6,362,756

 
$
7,023,050

 
$
703,907

 
$
(43,613
)
 
$
660,294


(1)
Discount designated as Credit Reserve and amounts related to OTTI are generally not expected to be accreted into interest income. Amounts disclosed at December 31, 2018 reflect Credit Reserve of $503.3 million and OTTI of $12.8 million. Amounts disclosed at December 31, 2017 reflect Credit Reserve of $579.0 million and OTTI of $14.2 million.
(2)
Includes principal payments receivable of $1.0 million and $1.9 million at December 31, 2018 and 2017, respectively, which are not included in the Principal/Current Face.
(3)
Amounts disclosed at December 31, 2018 include Agency MBS with a fair value of $736.5 million for which the fair value option has been elected. Such securities had no unrealized gains and gross unrealized losses of approximately $3.3 million at December 31, 2018. The Company did not have any Agency MBS for which the fair value option had been elected at December 31, 2017.
(4)
Based on managements current estimates of future principal cash flows expected to be received.
(5)
Includes RPL/NPL MBS, which at December 31, 2018 had a $1.4 billion Principal/Current face, $1.4 billion amortized cost and $1.4 billion fair value. At December 31, 2017, RPL/NPL MBS had a $922.0 million Principal/Current face, $920.1 million amortized cost and $923.1 million fair value.
(6)
At December 31, 2018 and 2017, the Company expected to recover approximately 85% and 84%, respectively, of the then-current face amount of Non-Agency MBS.
(7)
Amounts disclosed at December 31, 2018 includes CRT securities with a fair value of $477.4 million for which the fair value option has been elected. Such securities had gross unrealized gains of approximately $12.5 million and gross unrealized losses of approximately $5.6 million at December 31, 2018. Amounts disclosed at December 31, 2017 includes CRT securities with a fair value of $528.9 million for which the fair value option had been elected. Such securities had gross unrealized gains of approximately $40.5 million and gross unrealized losses of approximately $23,000 at December 31, 2017.
Agency and Non-Agency MBS

The Company’s MBS are comprised of Agency MBS and Non-Agency MBS which include MBS issued prior to 2008 (“Legacy Non-Agency MBS”).  These MBS are secured by:  (i) hybrid mortgages (“Hybrids”), which have interest rates that are fixed for a specified period of time and, thereafter, generally adjust annually to an increment over a specified interest rate index; (ii) adjustable-rate mortgages (“ARMs”), which have interest rates that reset annually or more frequently (collectively, “ARM-MBS”); and (iii) 15 and 30 year fixed-rate mortgages for Agency MBS and, for Non-Agency MBS, 30-year and longer-term fixed-rate mortgages.  In addition, the Company’s MBS are also comprised of MBS backed by securitized re-performing/non-performing loans (“RPL/NPL MBS”), where the cash flows of the bond may not reflect the contractual cash flows of the underlying collateral. The Company’s RPL/NPL MBS are generally structured with a contractual coupon step-up feature where the coupon increases from 300 - 400 basis points at 36 - 48 months from issuance or sooner. The Company pledges a significant portion of its MBS as collateral against its borrowings under repurchase agreements and Swaps. (See Note 7)
 
Agency MBS:  Agency MBS are guaranteed as to principal and/or interest by a federally chartered corporation, such as Fannie Mae or Freddie Mac, or an agency of the U.S. Government, such as Ginnie Mae.  The payment of principal and/or interest on Ginnie Mae MBS is explicitly backed by the full faith and credit of the U.S. Government.  Since the third quarter of 2008, Fannie Mae and Freddie Mac have been under the conservatorship of the Federal Housing Finance Agency, which significantly strengthened the backing for these government-sponsored entities.
 
Non-Agency MBS:  The Company’s Non-Agency MBS are primarily secured by pools of residential mortgages, which are not guaranteed by an agency of the U.S. Government or any federally chartered corporation.  Credit risk associated with Non-Agency MBS is regularly assessed as new information regarding the underlying collateral becomes available and based on updated estimates of cash flows generated by the underlying collateral.
 
CRT Securities

CRT securities are debt obligations issued or sponsored by Fannie Mae and Freddie Mac. The payments of principal and interest on the CRT securities are paid by Fannie Mae or Freddie Mac, as the case may be, on a monthly basis and are dependent on the performance of loans in either a reference pool or an actual pool of loans. As the loans in the underlying pool are paid, the principal balance of the CRT securities is paid. As an investor in a CRT security, the Company may incur a principal loss if the performance of the actual or reference pool loans results in either an actual or calculated loss that exceeds the credit enhancement of the security owned by the Company.
The Company assesses the credit risk associated with CRT securities by assessing the current and expected future performance of the associated loan pool. The Company pledges a portion of its CRT securities as collateral against its borrowings under repurchase agreements. (See Note 7)

Sales of Residential Mortgage Securities
 
During 2018, the Company sold certain Agency MBS for $122.0 million, realizing losses of $6.8 million. The Company also sold certain CRT securities during 2018 for $299.9 million, realizing gains of $31.4 million. In addition, during 2018, the Company sold certain Non-Agency MBS for $117.1 million, realizing gains of $36.7 million.  During 2017, the Company sold certain Non-Agency MBS for $104.0 million, realizing gains of $39.9 million.  During 2016, the Company sold certain Non-Agency MBS for $85.6 million realizing gains of $35.8 million. The Company has no continuing involvement with any of the sold MBS.
Unrealized Losses on Residential Mortgage Securities

The following table presents information about the Company’s residential mortgage securities that were in an unrealized loss position at December 31, 2018:
 
 
Unrealized Loss Position For:
 
 
 
 
Less than 12 Months
 
12 Months or more
 
Total
(Dollars in Thousands)
 
Fair
Value
 
Unrealized Losses
 
Number of
Securities
 
Fair
Value
 
Unrealized Losses
 
Number of
Securities
 
Fair
Value
 
Unrealized Losses
Agency MBS: (1)
 
 

 
 

 
 

 
 

 
 

 
 

 
 

 
 

Fannie Mae
 
$
282,850

 
$
1,215

 
67

 
$
919,504

 
$
31,106

 
293

 
$
1,202,354

 
$
32,321

Freddie Mac
 
608,458

 
3,331

 
15

 
287,637

 
13,846

 
123

 
896,095

 
17,177

Total Agency MBS
 
891,308

 
4,546

 
82

 
1,207,141

 
44,952

 
416

 
2,098,449

 
49,498

Non-Agency MBS:
 
 

 
 

 
 

 
 

 
 

 
 

 
 

 
 

Expected to Recover Par (2)
 
1,193,422

 
6,187

 
31

 
91,469

 
1,433

 
9

 
1,284,891

 
7,620

Expected to Recover Less than Par (2)
 
54,223

 
660

 
11

 
2,028

 
109

 
1

 
56,251

 
769

Total Non-Agency MBS
 
1,247,645

 
6,847

 
42

 
93,497

 
1,542

 
10

 
1,341,142

 
8,389

Total MBS
 
2,138,953

 
11,393

 
124

 
1,300,638

 
46,494

 
426

 
3,439,591

 
57,887

CRT securities (3)
 
167,195

 
5,896

 
41

 

 

 

 
167,195

 
5,896

Total MBS and CRT securities
 
$
2,306,148

 
$
17,289

 
165

 
$
1,300,638

 
$
46,494

 
426

 
$
3,606,786

 
$
63,783

 

(1) Amounts disclosed at December 31, 2018 include Agency MBS with a fair value of $736.5 million on which the fair value option has been elected. Such securities had unrealized losses of $3.3 million at December 31, 2018.
(2) Based on management’s current estimates of future principal cash flows expected to be received.
(3) Amounts disclosed at December 31, 2018 includes CRT securities with a fair value of $151.8 million for which the fair value option has been elected. Such securities had unrealized losses of $5.6 million at December 31, 2018.

At December 31, 2018, the Company did not intend to sell any of its investments that were in an unrealized loss position, and it is “more likely than not” that the Company will not be required to sell these securities before recovery of their amortized cost basis, which may be at their maturity. 
 
Gross unrealized losses on the Company’s Agency MBS were $49.5 million at December 31, 2018.  Agency MBS are issued by Government Sponsored Entities (“GSEs”) and enjoy either the implicit or explicit backing of the full faith and credit of the U.S. Government. While the Company’s Agency MBS are not rated by any rating agency, they are currently perceived by market participants to be of high credit quality, with risk of default limited to the unlikely event that the U.S. Government would not continue to support the GSEs. Given the credit quality inherent in Agency MBS, the Company does not consider any of the current impairments on its Agency MBS to be credit related. In assessing whether it is more likely than not that it will be required to sell any impaired security before its anticipated recovery, which may be at its maturity, the Company considers for each impaired security, the significance of each investment, the amount of impairment, the projected future performance of such impaired securities, as well as the Company’s current and anticipated leverage capacity and liquidity position. Based on these analyses, the Company determined that at December 31, 2018 any unrealized losses on its Agency MBS were temporary.
 
Gross unrealized losses on the Company’s Non-Agency MBS were $8.4 million at December 31, 2018.  Based upon the most recent evaluation, the Company does not consider these unrealized losses to be indicative of OTTI and does not believe that these unrealized losses are credit related, but are rather a reflection of current market yields and/or marketplace bid-ask spreads.  The Company has reviewed its Non-Agency MBS that are in an unrealized loss position to identify those securities with losses that are other-than-temporary based on an assessment of changes in expected cash flows for such securities, which considers recent bond performance and, where possible, expected future performance of the underlying collateral.
 
The Company recognized credit-related OTTI losses through earnings related to its Non-Agency MBS of $1.3 million, $1.0 million, and $485,000 during the years ended December 31, 2018, 2017, and 2016, respectively. Non-Agency MBS on which OTTI is recognized have experienced, or are expected to experience, credit-related adverse cash flow changes.  The Company’s estimate of cash flows for these Non-Agency MBS is based on its review of the underlying mortgage loans securing these MBS.  The Company considers information available about the structure of the securitization, including structural credit enhancement, if any, and the past and expected future performance of underlying mortgage loans, including timing of expected future cash flows, prepayment rates, default rates, loss severities, delinquency rates, percentage of non-performing loans, year of origination, LTVs, geographic concentrations, and dialogue with market participants.  Changes in the Company’s evaluation of each of these factors impacts the cash flows expected to be collected at the OTTI assessment date. For Non-Agency MBS purchased at a discount to par that were assessed for and had no OTTI recorded this period, such cash flow estimates indicated that the amount of expected losses decreased compared to the previous OTTI assessment date. These positive cash flow changes are primarily driven by recent improvements in LTVs due to loan amortization and home price appreciation, which, in turn, positively impacts the Company’s estimates of default rates and loss severities for the underlying collateral. In addition, voluntary prepayments (i.e., loans that prepay in full with no loss) have generally trended higher relative to the Company’s assumptions for these MBS which also positively impacts the Company’s estimate of expected loss. Overall, the combination of higher voluntary prepayments and lower LTVs supports the Company’s assessment that such MBS are not other-than-temporarily impaired.
 
The following table presents the composition of OTTI charges recorded by the Company for the years ended December 31, 2018, 2017 and 2016:
 
 
 
For the Year Ended December 31,
(In Thousands)
 
2018
 
2017
 
2016
Total OTTI losses
 
$
(1,259
)
 
$
(63
)
 
$
(1,255
)
OTTI recognized in/(reclassified from) OCI
 

 
(969
)
 
770

OTTI recognized in earnings
 
$
(1,259
)
 
$
(1,032
)
 
$
(485
)

 
The following table presents a roll-forward of the credit loss component of OTTI on the Company’s Non-Agency MBS for which a non-credit component of OTTI was previously recognized in OCI. Changes in the credit loss component of OTTI are presented based upon whether the current period is the first time OTTI was recorded on a security or a subsequent OTTI charge was recorded.
 
 
 
For the Year Ended December 31,
(In Thousands)
 
2018
 
2017
 
2016
Credit loss component of OTTI at beginning of period
 
$
38,337

 
$
37,305

 
$
36,820

Additions for credit related OTTI not previously recognized
 
1,259

 
63

 
314

Subsequent additional credit related OTTI recorded
 

 
969

 
171

Credit loss component of OTTI at end of period
 
$
39,596

 
$
38,337

 
$
37,305

Purchase Discounts on Non-Agency MBS
 
The following table presents the changes in the components of the Company’s purchase discount on its Non-Agency MBS between purchase discount designated as Credit Reserve and OTTI and accretable purchase discount for the years ended December 31, 2018 and 2017:
 
 
 
For the Year Ended December 31,
 
 
2018
 
2017
(In Thousands)
 
Discount
Designated as
Credit Reserve
and OTTI
 
Accretable
Discount (1)
 
Discount
Designated as
Credit Reserve
and OTTI
 
Accretable
Discount (1)
Balance at beginning of period
 
$
(593,227
)
 
$
(215,325
)
 
$
(694,241
)
 
$
(278,191
)
Impact of RMBS Issuer settlement (2)(3)
 

 
(14,822
)
 

 

Accretion of discount
 

 
70,750

 

 
77,513

Realized credit losses
 
42,246

 

 
49,291

 

Purchases
 
(2,512
)
 
1,685

 
(29,810
)
 
18,386

Sales
 
12,987

 
28,336

 
31,730

 
17,802

Net impairment losses recognized in earnings
 
(1,259
)
 

 
(1,032
)
 

Transfers/release of credit reserve
 
25,649

 
(25,649
)
 
50,835

 
(50,835
)
Balance at end of period
 
$
(516,116
)
 
$
(155,025
)
 
$
(593,227
)
 
$
(215,325
)

(1)
Together with coupon interest, accretable purchase discount is recognized as interest income over the life of the security.
(2)
Includes the impact of approximately $2.7 million of cash proceeds (a one-time payment) received by the Company during the year ended December 31, 2018 in connection with the settlement of litigation related to certain residential mortgage backed securitization trusts that were sponsored by Lehman Brothers Holdings Inc.
(3)
Includes the impact of approximately $12.1 million of cash proceeds (a one-time payment) received by the Company during the year ended December 31, 2018 in connection with the settlement of litigation related to certain residential mortgage backed securitization trusts that were sponsored by JP Morgan Chase & Co. and affiliated entities.
MSR-Related Assets

(a) Term Notes Backed by MSR-Related Collateral

At December 31, 2018 and 2017, the Company had $538.5 million and $381.8 million, respectively of term notes issued by SPVs that have acquired rights to receive cash flows representing the servicing fees and/or excess servicing spread associated with certain MSRs. Payment of principal and interest on these term notes is considered to be largely dependent on cash flows generated by the underlying MSRs, as this impacts the cash flows available to the SPV that issued the term notes.

At December 31, 2018, these term notes had an amortized cost of $538.5 million, gross unrealized losses of approximately $7,000, a weighted average yield of 5.32% and a weighted average term to maturity of 4.7 years. At December 31, 2017, these term notes had an amortized cost of $381.0 million, gross unrealized gains of $804,000, a weighted average yield of 5.80% and a weighted average term to maturity of 3.4 years.

(b) Corporate Loans

The Company has made or participated in loans to provide financing to entities that originate residential mortgage loans and own the related MSRs. These corporate loans are secured by MSRs, as well as certain other unencumbered assets owned by the borrower.

During the year ended December 31, 2018, the Company participated in a loan where the Company committed to lend $100.0 million of which approximately $73.3 million was drawn at December 31, 2018. At December 31, 2018, the coupon paid by the borrower on the drawn amount is 5.88%, the remaining term associated with the loan is 1.7 years and the remaining commitment period on any undrawn amount is 1.7 years. During the remaining commitment period, the Company receives a commitment fee between 0.25% and 1.0% based on the undrawn amount of the loan.

In December 2016, the Company entered into a loan agreement under the terms of which it had committed to lend $130.0 million, of which approximately $111.2 million was drawn at December 31, 2017. This loan was paid in full during 2018, at which time any remaining commitment was extinguished.

For the year ended December 31, 2018, the Company recognized interest income on its corporate loans of $5.0 million including discount accretion and commitment fee income of $1.3 million. In addition, the Company recorded $136,000 of Other Income consisting of deferred commitment fees recognized upon repayment of a corporate loan during the year ended December 31, 2018. For the year ended December 31, 2017, the Company recognized interest income on its corporate loans of approximately $7.9 million including discount accretion and commitment fee income of approximately $296,000.
Impact of AFS Securities on AOCI
 
The following table presents the impact of the Company’s AFS securities on its AOCI for the years ended December 31, 2018, 2017, and 2016:
 
 
 
For the Year Ended December 31,
(In Thousands)
 
2018
 
2017
 
2016
AOCI from AFS securities:
 
 

 
 

 
 

Unrealized gain on AFS securities at beginning of period
 
$
620,648

 
$
620,403

 
$
585,250

Unrealized loss on Agency MBS, net
 
(17,891
)
 
(39,158
)
 
(9,322
)
Unrealized (loss)/gain on Non-Agency MBS, net
 
(131,939
)
 
78,337

 
81,882

Unrealized (loss)/gain on MSR term notes, net
 
(812
)
 
805

 

Reclassification adjustment for MBS sales included in net income
 
(51,580
)
 
(38,707
)
 
(36,922
)
Reclassification adjustment for OTTI included in net income
 
(1,259
)
 
(1,032
)
 
(485
)
Change in AOCI from AFS securities
 
(203,481
)
 
245

 
35,153

Balance at end of period
 
$
417,167

 
$
620,648

 
$
620,403

Interest Income on Residential Mortgage Securities and MSR-Related Assets
 
The following table presents components of interest income on the Company’s residential mortgage securities and MSR-related assets for the years ended December 31, 2018, 2017 and 2016:
 
 
 
For the Year Ended December 31,
(In Thousands)
 
2018
 
2017
 
2016
Agency MBS
 
 
 
 
 
 
Coupon interest
 
$
88,233

 
$
96,678

 
$
119,966

Effective yield adjustment (1)
 
(25,930
)
 
(31,323
)
 
(36,897
)
Interest income
 
$
62,303

 
$
65,355

 
$
83,069

 
 
 
 
 
 
 
Legacy Non-Agency MBS
 
 
 
 
 
 
Coupon interest
 
$
109,714

 
$
127,645

 
$
154,057

Effective yield adjustment (2)(3)
 
69,309

 
76,005

 
78,443

Interest income
 
$
179,023

 
$
203,650

 
$
232,500

 
 
 
 
 
 
 
RPL/NPL MBS
 
 
 
 
 
 
Coupon interest
 
$
46,339

 
$
65,957

 
$
98,213

Effective yield adjustment (1)(4)
 
1,434

 
1,505

 
2,108

Interest income
 
$
47,773

 
$
67,462

 
$
100,321

 
 
 
 
 
 
 
CRT securities
 
 
 
 
 
 
Coupon interest
 
$
30,628

 
$
27,706

 
$
13,023

Effective yield adjustment (2)
 
2,748

 
4,009

 
1,747

Interest income
 
$
33,376

 
$
31,715

 
$
14,770

 
 
 
 
 
 
 
MSR-related assets
 
 
 
 
 
 
Coupon interest
 
$
27,176

 
$
24,534

 
$
2,090

Effective yield adjustment (1)
 
1,244

 
296

 
10

Interest income
 
$
28,420

 
$
24,830

 
$
2,100


(1)
Includes amortization of premium paid net of accretion of purchase discount.  For Agency MBS, RPL/NPL MBS and the corporate loan secured by MSRs, interest income is recorded at an effective yield, which reflects net premium amortization/accretion based on actual prepayment activity.
(2)
The effective yield adjustment is the difference between the net income calculated using the net yield, which is based on management’s estimates of the amount and timing of future cash flows, less the current coupon yield.
(3)
Includes accretion income recognized due to the impact of redemptions of certain securities that had been previously been purchased at a discount of $2.7 million, $1.7 million and $7,000 during the years ended December 31, 2018, 2017 and 2016, respectively.
(4)
Includes accretion income recognized due to the impact of redemptions of certain securities that had been previously been purchased at a discount of $1.4 million, $1.2 million and $1.6 million during the years ended December 31, 2018, 2017 and 2016, respectively.