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Fair Value Measurement (Tables)
12 Months Ended
Dec. 31, 2018
Fair Value Disclosures [Abstract]  
Schedule of fair value methodologies The following table describes the valuation methodologies generally used by the Firm to measure its significant products/instruments at fair value, including the general classification of such instruments pursuant to the valuation hierarchy.
 
Product/instrument
 Valuation methodology
Classifications in the valuation hierarchy
 
Securities financing agreements
Valuations are based on discounted cash flows, which consider:
Predominantly level 2
 
• Derivative features: for further information refer to the discussion of derivatives below.
 
• Market rates for the respective maturity
 
• Collateral characteristics
 
Loans and lending-related commitments — wholesale
 
 
Loans carried at fair value
(e.g., trading loans and non-trading loans) and associated
lending-related commitments

Where observable market data is available, valuations are based on:
Level 2 or 3
 
• Observed market prices (circumstances are infrequent)
 
 
• Relevant broker quotes
 
 
• Observed market prices for similar instruments
 
 
 
Where observable market data is unavailable or limited, valuations are based on discounted cash flows, which consider the following:
 
 
 
• Credit spreads derived from the cost of CDS; or benchmark credit curves developed by the Firm, by industry and credit rating
 
 
 
• Prepayment speed
 
 
 
• Collateral characteristics
 
 
Loans — consumer
 
 
 
Trading loans — conforming residential mortgage loans expected to be sold (CCB, CIB)
Fair value is based on observable prices for mortgage-backed securities with similar collateral and incorporates adjustments to these prices to account for differences between the securities and the value of the underlying loans, which include credit characteristics, portfolio composition, and liquidity.
Predominantly level 2
 
 
 
 
 
 
 
Investment and trading securities
Quoted market prices are used where available.
Level 1
 
 
In the absence of quoted market prices, securities are valued based on:
Level 2 or 3
 
 
• Observable market prices for similar securities
 
 
 
  Relevant broker quotes
 
 
 
  Discounted cash flows
 
 
 
In addition, the following inputs to discounted cash flows are used for the following products:
 
 
 
Mortgage- and asset-backed securities specific inputs:
 
 
 
  Collateral characteristics
 
 
 
• Deal-specific payment and loss allocations
 
 
 
• Current market assumptions related to yield, prepayment speed, conditional default rates and loss severity
 
 
 
Collateralized loan obligations (“CLOs”) specific inputs:
 
 
 
  Collateral characteristics
 
 
 
  Deal-specific payment and loss allocations
 
 
 
  Expected prepayment speed, conditional default rates, loss severity
 
 
 
  Credit spreads
 
 
 
• Credit rating data
 
 
Physical commodities
Valued using observable market prices or data.
Level 1 and 2

Product/instrument
Valuation methodology
Classifications in the valuation hierarchy
Derivatives
Exchange-traded derivatives that are actively traded and valued using the exchange price.
Level 1
 
Derivatives that are valued using models such as the Black-Scholes option pricing model, simulation models, or a combination of models that may use observable or unobservable valuation inputs as well as considering the contractual terms.
The key valuation inputs used will depend on the type of derivative and the nature of the underlying instruments and may include equity prices, commodity prices, interest rate yield curves, foreign exchange rates, volatilities, correlations, CDS spreads and recovery rates.  Additionally, the credit quality of the counterparty and of the Firm as well as market funding levels may also be considered.
Level 2 or 3
 
In addition, specific inputs used for derivatives that are valued based on models with significant unobservable inputs are as follows:
 
 
Structured credit derivatives specific inputs include:
 
 
  CDS spreads and recovery rates
 
 
  Credit correlation between the underlying debt instruments
 
 
Equity option specific inputs include:
 
 
  Equity volatilities
 
 
  Equity correlation
 
 
  Equity-FX correlation
 
 
  Equity-IR correlation
 
 
Interest rate and FX exotic options specific inputs include:
 
 
  Interest rate spread volatility
 
 
  Interest rate correlation
 
 
  Foreign exchange correlation
 
 
  Interest rate-FX correlation
 
 
Commodity derivatives specific inputs include:
 
 
  Commodity volatility
 
 
  Forward commodity price
 
 
Additionally, adjustments are made to reflect counterparty credit quality (CVA) and the impact of funding (FVA). Refer to page 175 of this Note.
 
 
 
 
 
Mortgage servicing rights
Refer to Mortgage servicing rights in Note 15.
Level 3
 
Private equity direct investments
Fair value is estimated using all available information; the range of potential inputs include:
Level 2 or 3
• Transaction prices
 
• Trading multiples of comparable public companies
 
 
• Operating performance of the underlying portfolio company
 
 
• Adjustments as required, since comparable public companies are not identical to the company being valued, and for company-specific issues and lack of liquidity.
 
 
• Additional available inputs relevant to the investment.
 
Fund investments (e.g., mutual/collective investment funds, private equity funds, hedge funds, and real estate funds)
Net asset value
 
• NAV is supported by the ability to redeem and purchase at the NAV level.
Level 1
 
• Adjustments to the NAV as required, for restrictions on redemption (e.g., lock-up periods or withdrawal limitations) or where observable activity is limited.
Level 2 or 3(a)
 
 
Beneficial interests issued by consolidated VIEs
Valued using observable market information, where available.
Level 2 or 3
In the absence of observable market information, valuations are based on the fair value of the underlying assets held by the VIE.
 
(a)
Excludes certain investments that are measured at fair value using the net asset value per share (or its equivalent) as a practical expedient.


 
Product/instrument
Valuation methodology
Classification in the valuation hierarchy
 
Structured notes (included in deposits, short-term borrowings and long-term debt)
• Valuations are based on discounted cash flow analyses that consider the embedded derivative and the terms and payment structure of the note.

• The embedded derivative features are considered using models such as the Black-Scholes option pricing model, simulation models, or a combination of models that may use observable or unobservable valuation inputs, depending on the embedded derivative. The specific inputs used vary according to the nature of the embedded derivative features, as described in the discussion above regarding derivatives valuation. Adjustments are then made to this base valuation to reflect the Firm’s own credit risk (DVA). Refer to page 175 of this Note.
Level 2 or 3
 
 
 
 
Assets and liabilities measured at fair value on a recurring basis The following table presents the assets and liabilities reported at fair value as of December 31, 2018 and 2017, by major product category and fair value hierarchy.
Assets and liabilities measured at fair value on a recurring basis
 
 
 
 
 
 
Fair value hierarchy
 
 
 
December 31, 2018 (in millions)
Level 1
Level 2
 
Level 3
 
Derivative netting adjustments
Total fair value
Federal funds sold and securities purchased under resale agreements
$

$
13,235

 
$

 
$

$
13,235

Securities borrowed

5,105

 

 

5,105

Trading assets:
 
 
 
 
 
 
 
Debt instruments:
 
 
 
 
 
 
 
Mortgage-backed securities:
 
 
 
 
 
 
 
U.S. government agencies(a)

76,249

 
549

 

76,798

Residential – nonagency

1,798

 
64

 

1,862

Commercial – nonagency

1,501

 
11

 

1,512

Total mortgage-backed securities

79,548

 
624

 

80,172

U.S. Treasury and government agencies(a)
51,477

7,702

 

 

59,179

Obligations of U.S. states and municipalities

7,121

 
689

 

7,810

Certificates of deposit, bankers’ acceptances and commercial paper

1,214

 

 

1,214

Non-U.S. government debt securities
27,878

27,056

 
155

 

55,089

Corporate debt securities

18,655

 
334

 

18,989

Loans(b)

40,047

 
1,706

 

41,753

Asset-backed securities

2,756

 
127

 

2,883

Total debt instruments
79,355

184,099

 
3,635

 

267,089

Equity securities
71,119

482

 
232

 

71,833

Physical commodities(c)
5,182

1,855

 

 

7,037

Other

13,192

 
301

 

13,493

Total debt and equity instruments(d)
155,656

199,628

 
4,168

 

359,452

Derivative receivables:
 
 
 
 
 
 
 
Interest rate
682

266,380

 
1,642

 
(245,490
)
23,214

Credit

19,235

 
860

 
(19,483
)
612

Foreign exchange
771

166,238

 
676

 
(154,235
)
13,450

Equity

46,777

 
2,508

 
(39,339
)
9,946

Commodity

20,339

 
131

 
(13,479
)
6,991

Total derivative receivables(e)
1,453

518,969

 
5,817

 
(472,026
)
54,213

Total trading assets(f)
157,109

718,597

 
9,985

 
(472,026
)
413,665

Available-for-sale securities:
 
 
 
 
 
 
 
Mortgage-backed securities:
 
 
 
 
 
 
 
U.S. government agencies(a)

68,646

 

 

68,646

Residential – nonagency

8,519

 
1

 

8,520

Commercial – nonagency

6,654

 

 

6,654

Total mortgage-backed securities

83,819

 
1

 

83,820

U.S. Treasury and government agencies
56,059


 

 

56,059

Obligations of U.S. states and municipalities

37,723

 

 

37,723

Certificates of deposit

75

 

 

75

Non-U.S. government debt securities
15,313

8,789

 

 

24,102

Corporate debt securities

1,918

 

 

1,918

Asset-backed securities:
 
 
 
 
 
 
 
Collateralized loan obligations

19,437

 

 

19,437

Other

7,260

 

 

7,260

Total available-for-sale securities
71,372

159,021

 
1

 

230,394

Loans

3,029

 
122

 

3,151

Mortgage servicing rights


 
6,130

 

6,130

Other assets(f)(g)
7,810

195

 
927

 

8,932

Total assets measured at fair value on a recurring basis
$
236,291

$
899,182

 
$
17,165

 
$
(472,026
)
$
680,612

Deposits
$

$
19,048

 
$
4,169

 
$

$
23,217

Federal funds purchased and securities loaned or sold under repurchase agreements

935

 

 

935

Short-term borrowings

5,607

 
1,523

 

7,130

Trading liabilities:
 
 
 
 
 
 


Debt and equity instruments(d)
80,199

22,755

 
50

 

103,004

Derivative payables:
 
 
 
 
 
 


Interest rate
1,526

239,576

 
1,680

 
(234,998
)
7,784

Credit

19,309

 
967

 
(18,609
)
1,667

Foreign exchange
695

163,549

 
973

 
(152,432
)
12,785

Equity

46,462

 
4,733

 
(41,034
)
10,161

Commodity

21,158

 
1,260

 
(13,046
)
9,372

Total derivative payables(e)
2,221

490,054

 
9,613

 
(460,119
)
41,769

Total trading liabilities
82,420

512,809

 
9,663

 
(460,119
)
144,773

Accounts payable and other liabilities
3,063

196

 
10

 

3,269

Beneficial interests issued by consolidated VIEs

27

 
1

 

28

Long-term debt

35,468

 
19,418

 

54,886

Total liabilities measured at fair value on a recurring basis
$
85,483

$
574,090

 
$
34,784

 
$
(460,119
)
$
234,238

 
Fair value hierarchy
 
 
 
 
December 31, 2017 (in millions)
Level 1
Level 2
 
Level 3
 
Derivative netting adjustments
 
Total fair value
Federal funds sold and securities purchased under resale agreements
$

$
14,732

 
$

 
$

 
$
14,732

Securities borrowed

3,049

 

 

 
3,049

Trading assets:
 
 
 
 
 
 
 
 
Debt instruments:
 
 
 
 
 
 
 
 
Mortgage-backed securities:
 
 
 
 
 
 
 
 
U.S. government agencies(a)

41,515

 
307

 

 
41,822

Residential – nonagency

1,835

 
60

 

 
1,895

Commercial – nonagency

1,645

 
11

 

 
1,656

Total mortgage-backed securities

44,995

 
378

 

 
45,373

U.S. Treasury and government agencies(a)
30,758

6,475

 
1

 

 
37,234

Obligations of U.S. states and municipalities

9,067

 
744

 

 
9,811

Certificates of deposit, bankers’ acceptances and commercial paper

226

 

 

 
226

Non-U.S. government debt securities
28,887

28,831

 
78

 

 
57,796

Corporate debt securities

24,146

 
312

 

 
24,458

Loans(b)

35,242

 
2,719

 

 
37,961

Asset-backed securities

3,284

 
153

 

 
3,437

Total debt instruments
59,645

152,266

 
4,385

 

 
216,296

Equity securities
87,346

197

 
295

 

 
87,838

Physical commodities(c)
4,924

1,322

 

 

 
6,246

Other

14,197

 
690

 

 
14,887

Total debt and equity instruments(d)
151,915

167,982

 
5,370

 

 
325,267

Derivative receivables:
 
 
 
 
 
 
 
 
Interest rate
181

314,107

 
1,704

 
(291,319
)
 
24,673

Credit

21,995

 
1,209

 
(22,335
)
 
869

Foreign exchange
841

158,834

 
557

 
(144,081
)
 
16,151

Equity

37,722

 
2,318

 
(32,158
)
 
7,882

Commodity

19,875

 
210

 
(13,137
)
 
6,948

Total derivative receivables(e)
1,022

552,533

 
5,998

 
(503,030
)
 
56,523

Total trading assets(f)
152,937

720,515

 
11,368

 
(503,030
)
 
381,790

Available-for-sale securities:
 
 
 
 
 
 
 
 
Mortgage-backed securities:
 
 
 
 
 
 
 
 
U.S. government agencies(a)

70,280

 

 

 
70,280

Residential – nonagency

11,366

 
1

 

 
11,367

Commercial – nonagency

5,025

 

 

 
5,025

Total mortgage-backed securities

86,671

 
1

 

 
86,672

U.S. Treasury and government agencies
22,745


 

 

 
22,745

Obligations of U.S. states and municipalities

32,338

 

 

 
32,338

Certificates of deposit

59

 

 

 
59

Non-U.S. government debt securities
18,140

9,154

 

 

 
27,294

Corporate debt securities

2,757

 

 

 
2,757

Asset-backed securities:
 
 
 
 
 
 
 
 
Collateralized loan obligations

20,720

 
276

 

 
20,996

Other

8,817

 

 

 
8,817

Equity securities(g)
547


 

 

 
547

Total available-for-sale securities
41,432

160,516

 
277

 

 
202,225

Loans

2,232

 
276

 

 
2,508

Mortgage servicing rights


 
6,030

 

 
6,030

Other assets(f)(g)
13,795

343

 
1,265

 

 
15,403

Total assets measured at fair value on a recurring basis
$
208,164

$
901,387

 
$
19,216

 
$
(503,030
)
 
$
625,737

Deposits
$

$
17,179

 
$
4,142

 
$

 
$
21,321

Federal funds purchased and securities loaned or sold under repurchase agreements

697

 

 

 
697

Short-term borrowings

7,526

 
1,665

 

 
9,191

Trading liabilities:
 
 
 
 
 
 
 
 
Debt and equity instruments(d)
64,664

21,183

 
39

 

 
85,886

Derivative payables:
 
 
 
 
 
 
 
 
Interest rate
170

282,825

 
1,440

 
(277,306
)
 
7,129

Credit

22,009

 
1,244

 
(21,954
)
 
1,299

Foreign exchange
794

154,075

 
953

 
(143,349
)
 
12,473

Equity

39,668

 
5,727

 
(36,203
)
 
9,192

Commodity

21,017

 
884

 
(14,217
)
 
7,684

Total derivative payables(e)
964

519,594

 
10,248

 
(493,029
)
 
37,777

Total trading liabilities
65,628

540,777

 
10,287

 
(493,029
)
 
123,663

Accounts payable and other liabilities
9,074

121

 
13

 

 
9,208

Beneficial interests issued by consolidated VIEs

6

 
39

 

 
45

Long-term debt

31,394

 
16,125

 

 
47,519

Total liabilities measured at fair value on a recurring basis
$
74,702

$
597,700

 
$
32,271

 
$
(493,029
)
 
$
211,644

(a)
At December 31, 2018 and 2017, included total U.S. government-sponsored enterprise obligations of $92.3 billion and $78.0 billion, respectively, which were predominantly mortgage-related.
(b)
At December 31, 2018 and 2017, included within trading loans were $13.2 billion and $11.4 billion, respectively, of residential first-lien mortgages, and $2.3 billion and $4.2 billion, respectively, of commercial first-lien mortgages. Residential mortgage loans include conforming mortgage loans originated with the intent to sell to U.S. government agencies of $7.6 billion and $5.7 billion, respectively, and reverse mortgages of zero and $836 million, respectively.
(c)
Physical commodities inventories are generally accounted for at the lower of cost or net realizable value. “Net realizable value” is a term defined in U.S. GAAP as not exceeding fair value less costs to sell (“transaction costs”). Transaction costs for the Firm’s physical commodities inventories are either not applicable or immaterial to the value of the inventory. Therefore, net realizable value approximates fair value for the Firm’s physical commodities inventories. When fair value hedging has been applied (or when net realizable value is below cost), the carrying value of physical commodities approximates fair value, because under fair value hedge accounting, the cost basis is adjusted for changes in fair value. For a further discussion of the Firm’s hedge accounting relationships, refer to Note 5. To provide consistent fair value disclosure information, all physical commodities inventories have been included in each period presented.
(d)
Balances reflect the reduction of securities owned (long positions) by the amount of identical securities sold but not yet purchased (short positions).
(e)
As permitted under U.S. GAAP, the Firm has elected to net derivative receivables and derivative payables and the related cash collateral received and paid when a legally enforceable master netting agreement exists. For purposes of the tables above, the Firm does not reduce derivative receivables and derivative payables balances for this netting adjustment, either within or across the levels of the fair value hierarchy, as such netting is not relevant to a presentation based on the transparency of inputs to the valuation of an asset or liability. The level 3 balances would be reduced if netting were applied, including the netting benefit associated with cash collateral.
(f)
Certain investments that are measured at fair value using the net asset value per share (or its equivalent) as a practical expedient are not required to be classified in the fair value hierarchy. At December 31, 2018 and 2017, the fair values of these investments, which include certain hedge funds, private equity funds, real estate and other funds, were $747 million and $779 million, respectively. Included in these balances at December 31, 2018 and 2017, were trading assets of $49 million and $54 million, respectively, and other assets of $698 million and $725 million, respectively.
(g)
Effective January 1, 2018, the Firm adopted the recognition and measurement guidance. Equity securities that were previously reported as AFS securities were reclassified to other assets upon adoption.
Fair value inputs, assets and liabilities, quantitative information
The following table presents the Firm’s primary level 3 financial instruments, the valuation techniques used to measure the fair value of those financial instruments, the significant unobservable inputs, the range of values for those inputs and, for certain instruments, the weighted averages of such inputs. While the determination to classify an instrument within level 3 is based on the significance of the unobservable inputs to the overall fair value measurement, level 3 financial instruments typically include observable components (that is, components that are actively quoted and can be validated to external sources) in addition to the unobservable components. The level 1 and/or level 2 inputs are not included in the table. In addition, the Firm manages the risk of the observable components of level 3 financial instruments using securities and derivative positions that are classified within levels 1 or 2 of the fair value hierarchy.
The range of values presented in the table is representative of the highest and lowest level input used to value the significant groups of instruments within a product/instrument classification. Where provided, the weighted averages of the input values presented in the table are calculated based on the fair value of the instruments that the input is being used to value.
In the Firm’s view, the input range and the weighted average value do not reflect the degree of input uncertainty or an assessment of the reasonableness of the Firm’s estimates and assumptions. Rather, they reflect the characteristics of the various instruments held by the Firm and the relative distribution of instruments within the range of characteristics. For example, two option contracts may have similar levels of market risk exposure and valuation uncertainty, but may have significantly different implied volatility levels because the option contracts have different underlyings, tenors, or strike prices. The input range and weighted average values will therefore vary from period-to-period and parameter-to-parameter based on the characteristics of the instruments held by the Firm at each balance sheet date.
For the Firm’s derivatives and structured notes positions classified within level 3 at December 31, 2018, interest rate correlation inputs used in estimating fair value were concentrated towards the upper end of the range; equity correlation, equity-FX and equity-IR correlation inputs were concentrated in the middle of the range; commodity correlation inputs were concentrated in the middle of the range; credit correlation inputs were concentrated towards the lower end of the range; and the interest rate-foreign exchange (“IR-FX”) correlation inputs were distributed across the range. In addition, the interest rate spread volatility inputs used in estimating fair value were distributed across the range; equity volatilities and commodity volatilities were concentrated in the middle of the range; and forward commodity prices used in estimating the fair value of commodity derivatives were concentrated towards the lower end of the range. Recovery rate inputs used in estimating the fair value of credit derivatives were distributed across the range; credit spreads and conditional default rates were concentrated towards the lower end of the range; loss severity and price inputs were concentrated towards the upper end of the range.
Level 3 inputs(a)
 
December 31, 2018
 
 
 
 
 
Product/Instrument
Fair value (in millions)
 
Principal valuation technique
Unobservable inputs(g)
Range of input values
Weighted average
Residential mortgage-backed securities and loans(b)
$
858

 
Discounted cash flows
Yield
0
 %
19%
6%
 
 
 
Prepayment speed
0
 %
24%
9%
 
 
 
 
Conditional default rate
0
 %
9%
1%
 
 
 
 
Loss severity
0
 %
100%
6%
Commercial mortgage-backed securities and loans(c)
419

 
Market comparables
Price
$
0

$103
$90
Obligations of U.S. states and municipalities
689

 
Market comparables
Price
$
62

$100
$96
Corporate debt securities
334

 
Market comparables
Price
$
0

$107
$57
Loans(d)
234

 
Discounted cash flows
Yield
8%
8%
 
942

 
Market comparables
Price
$
2

$101
$78
Asset-backed securities
127

 
Market comparables
Price
$
1

$102
$67
Net interest rate derivatives
(180
)
 
Option pricing
Interest rate spread volatility
16
bps
38bps
 
 
 
 
 
Interest rate correlation
(45
)%
97%
 
 
 
 
 
IR-FX correlation
45
 %
60%
 
 
142

 
Discounted cash flows
Prepayment speed
4
 %
30%
 
Net credit derivatives
(163
)
 
Discounted cash flows
Credit correlation
25
 %
55%
 
 
 
 
 
Credit spread
10
bps
1,487bps
 
 
 
 
 
Recovery rate
20
 %
70%
 
 
 
 
 
Conditional default rate
3
 %
72%
 
 
 
 
 
Loss severity
100%
 
 
56

 
Market comparables
Price
$
1

$115
 
Net foreign exchange derivatives
(122
)
 
Option pricing
IR-FX correlation
(45
)%
60%
 
 
(175
)
 
Discounted cash flows
Prepayment speed
8
 %
9%
 
Net equity derivatives
(2,225
)
 
Option pricing
Equity volatility
14
 %
57%
 
 
 
 
 
Equity correlation
20
 %
98%
 
 
 
 
 
Equity-FX correlation
(75
)%
61%
 
 
 
 
 
Equity-IR correlation
20
 %
60%
 
Net commodity derivatives
(1,129
)
 
Option pricing
Forward commodity price
$
39

$56 per barrel
 
 
 
 
Commodity volatility
5
 %
68%
 
 
 
 
 
Commodity correlation
(51
)%
95%
 
MSRs
6,130

 
Discounted cash flows
Refer to Note 15
 
 
 
 
Other assets
306

 
Discounted cash flows
Credit spread
55bps
55bps
 
 
 
 
Yield
8%
10%
8%
 
922

 
Market comparables
Price
$
20

 
$108
$40
 
 
 
 
EBITDA multiple
2.9x
8.3x
7.5x
Long-term debt, short-term borrowings, and deposits(e)
25,110

 
Option pricing
Interest rate spread volatility
16
bps
38bps
 
 
 
 
Interest rate correlation
(45
)%
97%
 
 
 
 
IR-FX correlation
(45
)%
60%
 
 
 
 
Equity correlation
20
 %
98%
 
 
 
 
Equity-FX correlation
(75
)%
61%
 
 
 
 
Equity-IR correlation
20
 %
60%
 
Other level 3 assets and liabilities, net(f)
326

 
 
 
 
 
 
 
(a)
The categories presented in the table have been aggregated based upon the product type, which may differ from their classification on the Consolidated balance sheets. Furthermore, the inputs presented for each valuation technique in the table are, in some cases, not applicable to every instrument valued using the technique as the characteristics of the instruments can differ.
(b)
Includes U.S. government agency securities of $541 million, nonagency securities of $65 million and trading loans of $252 million.
(c)
Includes U.S. government agency securities of $8 million, nonagency securities of $11 million, trading loans of $278 million and non-trading loans of $122 million.
(d)
Comprises trading loans.
(e)
Long-term debt, short-term borrowings and deposits include structured notes issued by the Firm that are financial instruments that typically contain embedded derivatives. The estimation of the fair value of structured notes includes the derivative features embedded within the instrument. The significant unobservable inputs are broadly consistent with those presented for derivative receivables.
(f)
Includes level 3 assets and liabilities that are insignificant both individually and in aggregate.
(g)
Price is a significant unobservable input for certain instruments. When quoted market prices are not readily available, reliance is generally placed on price-based internal valuation techniques. The price input is expressed assuming a par value of $100
Changes in level 3 recurring fair value measurements
The following tables include a rollforward of the Consolidated balance sheets amounts (including changes in fair value) for financial instruments classified by the Firm within level 3 of the fair value hierarchy for the years ended December 31, 2018, 2017 and 2016. When a determination is made to classify a financial instrument within level 3, the determination is based on the significance of the unobservable inputs to the overall fair value measurement. However, level 3 financial instruments typically include, in addition to the unobservable or level 3 components, observable components (that is, components that are actively quoted and can be validated to external sources); accordingly, the gains and losses in the table below include changes in fair value due in part to observable factors that are part of the valuation methodology. Also, the Firm risk-manages the observable components of level 3 financial instruments using securities and derivative positions that are classified within level 1 or 2 of the fair value hierarchy; as these level 1 and level 2 risk management instruments are not included below, the gains or losses in the following tables do not reflect the effect of the Firm’s risk management activities related to such level 3 instruments.
 
Fair value measurements using significant unobservable inputs
 
 
Year ended
December 31, 2018
(in millions)
Fair value at January 1, 2018
Total realized/unrealized gains/(losses)
 
 
 
 
Transfers into
level 3
(h)
Transfers (out of) level 3(h)
Fair value at Dec. 31, 2018
 
Change in unrealized gains/(losses) related to financial instruments held at Dec. 31, 2018
Purchases(f)
Sales
 
Settlements(g)
Assets:(a)
 
 
 
 
 
 
 
 
 
 
 
 
 
Trading assets:
 
 
 
 
 
 
 
 
 
 
 
 
 
Debt instruments:
 
 
 
 
 
 
 
 
 
 
 
 
 
Mortgage-backed securities:
 
 
 
 
 
 
 
 
 
 
 
 
 
U.S. government agencies
$
307

$
(23
)
 
$
478

$
(164
)
 
$
(73
)
$
94

$
(70
)
$
549

 
$
(21
)
 
Residential – nonagency
60

(2
)
 
78

(50
)
 
(7
)
59

(74
)
64

 
1

 
Commercial – nonagency
11

2

 
18

(18
)
 
(17
)
36

(21
)
11

 
(2
)
 
Total mortgage-backed securities
378

(23
)
 
574

(232
)
 
(97
)
189

(165
)
624

 
(22
)
 
U.S. Treasury and government agencies
1


 


 


(1
)

 

 
Obligations of U.S. states and municipalities
744

(17
)
 
112

(70
)
 
(80
)


689

 
(17
)
 
Non-U.S. government debt securities
78

(22
)
 
459

(277
)
 
(12
)
23

(94
)
155

 
(9
)
 
Corporate debt securities
312

(18
)
 
364

(309
)
 
(48
)
262

(229
)
334

 
(1
)
 
Loans
2,719

26

 
1,364

(1,793
)
 
(658
)
813

(765
)
1,706

 
(1
)
 
Asset-backed securities
153

28

 
98

(41
)
 
(55
)
45

(101
)
127

 
22

 
Total debt instruments
4,385

(26
)
 
2,971

(2,722
)
 
(950
)
1,332

(1,355
)
3,635

 
(28
)
 
Equity securities
295

(40
)
 
118

(120
)
 
(1
)
107

(127
)
232

 
9

 
Other
690

(285
)
 
55

(40
)
 
(118
)
3

(4
)
301

 
(301
)
 
Total trading assets – debt and equity instruments
5,370

(351
)
(c) 
3,144

(2,882
)
 
(1,069
)
1,442

(1,486
)
4,168

 
(320
)
(c) 
Net derivative receivables:(b)
 
 
 
 
 
 
 


 
 
 
 
 
Interest rate
264

150

 
107

(133
)
 
(430
)
(15
)
19

(38
)
 
187

 
Credit
(35
)
(40
)
 
5

(7
)
 
(57
)
4

23

(107
)
 
(28
)
 
Foreign exchange
(396
)
103

 
52

(20
)
 
30

(108
)
42

(297
)
 
(63
)
 
Equity
(3,409
)
198

 
1,676

(2,208
)
 
1,805

(617
)
330

(2,225
)
 
561

 
Commodity
(674
)
(73
)
 
1

(72
)
 
(301
)
7

(17
)
(1,129
)
 
146

 
Total net derivative receivables
(4,250
)
338

(c) 
1,841

(2,440
)
 
1,047

(729
)
397

(3,796
)
 
803

(c) 
Available-for-sale securities:
 
 
 
 
 
 
 


 
 
 
 
 
Mortgage-backed securities
1


 


 



1

 

 
Asset-backed securities
276

1

 


 
(277
)



 

 
Total available-for-sale securities
277

1

(d) 


 
(277
)


1

 

 
Loans
276

(7
)
(c) 
123


 
(196
)

(74
)
122

 
(7
)
(c) 
Mortgage servicing rights
6,030

230

(e) 
1,246

(636
)
 
(740
)


6,130

 
230

(e) 
Other assets
1,265

(328
)
(c) 
61

(37
)
 
(37
)
4

(1
)
927

 
(340
)
(c) 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Fair value measurements using significant unobservable inputs
 
 
Year ended
December 31, 2018
(in millions)
Fair value at January 1, 2018
Total realized/unrealized (gains)/losses
 
 
 
 
 
Transfers (out of) level 3(h)
Fair value at Dec. 31, 2018
 
Change in unrealized (gains)/losses related to financial instruments held at Dec. 31, 2018
Purchases
Sales
Issuances
Settlements(g)
Transfers into
level 3
(h)
Liabilities:(a)
 
 
 
 
 
 
 
 
 
 
 
 
 
Deposits
$
4,142

$
(136
)
(c)(i) 
$

$

$
1,437

$
(736
)
$
2

$
(540
)
$
4,169

 
$
(204
)
(c)(i) 
Federal funds purchased and securities loaned or sold under repurchase agreements


 







 

 
Short-term borrowings
1,665

(329
)
(c)(i) 


3,455

(3,388
)
272

(152
)
1,523

 
(131
)
(c)(i) 
Trading liabilities – debt and equity instruments
39

19

(c) 
(99
)
114


(1
)
14

(36
)
50

 
16

(c) 
Accounts payable and other liabilities
13


 
(12
)
5



4


10

 

 
Beneficial interests issued by consolidated VIEs
39


 

1


(39
)


1

 

 
Long-term debt
16,125

(1,169
)
(c)(i) 


11,919

(7,769
)
1,143

(831
)
19,418

 
(1,385
)
(c)(i) 
 
Fair value measurements using significant unobservable inputs
 
 
Year ended
December 31, 2017
(in millions)
Fair value at January 1, 2017
Total realized/unrealized gains/(losses)
 
 
 
 
 
 
Transfers (out of) level 3(h)
Fair value at Dec. 31, 2017
 
Change in unrealized gains/(losses) related to financial instruments held at Dec. 31, 2017
Purchases(f)
Sales
 
 
Settlements(g)
Transfers into
level 3
(h)
Assets:(a)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Trading assets:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Debt instruments:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Mortgage-backed securities:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
U.S. government agencies
$
392

 
$
(11
)
 
$
161

$
(171
)
 
 
$
(70
)
$
49

$
(43
)
$
307

 
$
(20
)
 
Residential – nonagency
83

 
19

 
53

(30
)
 
 
(64
)
132

(133
)
60

 
11

 
Commercial – nonagency
17

 
9

 
27

(44
)
 
 
(13
)
64

(49
)
11

 
1

 
Total mortgage-backed securities
492

 
17

 
241

(245
)
 
 
(147
)
245

(225
)
378

 
(8
)
 
U.S. Treasury and government agencies

 

 


 
 

1


1

 

 
Obligations of U.S. states and municipalities
649

 
18

 
152

(70
)
 
 
(5
)


744

 
15

 
Non-U.S. government debt securities
46

 

 
559

(518
)
 
 

62

(71
)
78

 

 
Corporate debt securities
576

 
11

 
872

(612
)
 
 
(497
)
157

(195
)
312

 
18

 
Loans
4,837

 
333

 
2,389

(2,832
)
 
 
(1,323
)
806

(1,491
)
2,719

 
43

 
Asset-backed securities
302

 
32

 
354

(356
)
 
 
(56
)
75

(198
)
153

 

 
Total debt instruments
6,902

 
411

 
4,567

(4,633
)
 
 
(2,028
)
1,346

(2,180
)
4,385

 
68

 
Equity securities
231

 
39

 
176

(148
)
 
 
(4
)
59

(58
)
295

 
21

 
Other
761

 
100

 
30

(46
)
 
 
(162
)
17

(10
)
690

 
39

 
Total trading assets – debt and equity instruments
7,894

 
550

(c) 
4,773

(4,827
)
 
 
(2,194
)
1,422

(2,248
)
5,370

 
128

(c) 
Net derivative receivables:(b)

 
 
 




 
 








 


 
Interest rate
1,263

 
72

 
60

(82
)
 
 
(1,040
)
(8
)
(1
)
264

 
(473
)
 
Credit
98

 
(164
)
 
1

(6
)
 
 

77

(41
)
(35
)
 
32

 
Foreign exchange
(1,384
)
 
43

 
13

(10
)
 
 
854

(61
)
149

(396
)
 
42

 
Equity
(2,252
)
 
(417
)
 
1,116

(551
)
 
 
(245
)
(1,482
)
422

(3,409
)
 
(161
)
 
Commodity
(85
)
 
(149
)
 


 
 
(433
)
(6
)
(1
)
(674
)
 
(718
)
 
Total net derivative receivables
(2,360
)
 
(615
)
(c) 
1,190

(649
)
 
 
(864
)
(1,480
)
528

(4,250
)
 
(1,278
)
(c) 
Available-for-sale securities:
 
 
 
 




 
 







 


 
Mortgage-backed securities
1

 

 


 
 



1

 

 
Asset-backed securities
663

 
15

 

(50
)
 
 
(352
)


276

 
14

 
Total available-for-sale securities
664

 
15

(d) 

(50
)
 
 
(352
)


277

 
14

(d) 
Loans
570

 
35

(c) 

(26
)
 
 
(303
)


276

 
3

(c) 
Mortgage servicing rights
6,096

 
(232
)
(e) 
1,103

(140
)
 
 
(797
)


6,030

 
(232
)
(e) 
Other assets
2,223

 
244

(c) 
66

(177
)
 
 
(870
)

(221
)
1,265

 
74

(c) 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Fair value measurements using significant unobservable inputs
 
 
Year ended
December 31, 2017
(in millions)
Fair value at January 1, 2017
 
Total realized/unrealized (gains)/losses
 
 
 
 
 
 
Transfers (out of) level 3(h)
Fair value at Dec. 31, 2017
 
Change in unrealized (gains)/losses related to financial instruments held at Dec. 31, 2017
Purchases
Sales
Issuances
 
Settlements(g)
Transfers into
level 3
(h)
Liabilities:(a)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Deposits
$
2,117

 
$
152

(c)(i) 
$

$

$
3,027

 
$
(291
)
$
11

$
(874
)
$
4,142

 
$
198

(c)(i) 
Federal funds purchased and securities loaned or sold under repurchase agreements

 

 



 




 

 
Short-term borrowings
1,134

 
42

(c)(i) 


3,289

 
(2,748
)
150

(202
)
1,665

 
7

(c)(i) 
Trading liabilities – debt and equity instruments
43

 
(3
)
(c) 
(46
)
48


 
3

3

(9
)
39

 

 
Accounts payable and other liabilities
13

 
(2
)
 
(1
)


 
3



13

 
(2
)
 
Beneficial interests issued by consolidated VIEs
48

 
2

(c) 
(122
)
39


 
(6
)
78


39

 

 
Long-term debt
12,850

 
1,067

(c)(i) 


12,458

 
(10,985
)
1,660

(925
)
16,125

 
552

(c)(i) 
 
Fair value measurements using significant unobservable inputs
 
 
Year ended
December 31, 2016
(in millions)
Fair value at January 1, 2016
Total realized/unrealized gains/(losses)
 
 
 
 
 
 
 
 
Transfers (out of) level 3(h)
Fair value at
Dec. 31, 2016
Change in unrealized gains/(losses) related to financial instruments held at Dec. 31, 2016
Purchases(f)
 
Sales
 
 
Settlements(g)
 
Transfers into
level 3
(h)
Assets:(a)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Trading assets:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Debt instruments:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Mortgage-backed securities:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
U.S. government agencies
$
715

$
(20
)
 
$
135

 
$
(295
)
 
 
$
(115
)
 
$
111

$
(139
)
$
392

 
$
(36
)
 
Residential – nonagency
194

4

 
252

 
(319
)
 
 
(20
)
 
67

(95
)
83

 
5

 
Commercial – nonagency
115

(11
)
 
69

 
(29
)
 
 
(3
)
 
173

(297
)
17

 
3

 
Total mortgage-backed securities
1,024

(27
)
 
456

 
(643
)
 
 
(138
)
 
351

(531
)
492

 
(28
)
 
Obligations of U.S. states and municipalities
651

19

 
149

 
(132
)
 
 
(38
)
 


649

 

 
Non-U.S. government debt securities
74

(4
)
 
91

 
(97
)
 
 
(7
)
 
19

(30
)
46

 
(7
)
 
Corporate debt securities
736

2

 
445

 
(359
)
 
 
(189
)
 
148

(207
)
576

 
(22
)
 
Loans
6,604

(343
)
 
2,228

 
(2,598
)
 
 
(1,311
)
 
1,044

(787
)
4,837

 
(169
)
 
Asset-backed securities
1,832

39

 
655

 
(712
)
 
 
(968
)
 
288

(832
)
302

 
19

 
Total debt instruments
10,921

(314
)
 
4,024

 
(4,541
)
 
 
(2,651
)
 
1,850

(2,387
)
6,902

 
(207
)
 
Equity securities
265


 
90

 
(108
)
 
 
(40
)
 
29

(5
)
231

 
7

 
Physical commodities


 

 

 
 

 



 

 
Other
744

79

 
649

 
(287
)
 
 
(360
)
 
26

(90
)
761

 
28

 
Total trading assets – debt and equity instruments
11,930

(235
)
(c) 
4,763

 
(4,936
)
 
 
(3,051
)
 
1,905

(2,482
)
7,894

 
(172
)
(c) 
Net derivative receivables:(b)
 
 
 


 


 
 


 






 


 
Interest rate
876

756

 
193

 
(57
)
 
 
(713
)
 
(14
)
222

1,263

 
(144
)
 
Credit
549

(742
)
 
10

 
(2
)
 
 
211

 
36

36

98

 
(622
)
 
Foreign exchange
(725
)
67

 
64

 
(124
)
 
 
(649
)
 
(48
)
31

(1,384
)
 
(350
)
 
Equity
(1,514
)
(145
)
 
277

 
(852
)
 
 
213

 
94

(325
)
(2,252
)
 
(86
)
 
Commodity
(935
)
194

 
1

 
10

 
 
645

 
8

(8
)
(85
)
 
(36
)
 
Total net derivative receivables
(1,749
)
130

(c) 
545

 
(1,025
)
 
 
(293
)
 
76

(44
)
(2,360
)
 
(1,238
)
(c) 
Available-for-sale securities:




 


 


 
 


 






 


 
Mortgage-backed securities
1


 

 

 
 

 


1

 

 
Asset-backed securities
823

1

 

 

 
 
(119
)
 

(42
)
663

 
1

 
Total available-for-sale securities
824

1

(d) 

 

 
 
(119
)
 

(42
)
664

 
1

(d) 
Loans
1,518

(49
)
(c) 
259

 
(7
)
 
 
(838
)
 

(313
)
570

 

 
Mortgage servicing rights
6,608

(163
)
(e) 
679

 
(109
)
 
 
(919
)
 


6,096

 
(163
)
(e) 
Other assets
2,401

130

(c) 
487

 
(496
)
 
 
(299
)
 


2,223

 
48

(c) 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Fair value measurements using significant unobservable inputs
 
 
Year ended
December 31, 2016
(in millions)
Fair value at January 1, 2016
Total realized/unrealized (gains)/losses
 
 
 
 
 
 
 
Transfers into
level 3(h)
Transfers (out of) level 3(h)
Fair value at Dec. 31, 2016
Change in unrealized (gains)/losses related to financial instruments held at Dec. 31, 2016
Purchases
 
Sales
Issuances
 
Settlements(g)
 
Liabilities:(a)
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Deposits
$
2,950

$
(56
)
(c) 
$

 
$

$
1,375

 
$
(1,283
)
 
$

$
(869
)
$
2,117

 
$
23

(c) 
Federal funds purchased and securities loaned or sold under repurchase agreements


 

 


 
(2
)
 
6

(4
)

 

 
Short-term borrowings
639

(230
)
(c) 

 

1,876

 
(1,210
)
 
114

(55
)
1,134

 
(70
)
(c) 
Trading liabilities – debt and equity instruments
63

(12
)
(c) 
(15
)
 
23


 
(22
)
 
13

(7
)
43

 
(18
)
(c) 
Accounts payable and other liabilities
19


 

 


 
(6
)
 


13

 


Beneficial interests issued by consolidated VIEs
549

(31
)
(c) 

 

143

 
(613
)
 


48

 
6

(c) 
Long-term debt
11,447

147

(c) 

 

8,140

 
(5,810
)
 
315

(1,389
)
12,850

 
639

(c) 
(a)
Level 3 assets as a percentage of total Firm assets accounted for at fair value (including assets measured at fair value on a nonrecurring basis) were 3%, 3% and 4% at December 31, 2018, 2017 and 2016 respectively. Level 3 liabilities as a percentage of total Firm liabilities accounted for at fair value (including liabilities measured at fair value on a nonrecurring basis) were 15%, 15% and 12% at December 31, 2018, 2017 and 2016, respectively.
(b)
All level 3 derivatives are presented on a net basis, irrespective of underlying counterparty.
(c)
Predominantly reported in principal transactions revenue, except for changes in fair value for CCB mortgage loans, and lending-related commitments originated with the intent to sell, and mortgage loan purchase commitments, which are reported in mortgage fees and related income.
(d)
Realized gains/(losses) on AFS securities, as well as other-than-temporary impairment (“OTTI”) losses that are recorded in earnings, are reported in investment securities gains/(losses). Unrealized gains/(losses) are reported in OCI. Realized gains/(losses) and foreign exchange hedge accounting adjustments recorded in income on AFS securities were $1 million, zero and zero for the years ended December 31, 2018, 2017 and 2016, respectively. Unrealized gains/(losses) recorded on AFS securities in OCI were zero, $15 million and $1 million for the years ended December 31, 2018, 2017 and 2016, respectively.
(e)
Changes in fair value for MSRs are reported in mortgage fees and related income.
(f)
Loan originations are included in purchases.
(g)
Includes financial assets and liabilities that have matured, been partially or fully repaid, impacts of modifications, deconsolidations associated with beneficial interests in VIEs and other items.
(h)
All transfers into and/or out of level 3 are based on changes in the observability and/or significance of the valuation inputs and are assumed to occur at the beginning of the quarterly reporting period in which they occur.
(i)
Realized (gains)/losses due to DVA for fair value option elected liabilities are reported in principal transactions revenue, and they were not material for the years ended December 31, 2018 and 2017, respectively. Unrealized (gains)/losses are reported in OCI, and they were $(277) million and $(48) million for the years ended December 31, 2018 and 2017, respectively.
Impact of credit adjustments on earnings The following table provides the impact of credit and funding adjustments on principal transactions revenue in the respective periods, excluding the effect of any associated hedging activities. The FVA presented below includes the impact of the Firm’s own credit quality on the inception value of liabilities as well as the impact of changes in the Firm’s own credit quality over time.
Year ended December 31,
(in millions)
2018
 
2017
 
2016
Credit and funding adjustments:
 
 
 
 
 
Derivatives CVA
$
193

 
$
802

 
$
(84
)
Derivatives FVA
(74
)
 
(295
)
 
7

Assets and liabilities measured at fair value on a nonrecurring basis The following tables present the assets held as of December 31, 2018 and 2017, respectively, for which a nonrecurring fair value adjustment was recorded during the years ended December 31, 2018 and 2017, respectively, by major product category and fair value hierarchy.
 
Fair value hierarchy
 
Total fair value
December 31, 2018 (in millions)
Level 1

Level 2

 
Level 3

 
Loans
$

$
273

 
$
264

(b) 
$
537

Other assets(a)

8

 
815

 
823

Total assets measured at fair value on a nonrecurring basis
$

$
281

 
$
1,079

  
$
1,360

 
Fair value hierarchy
 
Total fair value
December 31, 2017 (in millions)
Level 1

Level 2

 
Level 3

 
Loans
$

$
238

 
$
596

 
$
834

Other assets

283

 
183

 
466

Total assets measured at fair value on a nonrecurring basis
$

$
521

 
$
779

 
$
1,300

(a) Primarily includes equity securities without readily determinable fair values that were adjusted based on observable price changes in orderly transactions from an identical or similar investment of the same issuer (measurement alternative) as a result of the adoption of the recognition and measurement guidance. Of the $815 million in level 3 assets measured at fair value on a nonrecurring basis as of December 31, 2018, $667 million related to such equity securities. These equity securities are classified as level 3 due to the infrequency of the observable prices and/or the restrictions on the shares.
(b) Of the $264 million in level 3 assets measured at fair value on a nonrecurring basis as of December 31, 2018, $225 million related to residential real estate loans carried at the net realizable value of the underlying collateral (e.g., collateral-dependent loans and other loans charged off in accordance with regulatory guidance). These amounts are classified as level 3 as they are valued using information from broker’s price opinions, appraisals and automated valuation models and discounted based upon the Firm’s experience with actual liquidation values. These discounts ranged from 13% to 54% with a weighted average of 25%.

There were no material liabilities measured at fair value on a nonrecurring basis at December 31, 2018 and 2017.
Nonrecurring fair value changes
The following table presents the total change in value of assets and liabilities for which a fair value adjustment has been recognized for the years ended December 31, 2018, 2017 and 2016, related to financial instruments held at those dates.
December 31, (in millions)
2018

 
2017

 
2016

 
Loans
$
(68
)
 
$
(159
)
 
$
(209
)
 
Other assets
132

(a) 
(148
)
 
37

 
Accounts payable and other liabilities

 
(1
)
 

 
Total nonrecurring fair value gains/(losses)
$
64

 
$
(308
)
 
$
(172
)
 

(a) Included $149 million for the year ended 2018 of net gains as a result of the measurement alternative.
Carrying value of equity securities without readily determinable fair values The following table presents the carrying value of equity securities without readily determinable fair values held as of December 31, 2018, that are measured under the measurement alternative and the related adjustments recorded during the periods presented for those securities with observable price changes. These securities are included in the nonrecurring fair value tables when applicable price changes are observable.
 
As of or for the
(in millions)
Year ended
 December 31, 2018
Other assets
 
Carrying value
$
1,510

Upward carrying value changes
309

Downward carrying value changes/impairment
(160
)
Carrying value and estimated fair value of financial assets and liabilities The following table presents by fair value hierarchy classification the carrying values and estimated fair values at December 31, 2018 and 2017, of financial assets and liabilities, excluding financial instruments that are carried at fair value on a recurring basis, and their classification within the fair value hierarchy.
 
December 31, 2018
 
December 31, 2017
 
 
Estimated fair value hierarchy
 
 
 
Estimated fair value hierarchy
 
(in billions)
Carrying
value
Level 1
Level 2
Level 3
Total estimated
fair value
 
Carrying
value
Level 1
Level 2
Level 3
Total estimated
fair value
Financial assets
 
 
 
 
 
 
 
 
 
 
 
Cash and due from banks
$
22.3

$
22.3

$

$

$
22.3

 
$
25.9

$
25.9

$

$

$
25.9

Deposits with banks
256.5

256.5



256.5

 
405.4

401.8

3.6


405.4

Accrued interest and accounts receivable
72.0


71.9

0.1

72.0

 
67.0


67.0


67.0

Federal funds sold and securities purchased under resale agreements
308.4


308.4


308.4

 
183.7


183.7


183.7

Securities borrowed
106.9


106.9


106.9

 
102.1


102.1


102.1

Investment securities, held-to-maturity
31.4


31.5


31.5

 
47.7


48.7


48.7

Loans, net of allowance for loan losses(a)
968.0


241.5

728.5

970.0

 
914.6


213.2

707.1

920.3

Other(b)
60.5


59.6

1.0

60.6

 
53.9


52.1

9.2

61.3

Financial liabilities
 
 
 
 
 
 
 
 
 
 
 
Deposits
$
1,447.4

$

$
1,447.5

$

$
1,447.5

 
$
1,422.7

$

$
1,422.7

$

$
1,422.7

Federal funds purchased and securities loaned or sold under repurchase agreements
181.4


181.4


181.4

 
158.2


158.2


158.2

Short-term borrowings
62.1


62.1


62.1

 
42.6


42.4

0.2

42.6

Accounts payable and other liabilities
160.6

0.2

157.0

3.0

160.2

 
152.0


148.9

2.9

151.8

Beneficial interests issued by consolidated VIEs
20.2


20.2


20.2

 
26.0


26.0


26.0

Long-term debt and junior subordinated deferrable interest debentures
227.1


224.6

3.3

227.9

 
236.6


240.3

3.2

243.5

Effective January 1, 2018, the Firm adopted several new accounting standards. Certain of the new accounting standards were applied retrospectively and, accordingly, prior period amounts were revised. For additional information, refer to Note 1.
(a)
Fair value is typically estimated using a discounted cash flow model that incorporates the characteristics of the underlying loans (including principal, contractual interest rate and contractual fees) and other key inputs, including expected lifetime credit losses, interest rates, prepayment rates, and primary origination or secondary market spreads. For certain loans, the fair value is measured based on the value of the underlying collateral. The difference between the estimated fair value and carrying value of a financial asset or liability is the result of the different methodologies used to determine fair value as compared with carrying value. For example, credit losses are estimated for a financial asset’s remaining life in a fair value calculation but are estimated for a loss emergence period in the allowance for loan loss calculation; future loan income (interest and fees) is incorporated in a fair value calculation but is generally not considered in the allowance for loan losses.
(b)
The prior period amounts have been revised to conform with the current period presentation.
The carrying value and estimated fair value of wholesale lending- related commitments The majority of the Firm’s lending-related commitments are not carried at fair value on a recurring basis on the Consolidated balance sheets. The carrying value of the wholesale allowance for lending-related commitments and the estimated fair value of these wholesale lending-related commitments were as follows for the periods indicated.
 
December 31, 2018
 
December 31, 2017
 
 
Estimated fair value hierarchy
 
 
 
Estimated fair value hierarchy
 
(in billions)
Carrying value(a)
Level 1
Level 2
Level 3
Total estimated fair value
 
Carrying value(a)
Level 1
Level 2
Level 3
Total estimated fair value
Wholesale lending-related commitments
$
1.0

$

$

$
2.1

$
2.1

 
$
1.1

$

$

$
1.6

$
1.6

(a)
Excludes the current carrying values of the guarantee liability and the offsetting asset, each of which is recognized at fair value at the inception of the guarantees.