Quarterly Trends for Consolidated U.S. Banking Organizations Fourth Quarter 2017

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Quarterly Trends for Consolidated U.S. Banking Organizations Fourth Quarter 7 Federal Reserve Bank of New York Research and Statistics Group This report presents consolidated financial statistics for the U.S. commercial banking industry, including bank holding companies (BHCs) and banks. Statistics are based on quarterly regulatory filings and are inclusive of BHC nonbank subsidiaries. Separate statistics are reported on a merger-adjusted basis for the subset of BHCs with >$bn in total assets as of the current quarter, for BHCs with $bn-bn in total assets, and for the remainder of the industry. Highlights Declines in post-tax earnings for some banks outweighed gains for other banks, registering as a decline in average ROA and ROE in 7Q. The tax reform led to losses (gains) in revaluations of deferred tax assets (liabilities). We illustrate that equivalent pre-tax ratios remained stable over this period. Non-performing loans as a percentage of total loans continued their post-crisis trend, decreasing to.% in 7:Q, from.% in 7:Q. At the same time, non-performing consumer loans increased slightly to.7% in 7:Q from.% in the previous quarter. This was mainly driven by increases in non-performing automobile and credit card loans. Net charge-offs increased slightly from.9% in 7:Q to.% in 7:Q. This was primarily due to an uptick in net charge-offs on consumer loans, rising from.% in 7:Q to.% in 7:Q. Net charge-offs and non-performing loan rates for agricultural loans remained high relative to recent history. Industry statistics are calculated by summing consolidated financial data across all reporting U.S. parent BHCs and intermediate holding companies (IHCs) (from the FR Y-9C report), plus values for standalone banks not controlled by a BHC, or whose parent BHC does not report on a consolidated basis (from the FFIEC / reports). The data exclude savings bank holding companies, branches and agencies of foreign banks, or nonbanks not held by a U.S. BHC or IHC. Six BHCs exceed this $bn size threshold: J.P. Morgan Chase, Bank of America, Citigroup, Wells Fargo, Goldman Sachs, and Morgan Stanley.

Table of Contents Charts and Tables. Composition of Banking Industry Assets and Liabilities Balance Sheet Composition ($) Balance Sheet Composition, Percent of Assets, Current Quarter (%) Balance Sheet Composition, Percent of Assets (%) Federal Funds Sold and Purchased Repurchase Agreements Loans Residential Real Estate Loans Commercial Real Estate Loans Consumer Loans Other Loans Trading Assets and Liabilities Securities Portfolios Available-for-Sale Securities Held-to-Maturity Securities. Earnings and Pre-Provision Net Revenue Return on Assets Return on Equity Pre-tax Income/Assets Pre-tax Income/Equity Net Interest Margin Noninterest Income Share Return on Trading Assets Non-Trading Non-Interest Income Ratio Efficiency Ratio. Loan Performance Non-performing Loans 7 Non-performing Residential Real Estate Loans 7 Non-performing Commercial Real Estate Loans Non-performing Commercial and Industrial (C&I) Loans Non-performing Consumer Loans 9 Non-performing Other Loans 9 Net Charge-offs Net Charge-offs on Residential Real Estate Loans Net Charge-offs on Commercial Real Estate Loans Net Charge-offs on Commercial and Industrial (C&I) Loans Net Charge-offs on Consumer Loans Net Charge-offs on Other Loans Loan Loss Provisions Loan Loss Reserves Loan Loss Reserves, Percent of Non-performing Loans. Loan Performance: Detail Non-performing Residential Real Estate Loans, Detail Net Charge-offs on Residential Real Estate Loans, Detail Non-performing Construction Loans, Detail Net Charge-offs on Construction Loans, Detail Non-performing Non-Farm, Other Domestic Real Estate Loans, Detail Net Charge-offs on Non-Farm, Other Domestic Real Estate Loans, Detail Non-performing Consumer Loans, Detail Net Charge-offs on Consumer Loans, Detail Non-performing Other Real Estate Loans, Detail Net Charge-offs on Other Real Estate Loans, Detail Non-performing Loans to Foreign Institutions, Detail Net Charge-offs on Loans to Foreign Institutions, Detail 7 9 9 7 7 9 9

Non-performing Other Loans, Detail Net Charge-offs on Other Loans, Detail. Capital Adequacy and Asset Growth CET and Tier Common Equity Ratio Tier Capital Ratio Total Capital Ratio Leverage Ratio Asset Growth Rate Loan Growth Rate Domestic Deposit Growth Rate Risk-Weighted Assets Ratio Industry Concentration. Consolidated Financial Statistics for the Fifty Largest BHCs 7 Notes and Caveats Methodology Caveats and Limitations 9 Data Notes

. Composition of Banking Industry Assets and Liabilities Balance Sheet Composition Trillion USD Assets Cash & Interest Bearing Balances Fed Funds Sold and Reverse Repos Loans Securities (Ex. Trading) Trading Assets Other Assets - - - - - - Liabilities & Equity Deposits Fed Funds Purchased and Repos Other Liabilities Equity 99 99 99 997 999 7 9 7 - - - - Balance Sheet Composition, Percent of Assets, Current Quarter % 9 7 Assets: Cash Interest-Bearing Balances Fed Funds Sold Reverse Repo Loans Securities (Ex. Trading) Trading Assets Other Assets Liabilities & Equity: Deposits Fed Funds Purchased Repo Other Liabilities Equity Assets Liabilities & Equity

Balance Sheet Composition, Percent of Assets % - - - - - - - - - - 99 99 99 997 999 7 9 7 Assets Cash & Interest Bearing Balances Fed Funds Sold and Reverse Repos Loans Securities (Ex. Trading) Trading Assets Other Assets Liabilities & Equity Deposits Fed Funds Purchased and Repos Other Liabilities Equity

Federal Funds Sold and Purchased Federal funds sold and purchased in domestic offices as % of total assets....... 99 99 99 997 999 7 9 7 Federal Funds Sold Federal Funds Purchased Repurchase Agreements Repurchase agreements as % of total assets 99 99 99 997 999 7 9 7 Reverse Repo Repo Note: These charts begin in :Q because data for repurchase agreements and federal funds are not consistently reported separately prior to that date.

Loans % of Total Assets 7 7 99 99 99 997 999 7 9 7 Residential Real Estate Commercial and Industrial Commercial Real Estate Consumer Other 7

Residential Real Estate Loans % of Total Assets 99 99 99 997 999 7 9 7 Closed End First Liens Closed End Junior Liens Home Equity Lines of Credit Commercial Real Estate Loans % of Total Assets 9 9 99 99 99 997 999 7 9 7 Multi-Family Home Construction, Total [pre-7] Construction, - Family Home Construction, Other Non-farm Non-residential, Total [pre-7] Non-farm Non-residential, Owner-Occupied Non-farm Non-residential, Other

Consumer Loans % of Total Assets 9 9 99 99 99 997 999 7 9 7 Credit Cards Automobile & Other, Total [pre-] Automobile Other Other Loans % of Total Assets 99 99 99 997 999 7 9 7 Secured by Farmland Secured in Foreign Offices To Foreign Governments To Foreign Depository Institutions To U.S. Depository Institutions Agriculture Leases Other 9

Trading Assets and Liabilities % of Total Assets 9 Assets U.S. Treasury Securities U.S. Gov't Agency Obligations U.S. State and Municipal Debt Agency MBS Non-agency MBS Other Debt Securities Loans Other Trading Assets Derivatives with Positive FV 9 - - - -9 - Liabilities Liability for Short Positions Other Trading Liabilities Derivatives with Negative FV 99 997 999 7 9 7 - -9 - Note: The subcomponents of trading assets and liabilities in the above chart only represent banks and BHCs that reported average trading assets of $ million or more in any of the four preceding quarters. Securities Portfolios % of Total Assets Held-to-maturity Available-for-sale Trading: Securities Assets Trading: Liability for Short Securities Positions 99 997 999 7 9 7 Note: Chart measures debt and equity securities portfolios. Thus, trading portfolio excludes other types of trading assets such as whole loans and derivatives.

Available-for-Sale Securities % of Total Assets 7 9 7 U.S. Treasury Securities U.S. Government Agency Obligations U.S. State and Municipal Debt Agency Pass-through MBS Agency CMOs Non-agency MBS Asset Backed Securities Other Domestic Debt Securities Foreign Debt Securities Equity Securities and Mutual Funds Held-to-Maturity Securities % of Total Assets 7 9 7 U.S. Treasury Securities U.S. Government Agency Obligations U.S. State and Municipal Debt Agency Pass-through MBS Agency CMOs Non-agency MBS Asset Backed Securities Other Domestic Debt Securities Foreign Debt Securities

. Earnings and Pre-Provision Net Revenue Return on Assets Annualized net income as % of total assets.. -. - -. - 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Return on Equity Annualized net income as % of equity - - 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

Note: The following two graphs present pre-tax views on performance. Pre-tax equivalents to ROA and ROE divide income (before applicable taxes and discontinued operations) by total assets and total equity respectively. Pre-tax Income/Assets Annualized pre-tax income as % of total assets... -. - -. - -. - 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Pre-tax Income/Equity Annualized pre-tax income as % of equity - - - 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

Net Interest Margin Annualized net interest income as % of interest-earning assets.... 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Noninterest Income Share Noninterest income as % of net operating revenue 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Note: Net operating revenue is defined as net interest income plus noninterest income.

Return on Trading Assets Annualized trading income as % of trading assets - - 99 99 99 997 999 7 9 7 BHCs < $bn BHCs > $bn Non-Trading Non-Interest Income Ratio Annualized non-trading non-interest income as % of total assets... 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

Efficiency Ratio Noninterest expense as % of net operating revenue 9 7 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Note: Net operating revenue is defined as net interest income plus noninterest income.

. Loan Performance Note: Non-performing loans include loans that are () 9 days or more past due and still accruing or () non-accrual. Non-performing Loans Total non-performing loans as % of total loans 7 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Non-performing Residential Real Estate Loans Non-performing residential real estate loans as % of residential real estate loans 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn 7

Non-performing Commercial Real Estate Loans Non-performing commercial real estate loans as % of commercial real estate loans 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Non-performing Commercial and Industrial (C&I) Loans Non-performing C&I loans as % of C&I loans 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

Non-performing Consumer Loans Non-performing consumer loans as % of consumer loans... 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Non-performing Other Loans Non-performing other loans as % of other loans 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn 9

Net Charge-offs Annualized net charge-offs as % of total loans 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Net Charge-offs on Residential Real Estate Loans Annualized net charge-offs on residential real estate loans as % of residential real estate loans 7 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

Net Charge-offs on Commercial Real Estate Loans Annualized net charge-offs on commercial real estate loans as % of commercial real estate loans 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Net Charge-offs on Commercial and Industrial (C&I) Loans Annualized net charge-offs on C&I loans as % of C&I loans 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

Net Charge-offs on Consumer Loans Annualized net charge-offs on consumer loans as % of consumer loans 9 7 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Net Charge-offs on Other Loans Annualized net charge-offs on other loans as % of other loans 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

Loan Loss Provisions Annualized loan loss provisions as % of total loans 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Loan Loss Reserves Loan Loss Reserves as % of total loans 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

Loan Loss Reserves, Percent of Non-performing Loans Loan loss reserves as % of non-performing loans 7 7 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

. Loan Performance: Detail A. Residential Real Estate Loans Non-performing Residential Real Estate Loans, Detail Total non-performing residential real estate loans as % of total residential real estate loans 99 99 99 997 999 7 9 7 Closed End Liens, Total [pre-] Closed End First Liens Closed End Junior Liens Home Equity Lines of Credit Net Charge-offs on Residential Real Estate Loans, Detail Annualized net charge-offs on residential real estate loans as % of total residential real estate loans 99 99 99 997 999 7 9 7 Closed End Liens, Total [pre-] Closed End First Liens Closed End Junior Liens Home Equity Lines of Credit

B. Commercial Real Estate Loans Non-performing Construction Loans, Detail Total non-performing construction loans as % of total construction loans 99 99 99 997 999 7 9 7 Total [pre-7] - Family Home Other Net Charge-offs on Construction Loans, Detail Annualized net charge-offs on construction loans as % of total construction loans 99 99 99 997 999 7 9 7 Total [pre-7] - Family Home Other

Non-performing Non-Farm, Other Domestic Real Estate Loans, Detail Total non-performing non-farm, other domestic real estate loans as % of total non-farm, other domestic real estate loans 99 99 99 997 999 7 9 7 Multi-Family Home Non-farm Non-residential, Total [pre-7] Non-farm Non-residential, Owner-Occupied Non-farm Non-residential, Other Net Charge-offs on Non-Farm, Other Domestic Real Estate Loans, Detail Annualized net charge-offs on non-farm, other domestic real estate loans as % of total non-farm, other domestic real estate loans... 99 99 99 997 999 7 9 7 Multi-Family Home Non-farm Non-residential, Total [pre-7] Non-farm Non-residential, Owner-Occupied Non-farm Non-residential, Other 7

C. Consumer Loans Non-performing Consumer Loans, Detail Total non-performing consumer loans as % of total consumer loans 99 99 99 997 999 7 9 7 Credit Cards Automobile & Other Consumer, Total [pre-] Automobile Other Consumer Net Charge-offs on Consumer Loans, Detail Annualized net charge-offs on consumer loans as % of total consumer loans 99 99 99 997 999 7 9 7 Credit Cards Automobile & Other Consumer, Total [pre-] Automobile Other Consumer

D. All Other Loans Non-performing Other Real Estate Loans, Detail Total non-performing other real estate loans as % of total other real estate loans 99 99 99 997 999 7 9 7 Other Real Estate, Total [pre-] Secured by Farmland Secured in Foreign Offices Net Charge-offs on Other Real Estate Loans, Detail Annualized net charge-offs on other real estate loans as % of total other real estate loans 99 99 99 997 999 7 9 7 Other Real Estate, Total [pre-] Secured by Farmland Secured in Foreign Offices 9

Non-performing Loans to Foreign Institutions Total non-performing loans to foreign institutions as % of total loans to foreign institutions 99 99 99 997 999 7 9 7 To Foreign Governments To Foreign Depository Institutions Net Charge-offs on Loans to Foreign Institutions Annualized net charge-offs on loans to foreign institutions as % of total loans to foreign institutions - 99 99 99 997 999 7 9 7 To Foreign Governments To Foreign Depository Institutions

Non-performing Other Loans, Detail Total non-performing other loans as % of total other loans 99 99 99 997 999 7 9 7 To U.S. Depository Institutions Agricultural Leases Other Net Charge-offs on Other Loans, Detail Annualized net charge-offs on other real estate loans as % of total other real estate loans - 99 99 99 997 999 7 9 7 To U.S. Depository Institutions Agricultural Leases Other

. Capital Adequacy and Asset Growth Notes: CET, tier and total capital is reported instead of the components of tier common equity and tier and total risk-based capital by advanced approaches firms starting in :Q, and by all other firms starting in :Q, causing series breaks in some capital ratios in those quarters. Changes in the measurement of RWA starting in :Q and :Q also affect measurement of risk-weighted capital ratios and the ratio of RWA to total assets starting in those quarters. See ''Caveats and Limitations'' for details. See data notes for definition of tier common equity. CET and Tier Common Equity Ratio CET and Tier common equity as % of risk-weighted assets 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Tier Capital Ratio Tier capital and Tier risk-based capital as % of risk-weighted assets 9 7 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

Total Capital Ratio Total capital and Total risk-based capital as % of risk-weighted assets 7 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Leverage Ratio Tier capital and Tier risk-based capital as % of average total assets 9 7 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn

Note: Asset, loan and deposit growth rates presented below are affected by mergers with nonbanking firms, and conversions to and from a BHC charter during the sample period. This particularly affects the year-over-year growth rate for assets between 9:Q and 9:Q, due to the entry of several new firms in 9:Q. See ''Caveats and Limitations'' for details. Asset Growth Rate Year-over-year % change in total assets - - 99 99 99 997 999 7 9 7 BHCs $bn-bn Compositional Changes BHCs > $bn Banks and BHCs <$bn Loan Growth Rate Year-over-year % change in total loans - - 99 99 99 997 999 7 9 7 BHCs $bn-bn Compositional Changes BHCs > $bn Banks and BHCs <$bn

Domestic Deposit Growth Rate Year-over-year % change in domestic deposits - 99 99 99 997 999 7 9 7 BHCs $bn-bn Compositional Changes BHCs > $bn Banks and BHCs <$bn Risk-Weighted Assets Ratio Risk-weighted assets as % of total assets 7 7 99 99 99 997 999 7 9 7 BHCs $bn-bn BHCs > $bn Banks and BHCs <$bn Note: Chart starts in 99:Q because data for risk-weighted assets are not reported prior to that date. Values of the ratio are affected by changes in the definition of risk weighted assets over time, particularly in :Q and :Q. See ''Caveats and Limitations'' for details.

Industry Concentration Assets of the,, and largest firms as % of total industry assets 99 99 99 997 999 7 9 7 Top Top Top

Financial Statistics for Large BHCs and 7Q Rank Name of Institution Total Assets (Bil USD) Quarterly Net Income (Mil USD) Profitability Capital Adequacy Ratios (%) Annualized Tier Return on Equity CET Ratio Capital Ratio Annualized Return on Assets Total Capital Ratio Advanced Approaches Firm JPMORGAN CHASE & CO,.,..7...9.9 Yes BANK OF AMER CORP,.,...77.9.. Yes WELLS FARGO & CO,9.,..... 7. Yes CITIGROUP,. -,9. -. -7..99. 7.77 Yes GOLDMAN SACHS GROUP THE 9. -,9. -. -9....79 Yes MORGAN STANLEY.7.....9.7 Yes 7 U S BC.,...7 9...9 Yes PNC FNCL SVC GROUP.,79.. 7..9..7 Yes 9 TD GRP US HOLDS LLC.9....97.97 7. Yes BANK OF NY MELLON CORP 7.,7...9.9.7. Yes CAPITAL ONE FC.7-97. -. -7.97..77. Yes HSBC N AMER HOLDS 7. -,.9 -. -..7..7 Yes STATE STREET CORP. 7.9...9.9. Yes BB&T CORP...9..9.9.9 No SUNTRUST BK. 79... 9.7..9 No AMERICAN EXPRESS CO. -,99. -. -. 9..9.7 Yes 7 ALLY FNCL 7....7 9...9 No BARCLAYS US LLC 7.9 -. -. -....77 No 9 MUFG AMERS HOLDS CORP... 7... 7.7 No CITIZENS FNCL GRP.7.9.7....9 No DB USA CORP. -,. -. -.... No FIFTH THIRD BC. 9.....7. No RBC USA HOLDCO CORP..9.9....77 No CREDIT SUISSE HOLD USA. -,.9 -.7-7..7.9.79 No UBS AMERS HOLD LLC.7 -,9. -7.9 -.... No BNP PARIBAS USA 9. -7. -. -.7..7. No 7 NORTHERN TR CORP....9.7.. Yes KEYCORP. 9..7....9 No 9 BMO FNCL CORP. -9. -. -.7.9..9 No SANTANDER HOLDS USA....9. 7. 9. No REGIONS FC...7....7 No M&T BK CORP...9 7.9.99..7 No HUNTINGTON BSHRS..7..97...9 No DISCOVER FS....9...7 No BBVA COMPASS BSHRS 7....9... No COMERICA 7.7...... No 7 ZIONS BC...7.... No SVB FNCL GRP. 7..9..7.97.9 No 9 CIT GROUP 9. -. -.7 -.... No NEW YORK CMNTY BC 9....... No PEOPLES UNITED FNCL INC...9 7. 9.7.. No POPULAR. -. -.9-7.99.9.9 9. No FIRST HORIZON NAT CORP. -. -. -.79. 9.. No MIZUHO AMERS LLC 9.9 -. -. -.... No CIBC BC USA 7.....9.9. No EAST WEST BC 7..9.9....9 No 7 RAYMOND JAMES FNCL. 7.9..... No FIRST CITIZENS BSHRS....... No 9 BOK FC. 7..9.... No CULLEN/FROST BKR....9... No TOTALS* TOP,. -,. -. -....7 ALL INSTITUTIONS (BHCS AND BANKS),.,9...9..7.9 *For the industry net income and capital adequacy ratios, we sum the numerator and denominator across individual firms and then compute ratios. 7

Methodology Notes and Caveats The data used to construct the statistics in this report are drawn from the quarterly Consolidated Financial Statements for Bank Holding Companies (FR Y-9C), and Consolidated Reports of Condition and Income for commercial banks (FFIEC and ). Reported statistics are defined in a time-consistent way across reporting form vintages. To calculate the all institutions quarterly series, we aggregate the data for top-tier holding companies, including US bank holding companies (BHCs), Intermediate Holding Company (IHC) subsidiaries of foreign banking organizations, commercial banks owned by BHCs that are too small to file Y-9C reports (the current reporting threshold is $bn of total assets), and unaffiliated (stand-alone) commercial banks not owned by a BHC. We identify top-tier BHCs or IHCs (i.e. the U.S. parent entity) via the National Information Center (NIC, http://www.ffiec.gov/nicpubweb/nicweb/nichome.aspx), which provides data on firm attributes and structure. We identify commercial banks that are standalone firms or are owned by small BHCs by identifying all US commercial banks whose high holder does not submit a FR Y-9C report. Separate statistics are also reported for the subset of BHCs with greater than $ billion in total assets, for the subset of BHCs or IHCs with $ - $ billion in total assets, and for the remainder of the industry. In 7:Q, BHCs or IHCs and one nonmember bank exceed $ billion in total assets, and BHCs exceed the $ billion threshold: JPMorgan Chase, Bank of America, Citigroup, Wells Fargo, Goldman Sachs, and Morgan Stanley. For consistency, time-series graphs for the > $bn and $- $bn groups represent available historical values for these two sets of firms. Statistics for most firms with more than $ billion in total assets are prepared on a pro forma (merger-adjusted) basis; specifically, on the basis that all BHCs acquired by each of these firms over the sample period with US regulatory filings are part of the consolidated BHC from the start of the historical time period. Data values of acquired BHCs are then summed with acquirer data in the period before the acquisition. Merger events are identified using the NIC transformations table maintained by the Federal Reserve Board of Governors. CIT Group and First Republic Bank are the only entities with >$bn in assets not adjusted using the pro forma methodology. After constructing the pro forma series for each firm, we aggregate the data to create the BHCs > $bn and the BHCs $-$bn series. Finally, the all other banks and BHCs The term foreign-banking organization generally refers to a foreign bank that () operates a branch, agency, or commercial lending company subsidiary in the United States; () controls a bank in the United States; or () controls an Edge corporation acquired after March, 97. The term also includes any company of which such a foreign bank is a subsidiary. See C.F.R..(o). This subset also includes one nonmember bank, First Republic Bank, which had $. billion in assets in 7:Q.

quarterly series is constructed by subtracting the BHCs > $bn and BHCs $- $bn series from the all institutions series. Caveats and Limitations Statistics in this report are presented as is, based on calculations conducted by Federal Reserve Bank of New York research staff. While significant efforts have been made to ensure accuracy, the statistics presented here may be subject to future revision, for example because of changes or improvements in the pro forma methodology used to calculate statistics for industry subgroups. We highlight a number of important limitations of the statistics presented here: Statistics exclude financial firms that are not either commercial banks or part of a commercial bank holding company or IHC. This creates discontinuities in the time-series graphs when nonbanking firms are acquired or sold by banks or BHCs, or when firms switch to or from a bank or BHC charter. For example, in 9:Q, Goldman Sachs, Morgan Stanley, Ally Financial, and American Express each began filing a FR Y-9C due to the conversion of each of these firms to a commercial banking holding company charter. This largely accounts for the sharp % increase in total measured industry assets in 9:Q, and a corresponding discontinuous upward shift in the industry asset growth rate during 9. Similarly, four large IHCs enter the data sample in :Q (Credit Suisse Holdings, Deutsche Bank USA, UBS Americas, and Barclays US) and other firms consolidate nonbanking assets under their designated IHC over the course of. This causes industry assets to rise by approximately % in :Q, and has smaller effects on industry assets in earlier quarters. For the same reason, only of the BHCs in the BHCs > $bn group (described in the methodology section on the previous page) exist in the data for the entire sample period (99:Q to :Q): JPMorgan Chase, Bank of America, Wells Fargo, and Citigroup. Goldman Sachs and Morgan Stanley enter the sample in 9:Q. Flow variables in bank and BHC regulatory filings are reported on a year-to-date basis. Quarterly flow variables are derived by quarterizing the data, that is, by subtracting the variable at time t- from the variable at time t for Q, Q, and Q of each calendar year. This quarterization procedure can create discontinuities when a bank or BHC enters the sample any time other than in Q. To account for this, we average the value of flow variables for mid-year entrants using up to four subsequent consecutive quarters of data to generate a usable data point for the quarter of entry. If an institution is in the sample for only one quarter, we drop the flow variables from the firm s quarter of entry from the sample. 9

Due to data limitations, industry statistics exclude nonbank subsidiaries of small BHCs that do not file a FR Y-9C (currently the FR Y-9C is filed only by firms with $bn in total assets, although this reporting threshold has changed over time). The effect of this exclusion on industry statistics is expected to be minor, however, since small BHCs generally do not have large nonbank subsidiaries. As part of the transition to the Basel III capital framework, during, advanced approaches holding companies commenced filing Part.B of schedule HC-R of the Y-9C, and no longer filed Part.A of this schedule. (Part.A of schedule HC- R was still filed by non-advanced-approaches firms). One consequence of this reporting change was that advanced approaches firms no longer reported the components used to calculate tier common equity, and instead reported common equity tier (CET). The change in reporting also affected other capitalization measures such as tier capital. This report presents capital ratios that combine the capital reported by firms in Part.A and Part.B during. It does not attempt to adjust measured capital ratios to account for the methodological differences between these two measures. Beginning in :Q, all remaining firms began reporting regulatory capital under the Basel III framework. Consequently, Part.A of the schedule HC-R has now been retired, and Part.B of this schedule has been renamed as Part. In addition, in :Q firms commenced reporting risk weighted assets according to Basel III definitions rather than Basel I definitions. The relevant figures presented in this report represent a combination of Basel I and Basel III capital and risk weighted asset measures, depending on which measure is available for each firm at each point in time. No attempt is made to adjust these measures for comparability. As a result, these series are subject to structural breaks due to the changes in reporting definitions described above. This for example accounts for the sharp increase in the ratio of risk weighted assets to total assets observed in :Q. The implementation of the Basel II. US market risk rule in :Q affects the measurement of risk-weighted assets beginning in that quarter. Data Notes. The definition of tier common equity for BHCs used for this report is: tier common equity = tier capital perpetual preferred stock and related surplus + nonqualifying perpetual preferred stock qualifying Class A noncontrolling (minority) interests in consolidated subsidiaries qualifying restricted core capital elements (other than cumulative perpetual preferred stock) qualifying

mandatory convertible preferred securities of internationally active bank holding companies. The definition of tier common equity for banks is: tier common equity = tier capital perpetual preferred stock and related surplus + nonqualifying perpetual preferred stock qualifying noncontrolling (minority) interests in consolidated subsidiaries.. Some FR Y-9C and call report filers deemed to be non-typical of the US commercial banking industry are excluded from the historical data sample used to construct the Quarterly Trends report, including ICE Trust U.S. LLC, The Depository Trust Company, and UBS Bank USA. Starting with the 7:Q report, three additional organizations, Taunus Corporation, John Hancock and MetLife Inc. were added to the set of organizations excluded from the data sample.. In the first quarter of, banking organizations were required to transfer certain off-balance sheet items onto their balance sheets under FASB and 7. These guidelines substantially affected loan balances, as large amounts of securitized loans were transferred onto bank balance sheets for accounting purposes. This accounting change caused an increase in year-over-year growth rates of loans and total assets during this period.