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大浩浩的笔记课堂——FRM考试学习笔记118

  • 2026-02-07 12:56:34
大浩浩的笔记课堂——FRM考试学习笔记118

Topic 47

Risk Capital Attribution and Risk-Adjusted Performance Measurement

1.Risk capital(economic capital):

risk capital vs. regulatory capital:

risk capital(economic capital)

regulatory capital

definition

 1.Risk capital provides protection against risk.It can be defined as a financial buffer to shield as a fence from the economic impacts of the risks that it takes

 2.In short,it provides assurance to the firm´s stakeholders that their invested funds are safe

Regulatory capital is computed using general benchmarks that apply to the industry.The result is a minimum required amount of capital adequacy

features

  1.as a buffer to cover unexpected losses

2.target level of solvency

3.the use of internal models

  4.It compares the different risks incurred by a firm,across different businesses and activities,different types of risk which including market risk,credit risk and operational risk

5.不同银行之间不可对比

 1.It is relevant only for regulated industries such as banking and insurance

 2.Assuming that risk capital and regulatory capital are the same for the overall firm,the amounts may be different within the various divisions of the firm

calculation

 1.It is the amount of funds that the firm must hold in reserve to cover a worst-case loss

 2.However,strategic risk capital may be added to economic capital:

economic capital=risk capital+strategic risk capital

Using general benchmarks that apply to the industry

to allocate risk capital:

For financial institutions,there are 4 major reasons for using economic capital to allocate risk capital:

①Capital is used extensively to cushion risk.

②Financial institutions must be creditworthy.

③Difficulty in providing an external assessment of a financial institutions creditworthiness.

④Profitability is greatly impacted by the cost of capital.

⑶to diversify risk capital:

①aggregating a firm´scapital:

A.The overall risk capital for a firm should be less than the total of the individual risk capitals.

B.Risk reduction due to diversification effects is very difficult to 

measure.

②allocating economic capital to different business lines:

A.A business unit that are highly correlated to the overall firm need to be allocated more risk capital.

B.Having business lines that are counter cyclical in nature allows the overall firm to have stable earnings and to attain a given desired credit rating using less risk capital.

·特别注意!

·It is therefore common practice to adjust for the diversification effects by lowering the confidence level(99.97%99.5% or lower) used a the business level.

There are 3 different measures of risk capital:

A.stand-alone risk capital:

a/ definition:

It is the risk capital calculated without any diversification benefits.

b/ formula:

the sum of the stand-alone capital of the individualstand-alone risk capital of the total business unit

·特别注意!

·Most institutions allocate the portfolio effect pro rata with stand-alone risk capital.

B.fully diversified risk capital:

The capital attributed to each actively X and Y,taking into account all diversification benefits from combining them under the same leadership.

C.marginal risk capital:

It is the additional risk capital required by an incremental deal,activity,or business.It takes into account the full benefit of diversification.

The choice of risk capital measure depends on the objectives:

A.stand-alone risk capital:

incentive compensation

B.fully diversified risk capital:

a/ Assessing the solvency of the firm and minimum risk-pricing.

b/ Assessing the extra performance generated by the diversification effects.

C.marginal risk capital:

active portfolio management or business mix decision

2.Risk-adjusted return on capital(RAROC):

definition:

The RAROC measure is essential to successful integrated risk management.Its main function is to relate the return on capital to the riskiness of firm investments.

characteristics:

It uses economic profits.

If it is below the cost of equity,there is no value being added.

It has the flexibility to consider deferred or contigent compensation.

A restriction on the firm´s growth due to leverage limitation may result in higher profits.

formula:

⑷advantages:

Benefits of using the RAROC approach include:

①performance measurement using economic profits instead of accounting profits

②use in computing increases in shareholder value as part of incentive compensation within the firm and its divisions

③use in portfolio management for buy and sell decisions and use in capital management in estimating the incremental value-added through a new investment or discontinuing an existing investment

④using risk-based pricing,which will allow proper pricing that takes into account the economic risks undertaken by a firm in a given transaction

3.RAROC for capital budgeting:

formulas:

①after taxes="×(1-t)"

return on risk capital=Rfree×economic capital

economic capital=risk capital+strategic risk capital=unexpected loss=principal amount×unexpected loss rate

④risk capital=credit risk capital+market risk capital+operational risk capital+etc

strategic risk capital=good will+burned-out capital

factors:

risk capital:

It is the capital arise that the bank must set aside to cover the worst-case loss from market risk,credit risk,operational risk and other risks.

strategic risk capital:

It is the risk of significant investment about whose success and profitability there is high uncertainty.

burned-out capital:

It is an allocation of capital to account for the risk of strategic failure of recent acquisitions or other strategic initiatives built organically.

hurdle rate and capital budgeting decision rule:

characteristic:

The hurdle rate should be reset periodically(6 months),or when it has changed by more than 10 percent.

formula:

A.CE:common equity

B.PE:preferred equity

③rules:

capital budgeting decision rules:

A.if RAROC>hurdle rate→value creation from the project and accepted

B.if RAROC<hurdle rate→value destruction and rejected/discontinued

adjusted RAROC:

definition:

Its measure was developed to better align the risk of the business with the risk of the firm´s equity.

formula:

rule:

Accept(reject) projects whose ARAROC is greater(smaller) than RF.

4.RAROC for performance measurement:

RAROC horizon:

①Practitioners usually adopt one-year time horizon:

A.For market risk,short time horizons require adjustments.

B.factor to lower the current risk level to the core risk level

②There is a lot of subjectivity in selecting the time horizon:

A longer time horizon could be selected to account for the full business cycle.

⑵RAROC default probabilities:

point-in-time(PIT)probability of default:

A.It could be used to compute short-term expected losses and to price financial instruments with credit risk exposure.

B.Rating is more likely to change.

through-the-cycle(TTC)probability of default:

A.It is more commonly used for being taken by the rating agencies,calculating economic capital,current profitability,and strategic decisions.

B.It is used for lower volatility of economic capital.

⑶RAROC confidence level:

The confidence level chosen in the economic capital calculation should be consistent with the firm´s target credit rating:

For example,a high rating such as AA or would require a confidence level in excess of 99.95%.

This confidence level as the quantitative expression of the risk appetite of the firm.

Choosing a lower confidence level will not likely reduce the amount of risk capital required if the firm has little exposure to operational risk,credit risk and settlement risk.

⑷RAROC and other common measures of risk/return:

①RAROC and ROE(or ROA):

RAROC has two specific adjustments:

A.In the numerator,it deducts expected loss(the risk factor) from the return.

B.In the denominator,it replaces accounting capital with economic capital.

②RAROC and others:

The discount rate for the NPV is a risk-adjusted expected return that uses beta(captures systematic risk only) from the capital asset pricing model(CAPM).In contrast to NPV,RAROC takes into account both systematic and unsystematic risk in its earnings figure.

5.RAROC in practice:

Some recommendations for implementing a RAROC system:

senior management commitment:

"What counts is not how much income is generated,but how well the firm is compensated for the risks that it is taking on."

communication and education:

It is to all the management layers of the firm.

ongoing consultation:

"parameter review group"

maintaining the integrity of the process

combine RAROC with qualitative factors:

high quality of earnings

investment

growth

low quality of earnings

fix,reduce,or exit

managed growth

low quantity of earnings

high quantity of earnings

quality of earningsstrategic importance/long-term growth potential

quantity of earningsRAROC return

put an active capital management process in place


大浩浩的笔记课堂之FRM考试学习笔记合集

【写在开篇】

【正文内容】

FRM一级考试

FRM级考试

A.Market Risk

A.市场风险

Topic 1 Estimating Market Risk Measures:An Introduction and Overview

Topic 2 Non-Parametric Approaches

Topic 3 Parametric Approaches:Extreme Value

Topic 4 Backtesting VAR

Topic 5 VAR Mapping

Topic 6 Messages from the Academic Literature on Risk Management for the Trading Book

Topic 7 Some Correlation Basics:Properties,Motivation and Terminology

Topic 8 Empirical Properties of Correlation:How Do Correlation Behave in the Real World

Topic 9 Statistical Correlation Models—Can We Apply Them to Finance

Topic 10 Financial Correlation Modeling—Copula Correlations

Topic 11 Empirical Approaches to Risk Metrics and Hedging

Topic 12 The Science of Term Structure Models

Topic 13 The Shape of the Term Structure

Topic 14 The Art of Term Structure Models:Drift

Topic 15 The Art of Term Structure Models:Volatility and Distribution

Topic 16 Overnight Index Swap(OIS) Discounting

Topic 17 Volatility Smiles

B.Credit Risk

B.信用风险

Topic 18 The Credit Decision

Topic 19 The Credit Analyst

Topic 20 Default Risk:Quantitative Methodologies

Topic 21 Credit Risks and Credit Derivatives

Topic 22 Credit and Counterparty Risk

Topic 23 Spread Risk and Default Intensity Models

Topic24Portfolio Credit Risk

Topic 25 Structured Credit Risk

Topic 26 Defining Counterparty Credit Risk

Topic 27 The Evolution of Stress Testing Counterparty Exposures

Topic 28 Netting,Compression,Resets,and Termination Features

Topic 29 Collateral

Topic 30 Central Counterparties

Topic 31Credit Exposure

Topic 32 Default Probability,Credit Spreads and Credit Derivatives

Topic 33 Credit Value Adjustment(CVA)

Topic 34 Wrong-Way Risk

Topic 35 Credit Scoring and Retail Credit Risk Management

Topic 36 The Credit Transfer Markets and Their Implications
Topic 37 An Introduction to Securitization

Topic 38 Understanding the Securitization of Subprime Mortgage Credit

C.Operational Risk

C.操作风险

Topic 39 Principles for the Sound Management of Operational Risk

Topic 40 Enterprise Risk Management:Theory and Practice

Topic 41 Observations on Developments in Risk Appetite Frameworks and IT Infrastructure

Topic 42 Operational Risk Data and Governance

Topic 43 External Loss Data

Topic 44 Capital Modeling

Topic 45 Validating Rating Models

Topic 46 Model Risk


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  1. CONNECT:[ UseTime:0.000916s ] mysql:host=127.0.0.1;port=3306;dbname=no_67808;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001423s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000663s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000649s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001317s ]
  6. SELECT * FROM `set` [ RunTime:0.000528s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001455s ]
  8. SELECT * FROM `article` WHERE `id` = 466395 LIMIT 1 [ RunTime:0.001099s ]
  9. UPDATE `article` SET `lasttime` = 1770581912 WHERE `id` = 466395 [ RunTime:0.038317s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.000695s ]
  11. SELECT * FROM `article` WHERE `id` < 466395 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001262s ]
  12. SELECT * FROM `article` WHERE `id` > 466395 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001095s ]
  13. SELECT * FROM `article` WHERE `id` < 466395 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002720s ]
  14. SELECT * FROM `article` WHERE `id` < 466395 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.030329s ]
  15. SELECT * FROM `article` WHERE `id` < 466395 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.006412s ]
0.262516s