1. INVESTMENT PERFORMANCE EVALUATION WEALTH MANAGEMENT CERTIFICATION PROGRAM Module 02: Investment & Portfolio Management Facilitator Prof. Dr. Sukmawati Sukamulja

2. Objectives To outline the issues involved in measuring portfolio performance, including the problems that remain. To present Chartered Financial Analyst (CFA) Institute new presentation standards, and develop well-known measures of return consistent with these standards. To develop and illustrate the three composite measures of portfolio performance. To consider other important issues, such as performance attribution.

3. How Should Portfolio Performance Be Evaluated? “Bottom line” issue in investing Is the return after all expenses adequate compensation for the risk? What changes should be made if the compensation is too small? Performance must be evaluated before answering these questions

4. Considerations Without knowledge of risks taken, little can be said about performance –Intelligent decisions require an evaluation of risk and return –Risk-adjusted performance best Relative performance comparisons –Benchmark portfolio must be legitimate alternative that reflects objectives

5. Considerations Evaluation of portfolio manager or the portfolio itself? –Portfolio objectives and investment policies matter Constraints on managerial behavior affect performance How well-diversified during the evaluation period? –Adequate return for diversifiable risk?

6. Factors to Consider in Evaluating Portfolio Performance Differential Risk Levels –Investing is always a two-dimensional process with risk and return. –Both should be evaluated to make intelligent decision. –To evaluate portfolio performance properly, we must determine whether the returns are high enough given risk involved (risk adjusted).

7. Differential Time Periods –The time element must be adjusted if valid performance of portfolio results is to be obtained.

8. Factors to Consider in Evaluating Portfolio Performance Appropriate Benchmarks –Comparing the returns obtained on the portfolio being evaluated with the returns that could have been obtained form a comparable alternative. –The benchmark portfolio must be legitimate alternative that accurately reflects the objectives of the portfolio being evaluated.

9. Factors to Consider in Evaluating Portfolio Performance Constraints on Portfolio Managers –In evaluating portfolio manager rather than the portfolio itself, an investor should consider the objectives set by (or for) the manager and any constrains under which he/she must operate.

10. –It is imperative to recognize the importance of the investment policy statement pursued by portfolio manager in determining the portfolio result. In many cases, the investment policy determines the return and/or the risk of the portfolio.

11. Factors to Consider in Evaluating Portfolio Performance Other Considerations –It is essential to determine how weal diversified the portfolio was during the evaluation period, because as we know diversification can reduce portfolio risk. –New source of information and new techniques to asses the actual performance of portfolio relative to one or more alternatives.

12. CFA Institute Standards Minimum standards for reporting investment performance Standard objectives: –Promote full disclosure in reporting –Ensure uniform reporting to enhance comparability Requires the use of total return to calculate performance

13. CFA Institute Performance Presentation Standards 1.Total return – must be used to calculate performance. 2.Accrual accounting – use accrual, not cash, accounting except for dividends and for periods before 1993.

14. 3.Time-weighted rates of return – to be used on at least a quarterly basis and geometric linking of period returns. 4.Cash and cash equivalents – to be included in composite returns.

15. 5.All portfolio included – all actual discretionary portfolio are to be included in at least one composite. 6.No linked of simulated portfolio with actual performance. 7.Asset-weighting of composites – beginning of period values to be used. 8.Addition of new portfolio – to be added to a composite after the start of the next measurement period.

16. 9.Exclusion of terminated portfolios – excluded from all period after the period in place. 10.No restatement of composite result – after a firm’s reorganization. 11.No portability of portfolio results. 12.All cost deducted – subtracted from gross performance. 13.10-year performance record – minimum period to be presented. 14.Recent annual returns for all years.

17. Return Measures Change in investor’s total wealth over an evaluation period (V E - V B ) / V B V E =ending portfolio value V B =beginning portfolio value Assumes no funds added or withdrawn during evaluation period –If not, timing of flows important

18. Return Measures Dollar-weighted returns –Captures cash flows during the evaluation period –Equivalent to internal rate of return –Equates initial value of portfolio (investment) with cash inflows or outflows and ending value of portfolio –Cash flow effects make comparisons to benchmarks inappropriate

19. Return Measures Time-weighted returns –Captures cash flows during the evaluation period and permits comparisons with benchmarks –Calculate a return relative for each time period defined by a cash inflow or outflow –Use each return relative to calculate a compound rate of return for the entire period

20. Which Return Measure Should Be Used? Dollar- and Time-weighted Returns can give different results –Dollar-weighted returns appropriate for portfolio owners –Time-weighted returns appropriate for portfolio managers No control over inflows, outflows Independent of actions of client CFA Institute requires time-weighted returns

21. Time-Weighted Return (TWR)Dollar-Weighted Return / Internal Rate of Return (IRR) DefinitionTWR is the return produced over time by a fund independent of contributions or withdrawals. IRR is the discount rate that equates the cost of an investment with the cash generated by that investment. Major Differentiator TWR measures the performance of public fund managers. TWR eliminates the impact of the timing of fund cash flows and isolates the portion of a portfolio’s return that is attributable solely to the manager’s actions. TWR is used for public fund managers because they normally do not control cash flowing into or out of their funds. IRR measures the performance of private fund managers. IRR accounts for the timing and magnitude of fund cash flows. IRR is used for private fund managers because they typically exercise a degree of control over the amount and timing of fund cash flows. FormulaAnnual TWR Formula Given Four Quarterly Returns: [(1+R 1 )(1+R 2 )(1+R 3 )(1+R 4 )] – 1 R = Quarterly Return 2-Step Formula to Calculate Annualized IRR from Four Quarterly Cash Flows: (1) Solve the following equation for “X” -CF 0 + CF 1 + CF 2 + … CF 4 = 0 (1+X) 1 (1+X) 2 (1+X) 4 (2) Put “X” in the equation below: (1+X) 4 – 1 = IRR CF = Quarterly Cash Flows

22. Risk Measures Risk differences cause portfolios to respond differently to market changes Total risk measured by the standard deviation of portfolio returns Nondiversifiable risk measured by a security’s beta –Estimates may vary, be unstable, and change over time

23. Risk-adjusted Performance In evaluating portfolio performance, investors should concern on the risk as well as their concern on return of portfolios. Its refer to risk-adjusted performance. Three common measurement of risk adjusted performance: 1. Sharpe Ratio 2. Treynor Ratio 3. Jensen’s Alpha

24. Portfolio Performance Evaluation: Example 1 Port- folio Return (%) Standar Deviation (%) Beta A B C D Market 10.0 12.5 15.0 13.0 15.00 09.50 13.75 11.50 12.00 0,50 1,50 0.75 0.60 1.00 Question: Using risk free rate = 0.08, evaluate each portfolio assets performance using Sharpe & Treynor ratios and Jensen’s Alpha. Use the market portfolio as a benchmark.

25. Sharpe Ratio: Reward-to-variability ratio (RVAR) Benchmark based on the ex post capital market line =Average excess return / total risk Risk premium per unit of risk The higher, the better the performance Provides a ranking measure for portfolios It more suitable for evaluating portfolio rather than individual assets.

26. Portfolio Performance: Sharpe Ratio PortfolioSharpe Ratio(%) D B C A Pasar 0,61 0,47 0,33 0,13 0,42

27. Portfolio Performance: Sharpe Ratio D C Return B Market A 15 10 1510 5 Standard Deviation RF 8 Capital Market Line

28. Treynor ratio: Reward-to-volatilty ratio (RVOL) Distinguishes between total and systematic risk Average excess return / market risk Risk premium per unit of market risk The higher, the better the performance Implies a diversified portfolio. It more flexible for evaluating both portfolio and individual assets.

29. PortfolioTreynor Ratio (%) D C A B Market 11.67 6.00 4.00 3.00 5.00 Portfolio Performance: Treynor Ratio

30. D C Return B Market A 15 10 1,51 0,5 Portfolio’s Beta RFRF 8 Security Market Line Portfolio Performance: Treynor Ratio

31. RVAR or RVOL? Depends on the definition of risk –If total (systematic) risk best, use RVAR (RVOL) –If portfolios perfectly diversified, rankings based on either RVAR or RVOL are the same –Differences in diversification cause ranking differences RVAR captures portfolio diversification

32. Measuring Diversification How correlated are portfolio’s returns to market portfolio? –R 2 from estimation of R pt - RF t =a p +b p [R Mt - RF t ] +e pt –R 2 is the coefficient of determination –Excess return form of characteristic line –The lower the R 2, the greater the diversifiable risk and the less diversified.

33. Jensen’s Alpha The estimated a coefficient in R pt - RF t =a p +b p [R Mt - RF t ] +e pt is a means to identify superior or inferior portfolio performance –CAPM implies a is zero –Measures contribution of portfolio manager beyond return attributable to risk

34. If a >0 (<0,=0), performance superior (inferior, equals) to market, risk-adjusted. For ranking purposes, each asset’s alpha should be divided by its beta coefficient. It more flexible for evaluating both portfolio and individual assets.

35. D` D C Return B Market A 15 10 1,51 0,5 Portfolio’s Beta RF 8 Capital Market Line Portfolio Performance: Jensen’s Alpha

36. Portfolio Performance Evaluation: Example 2 Mutual FundReturn Standard DeviationAlphaBeta A0.120.061.780.70 B0.190.251.012.10 C0.140.111.281.10 Question: Using risk free rate = 0.08, rank the three funds performance using Sharpe & Treynor ratios and Jensen’s Alpha.

37. Mutual Fund Sharpe Ratio Treynor Ratio Jensen’s AlphaRank A0.670.0572.541 B0.440.0520.483 C0.550.0551.162 Mutual Fund Performance: Using Sharpe & Treynor Ratios, and Jensen’s Alpha

38. Measurement Problems Performance measures based on CAPM and its assumptions –Risk less borrowing? –What should market proxy be? If not efficient, benchmark error Global investing increases problem How long an evaluation period? –CFA Institute stipulates a 10 year period

39. Other Evaluation Issues Performance attribution seeks an explanation for success or failure –Analysis of investment policy and asset allocation decision –Analysis of industry and security selection –Benchmark (bogey) selected to measure passive investment results –Differences due to asset allocation, market timing, security selection

40. Thank You..