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Data-Driven Portfolio Analysis: Key Metrics and Considerations Luther Yost Product Owner - Performance & Pricing

Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

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Page 1: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

Data-Driven Portfolio Analysis:Key Metrics and Considerations

Luther YostProduct Owner - Performance & Pricing

Page 2: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

Objectives

• Assess the relationship between your portfolio returns and benchmark returns

• Understand how individual and group security returns andcontributions relate to the overall return for a portfolio

• Use analytics values to project the future performance of securities

• Understand what value at risk (VaR) represents for possible future variation in the market value of your portfolio

Page 3: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

PerformancePortfolio vs. Benchmark

Page 4: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

Portfolio vs. Benchmark

• Basic comparison of returns and excess returns

• Use of assigned (strategic) index vs. weighted average index

• Questioning how well portfolio and benchmark returns correlate

» Assessing relationship using R-squared and Beta

Page 5: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

Polling Question #1

Page 6: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price
Page 7: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

PerformanceSecurity Returns vs. Portfolio Return

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Security Returns vs. Portfolio Return

• Returns for securities and groupings of securities

• Non-intuitive values vs. account return value

• Contributions for securities and groupings of securities

• Sum of values vs. account return value

Page 9: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

Polling Question #2

Page 10: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price
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AnalyticsYield and Duration vs. Option-Adjusted Spread

Page 12: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

Yield and Duration vs. Option-Adjusted Spread

• Yield – what is expected for future performance

• Duration – how interest rate changes could affect yield

• Option-adjusted spread – how the yield stacks up to the risk-free curve

• Compare individual securities, analyze averages, filter for unusual values, and set compliance rules

Page 13: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

Polling Question #3

Page 14: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price
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VaR (Value at Risk)Price Variability vs. Portfolio Market Value

Page 16: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

Price Variability vs. Portfolio Market Value

• Based on recent price history for every security in portfolio

• VaR for portfolio’s securities combined using correlations

• Estimate for next day, week, month, quarter, or year

• Estimate at 95%, 99%, or 99.5% confidence

Page 17: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

Polling Question #4

Page 18: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price
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QUESTIONS?

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• Take the post-session survey in the Clearwater Events app

• Take the Clearwater Client Benchmark Survey in room 440 and earn Clearwater swag.

• Don’t miss the Monday networking reception from 4:30 to 6:30 p.m.

• Resources:

» For more about Clearwater’s VaRmodel and capability, go to the Clearwater platform and select Help Portal > User Guides & Videos > Risk > VaR User Guide.

Reminders