Top Banner
Data-Driven Portfolio Analysis: Key Metrics and Considerations Luther Yost Product Owner - Performance & Pricing
20

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

Jun 03, 2020

Download

Documents

dariahiddleston
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
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

Page 8: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

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
Page 11: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

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
Page 15: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

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
Page 19: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

QUESTIONS?

Page 20: Data-Driven Portfolio Analysis: Key Metrics and …d1pvbs8relied5.cloudfront.net/resources/user-conference/...Price Variability vs. Portfolio Market Value •Based on recent price

• 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