lisbon, november 17th 2010. “the black swan markets conference” pestana palace

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Page 1: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace
Page 2: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Lisbon, November 17th 2010.

“The Black Swan Markets Conference”

Pestana Palace

Page 3: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Company’s Key Facts.Asset Management Theory.Portuguese Asset Management: Theory in

Practice?

Presentation Overview

Page 4: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

PA Gestão de Patrimónios SA (Asset Management)- Based in the city of Porto- Regulated by Banco de Portugal (Licence number 223)- Regulated by CMVM (Licence number 273)

Company Financials (as of September 30th 2010): - Shareholders’ Equity = 6.2 Million Euros- Debt-to-Equity Ratio = 2 %

Major shareholders: PA SGPS SA (owns 51%), which in turn is 76% owned by Mr. Pedro Arroja.

PA’s Corporate Structure

Page 5: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Pedro Arroja, Founder and Chief Research Officer; PhD in Economics, Carleton University (Canada).

Ricardo Arroja, Investment Officer; B.S. in Business Administration, Universidade do Porto.

Fátima Pereira, Compliance Officer; B.S. in Law, Universidade Lusíada.

PA’s Key People

Page 6: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Goal?Which Assets?Which Mix of Assets?

Asset Management: Theory

Page 7: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Goal?

Long term, inflation adjusted, preservation and accumulation of wealth.

Asset Management: Theory

Page 8: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Asset Management: Inflation

Page 9: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Which Assets?

Traditional Assets: Equities, Long and Short Term Sovereign Debt;

Alternative Assets: Real Assets (Real Estate and Commodities), Managed Accounts (or Hedge Funds) and Private Equity.

Asset Management: Theory

Page 10: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Asset Management: Equities

Page 11: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Asset Management: LT Sov Debt

Page 12: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Asset Management: ST Sov Debt

Page 13: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Long term Inflation rates are proxies for Real Estate’s and Commodity’s Compound Annual Growth Rates.

Asset Management: Real Assets

Source: Dimson, Elroy and Staunton, ABN Amro/LBS

Page 14: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Which Mix of Assets?

Asset Management: Theory

Page 15: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Typical Asset Mix in Portugal;Asset Management Companies: Typical Business Plan; Alternative Business Plan.

Asset Management: Portugal

Page 16: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Typical Asset Mix in Portugal

Page 17: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Banks’ Private banking divisions and “Gestoras de Patrimónios” (Asset Management companies);

Typical Business Plan: Overall, portfolios are highly geared towards low risk/low return traditional asset classes.

Typical Business Plan

Page 18: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

PA Gestão de Patrimónios SA:

Alternative Business Plan: Overall, portfolios are geared towards the Yale’s asset class diversification model, with a special emphasis on Managed Accounts and actively managed Long and Short trading strategies.

Alternative Business Plan

Page 19: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Quantitatively Driven: Trading models are based on Statistics and Econometric algorithms (but NOT High Frequency Trading);

PA’s Core Trading Theme: Most short term market fluctuations are mean-reverting;

PA’s Main Trading Instruments: Equity Index Futures, Bond Futures, Commodity Futures and FX Futures.

PA: Managed Accounts and Trading Philosophy

Page 20: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Market: S&P500. Inputs: Daily Highs and Lows; Nature: Counter-trend; Buy/Sell Signals: Four day periods, including one

price expansion and three price contractions; Specific Features: “Slow and Steady”, High

Probability, Low Turnover model, currently still being back-tested.

Price expansion/contraction (Model 3AB)

Page 21: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

“Back Testing”

Page 22: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

“Back Testing”

Page 23: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Market: Dow Jones Industrials Average’s (individual stock components).

Inputs: Daily Highs and Lows; Nature: Counter-trend; Buy/Sell Signals: Two day periods, including two

price contractions; Specific Features: “Slow and Steady”, High

Probability, Low Turnover model.

Price expansion/contraction (Model AA)

Page 24: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

“Back Testing”

Page 25: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

“Back Testing”

Page 26: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Market: Nasdaq-100. Inputs: Daily % Change; Nature: Counter-trend; Buy/Sell Signals: Weekly deviations to the mean; Specific Features: “Fast and Furious”,

HighTurnover, Low Probability model

Price expansion/contraction (Model SJ)

Page 27: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

“Back Testing”

Page 28: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

“Back Testing”

Page 29: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Market: S&P500. Inputs: US Economic Data; Nature: Trend Following (*); Buy/Sell Signals: Economic Estimates versus

Actual Data; Specific Features: “Fast and Furious”, High

Turnover, Low Probability model.

Macro Model

Page 30: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

“Back Testing”

Page 31: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

“Back Testing”

Page 32: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Position Sizing and Recommended Leverage:

1) Model’s t-stat or;

2) Trading Instrument’s Confidence Intervals at the 99% confidence level.

Risk Management

Page 33: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

We believe that in the long run investors benefit by adopting a more diversified (out-of-bonds) portfolio, subject to proper due diligence.

We know that statiscally driven trading models can be successfull if given the time to consistently implement a well tested method.

Conclusions

Page 34: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Thank you very much for your time!

Page 35: Lisbon, November 17th 2010. “The Black Swan Markets Conference” Pestana Palace

Contacts

Avenida de Montevideu, 282, 4150-516 Porto.

Phone: (+351) 226165220

Fax: (+351) 226165229

Webpage: www.pedroarroja.com

Email: [email protected]