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How to run a market beating
systematic stock portfolio
in only a few hours per year
The ‘NAPS’ Portfolio
The following pages within this document have been produced by Stockopedia Ltd ("Stockopedia") for marketing purposes only. All rights
regarding these pages are reserved. It is not for general circulation.
Stockopedia is a subscription-based data & screening web service for self directed individuals who have an adviser and/or are comfortable
making their own decisions. Use of our data is subject to express Terms of Service. This service is intended to be used and must be used for
informational purposes only. Our Stock Reports and screens are based on underlying data from other suppliers including Thomson Reuters which
is believed but not guaranteed to be accurate. Any figures cited are subject to change or possible correction. If we are notified of a possible
error, we will endeavour to notify our supplier of this issue, although we cannot be certain that they will be willing to correct the error identified.
Any forward looking information is based on the Consensus Analyst Estimate as defined by Thomson Reuters and is subject to their assumptions
but does not involve subjective judgement by Stockopedia.
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receiving of financial, tax or legal advice. None of our content constitutes or should be understood as constituting a recommendation to enter in
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recommendations or views as to whether a stock or investment approach is suited to the financial needs of a specific individual.
It is very important to do your own analysis before making any investment based on your own personal circumstances. You should take
independent financial advice from a professional in connection with or independently research and verify any information you find in this
presentation. Accordingly we will not be liable, whether in contract, tort (including negligence) or otherwise, in respect of any damage, expense
or other loss you may suffer arising out of such information or any reliance you may place upon such information.
We would like to draw your attention to the following important investment warnings:
- The value of shares and investments and the income derived from them can go down as well as up
- Investors may not get back the amount they invested
- Past performance is not a guide to future performance
Please note that all data in this document is historic and dated when this document went to print: 20th July 2017
Disclaimer
Webinar Agenda
• Background behind NAPS & Factor Investing
• NAPS Portfolio Review
• What are the NAPS? Performance YTD, standout winners & losers.
• Philosophy of the StockRanks, Diversification & Rebalancing.
• How to construct a NAPS / StockRank Portfolio
• Demonstration using the StockRanks portal, Folios, Screener.
• Q&A
Ed Page Croft, CFA
Co-Founder & CEO Stockopedia.com
Oxford Scholar, ex-Goldman Sachs Private Clients.
Why this matters to me?
My Portfolio in 2007
• Had quadrupled over 4 years
• Concentrated in 5 stocks
• Mostly in two ‘sectors’ - China & Cleantech
“My biggest holding will quintuple by
Christmas!”
Factor Investing
“Factors are the broad, persistent forces that have historically
driven returns of stocks, bonds and other assets.
“Factor investing leverages advances in data and technology to
deliberately seek these historical return drivers in portfolios.
“Understanding how factors work can help you capture their potential for
excess return and reduced risk, just as leading institutional investors
and active fund managers have done for decades.”
“Today, data and technology have democratized factor investing to
give all investors access to these historically persistent drivers of return.”
Impact
2015 2016
FTSE All Share Portfolio
2015 2016
NAPS Portfolio Returns
1. No broker, newsletter or press tips read.
2. No bulletin boards trawled.
3. No company managers met.
4. No company accounts / results analysed.
How was this done?
1 hour per year
using the StockRanks
based on the principles
of factor-investing
How was this done?
Selection Rules
• Rank by descending StockRank
• Exclude small & hard to trade shares
• Market Capitalisation > £50m
• Bid-Ask Spread < 5%
• 2 stocks from each sector
The NAPS
1. 2015 NAPS Portfolio / 2015 SNAPS Portfolio
2. 2016 NAPS Portfolio / 2016 SNAPS Portfolio
3. 2017 NAPS Portfolio / 2013-2017 Studies
A “Nap Hand" is a declaration that
you can take all 5 tricks - so it's only
ever used when you've got very
strong odds.Card Game “Napoleon”
Winners vs Losers 2015
Winners vs Losers 2016
*by June 30th 2017
Winners vs Losers 2017*
Breakdown
A philosophy
not a prescription
1. Manage the Monkey
2. Align with the Payoffs
3. Give every stock a role
4. Keep your balance
Rules
QVM Factors
Diversify
Rebalance
Four Principles
for Stock Market Success
1. Manage the Monkey
Apply a rules-based process to
avoid self-defeating mistakes
https://www.youtube.com/watch?v=K174mUaSV4U
Managing the Monkey
“The evidence is clear: quant models
usually provide a ceiling from which we
detract performance rather than a floor on
which we can build performance. We tend to
overweight our own opinions relative to those
of the models.
James Montier
2. Align with the Payoffs
Select stocks exposed to
key drivers of return
Quality Value
Momentum
Quality
beats
Junk
Cheap
beats
expensive
Leaders
beat
laggards
Good Cheap
Improving
“Super”
Stocks
Junk Expensive
Deteriorating
Sucker
Stocks
Quality
Value
Momentum
StockRank TM
78
27
97
80
What is the StockRank?
Every stock in the market ranked against all the
others for three proven, historical drivers of return.
100
StockRank
TM
75
What is the StockRank?
Ranked as percentiles between 0 (worst) and 100 (best)
“Good, cheap, strong”
“Junk, expensive, weak”0
StockRank Performance
Top Ranked
+120%
Bottom
-49%
* Based on quarterly rebalanced portfolios of >£10m market capitalisation LSE listed stocks split into deciles according to StockRank.
2014 2015 20162013 2017
Average annual percentage of stocks with positive returns (winners)
versus percentage of stocks with negative returns (losers) in each StockRank decile since launch in April 2013 (by Nov 2015).
stk.pe/stockrank-odds
Hit rate of picking winners
Nobody likes buying cheap stocks (problems)
Nobody likes buying good stocks (boring)
Nobody likes buying leading stocks (scary)
It’s contrary to human nature
Why are high StockRank
shares often underpriced?
StockRanks Webinar
http://stk.pe/webinar-stockranks
3. Give each stock a role
Diversifying a portfolio across
sectors, size groups & styles
Diversification
1. How many stocks?
“Diversification is a hedge
for ignorance”
Warren Buffett
The most dangerous quote in finance?
Random 5 stock portfolios
StockRank 90+
*Portfolios of 5 LSE stocks >£10m market cap held since inception.
stk.pe/how-many-stocks
Random 15 stock portfolios
StockRank 90+
*Portfolios of 5 LSE stocks >£10m market cap held since inception.
stk.pe/how-many-stocks
Random 25 stock portfolios
StockRank 90+
*Portfolios of 5 LSE stocks >£10m market cap held since inception.
stk.pe/how-many-stocks
“If you are doing a limited amount of
work on individual stocks or no work at
all like most investors, diversifying with
20 or 30 stocks is most definitely the
right plan for you.”
Joel Greenblatt
Author, Columbia Lecturer, Gotham Capital
How many stocks?
2015 2016
How many stocks?
2015 2016
• Aim to build up to 20+ stocks
• Bear in mind costs & size
How many stocks to own?
stk.pe/folio-breadth
Diversification
2. Across classifications
Several ways to diversify
Sector
Size
Style
Across Financials, Energy, Technology etc
Across market cap from Small to Large
Across High Flyers, Contrarian, Turnarounds etc
Region
Across countries and regions
Risk
Across volatility from Conservative to Speculative
Sector Classification
TRBC - A simple but effective sector classification schema
Sector Classification
10 Economic Sectors
• Energy
• Basic Materials
• Industrials
• Consumer - cyclical
• Consumer - defensive
• Financials
• Healthcare
• Technology
• Telecoms
• Utilities
stk.pe/trbc-sectors
2015 2016
Why diversify across sectors ?
2015 2016
Why diversify across sectors ?
Risk/Style Webinar
https://www.youtube.com/watch?v=gw0E9Y42sEI
4. Keeping your Balance
Rebalancing a portfolio to
maintain factor exposures
How much to buy in each position?
In an uncertain situation with many alternatives…
• Avoid overconfidence
• Keep it simple stupid
Should I buy more in my favourite positions?
Should I use mean-variance optimisation?
Equal Weighted Position Sizes
£100,000 / 20 = £5,000 in each position.
Portfolio Size / Number of positions = Weight
e.g.
How much to buy in each position?
Why does rebalancing matter?
Exposure to key return drivers drifts.
Share prices drift, fundamentals & estimates change.
Quality, Value, Momentum
Why does rebalancing matter?
Why does rebalancing matter?
• TIME - on a fixed schedule
i.e. once per year, or a quarter ever quarter
• THRESHOLD - on big moves
i.e. when weights, rankings or classifications drift
When to rebalance a portfolio?
JanJun
Semi annual
Annual
More frequent… more return, higher cost!
Buy here
Time based rebalancing
On a fixed schedule
• Frequency depends on:
• Account Tax Status (avoid CGT in ISA/SIPP)
• Portfolio Size (large accounts can trade more)
• Frictional trading cost (small caps expensive)
stk.pe/cost-worksheet
Time based rebalancing
Threshold based rebalancing
How to minimise the cost of rebalancing?
Commission + Bid-Ask Spread + Stamp Duty*
£12 + 1% + 0.5%*
20 positions purchased £240 + 1.5%
*only on purchases
Crazy to do a full rebalance too often!
Annual rebalancing is ok for most private investors.
How to minimise the cost of rebalancing?
Ad-hoc or semi-annual rebalancing suggestions:
1. Replace big ranking movers.
2. Replace poor performers.
i) Opportunity Cost of holding onto losers.
ii) Stop Losses can trigger sales.
3. Rebalance at position weight thresholds.
Do not trigger un-necessary cost.
“Rebalancing is the simplest,
and yet one of the most
powerful, ways of buying low
and selling high”
Andrew Ang
Professor of Business, Columbia Business School
Author: “Asset Management,
A systematic approach to factor investing”
2015 2016
All the Portfolios
Building a Portfolio
What are the NAPs?
• Rank by descending StockRank
• Exclude small & hard to trade shares
• Market Capitalisation > £20m
• Bid-Ask Spread < 5%
• 2 stocks from each sector
A portfolio of shares selected according to the
following simple rules.
• No more than 1 in each industry group
• Size diversification - at least:
• 6 small caps
• 6 mid caps
• 6 large caps
• No Microcaps !
New 2016 Rules
Some additional anti-risk measures brought in
in 2016
Community Results
Two Vocal Subscribers
Mechanical Bull http://stk.pe/mechbull
GrinderTrader stk.pe/grinder-trader
25% annualised over 3 years
38 per cent in first year
Two of the most vocal StockRank systematic ‘farmers’
with their remarkable success stories to date.
Community NAPS Feedback
Dozens of successful advocates - many of them on this webinar.
• Average 14% annualised returns (as of Jan 2017)
• Mostly UK, 16% European, 11% USA.
• 24% are using Stop Losses
• Between 8 and 42 stocks in each portfolio.
• 2/3 even sector distribution. 1/3 uneven.
• 24% annual rebalancing, 27% semi-annual, rest ad-hoc.
Variations - Buy Rules
Must be paying a dividend yield >2%
“I include other factors - PEG, ROCE etc”
“I use QM not QVM”, “I don’t use V”
Moderate Debt levels
“Do not buy stocks with Debt > 75%”
Variations - Diversification
“If no 90+ UK stocks I use other regions”
“I find that fewer stocks works better than many.
My 2017 portfolio may be only 5 stocks.”
“I ignore utilities and financials completely”
“Use other factors to diversify instead of sector”
Variations - Stop Loss
“Rigorously apply a 7-10% stop loss.”
“If I had included a stop loss of say 10% I
would have made a small profit so far rather
than a loss.”
“Sell when StockRank falls below 80.”
“A 20% stop loss is better for psychology.
Variations - Rebalancing
“Will consider rebalancing on major moves.”
“Ride the winners and quickly cut the losing
stocks.”
“I rebalance when price reaches my target.”
“I top sliced when > 40% gain”
Emotional Brakes
“Even in a mechanical portfolio I still get
emotional attachment to shares. e.g. when IG
design, which has been a large winner in my
portfolio met my sell rules.”
“Emotional restraint matters. I sold Indivior in
breach of my own rules after it had declined in
value, and then missed out on a prolonged
upswing.”
Concentration vs Leverage
There are 2 ways to increase returns:
1. Concentrate in just a few stocks (get lucky)
2. Diversify and add Leverage (get smart)
stk.pe/concentration-vs-leverage
Managing leverage risk is easier than managing concentration risk !
Getting Started
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Take a 14 day free trial
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Building a systematic stock portfolio in only a few hours per year

  • 1. How to run a market beating systematic stock portfolio in only a few hours per year The ‘NAPS’ Portfolio
  • 2. The following pages within this document have been produced by Stockopedia Ltd ("Stockopedia") for marketing purposes only. All rights regarding these pages are reserved. It is not for general circulation. Stockopedia is a subscription-based data & screening web service for self directed individuals who have an adviser and/or are comfortable making their own decisions. Use of our data is subject to express Terms of Service. This service is intended to be used and must be used for informational purposes only. Our Stock Reports and screens are based on underlying data from other suppliers including Thomson Reuters which is believed but not guaranteed to be accurate. Any figures cited are subject to change or possible correction. If we are notified of a possible error, we will endeavour to notify our supplier of this issue, although we cannot be certain that they will be willing to correct the error identified. Any forward looking information is based on the Consensus Analyst Estimate as defined by Thomson Reuters and is subject to their assumptions but does not involve subjective judgement by Stockopedia. We are not regulated by the Financial Conduct Authority. Stockopedia is not a broker/dealer, and we are not in the business of the giving or receiving of financial, tax or legal advice. None of our content constitutes or should be understood as constituting a recommendation to enter in any securities transactions or to engage in any of the investment strategies discussed in our content. We do not provide personalised recommendations or views as to whether a stock or investment approach is suited to the financial needs of a specific individual. It is very important to do your own analysis before making any investment based on your own personal circumstances. You should take independent financial advice from a professional in connection with or independently research and verify any information you find in this presentation. Accordingly we will not be liable, whether in contract, tort (including negligence) or otherwise, in respect of any damage, expense or other loss you may suffer arising out of such information or any reliance you may place upon such information. We would like to draw your attention to the following important investment warnings: - The value of shares and investments and the income derived from them can go down as well as up - Investors may not get back the amount they invested - Past performance is not a guide to future performance Please note that all data in this document is historic and dated when this document went to print: 20th July 2017 Disclaimer
  • 3. Webinar Agenda • Background behind NAPS & Factor Investing • NAPS Portfolio Review • What are the NAPS? Performance YTD, standout winners & losers. • Philosophy of the StockRanks, Diversification & Rebalancing. • How to construct a NAPS / StockRank Portfolio • Demonstration using the StockRanks portal, Folios, Screener. • Q&A
  • 4. Ed Page Croft, CFA Co-Founder & CEO Stockopedia.com Oxford Scholar, ex-Goldman Sachs Private Clients.
  • 6. My Portfolio in 2007 • Had quadrupled over 4 years • Concentrated in 5 stocks • Mostly in two ‘sectors’ - China & Cleantech “My biggest holding will quintuple by Christmas!”
  • 7. Factor Investing “Factors are the broad, persistent forces that have historically driven returns of stocks, bonds and other assets. “Factor investing leverages advances in data and technology to deliberately seek these historical return drivers in portfolios. “Understanding how factors work can help you capture their potential for excess return and reduced risk, just as leading institutional investors and active fund managers have done for decades.” “Today, data and technology have democratized factor investing to give all investors access to these historically persistent drivers of return.”
  • 9. 2015 2016 FTSE All Share Portfolio
  • 11. 1. No broker, newsletter or press tips read. 2. No bulletin boards trawled. 3. No company managers met. 4. No company accounts / results analysed. How was this done?
  • 12. 1 hour per year using the StockRanks based on the principles of factor-investing How was this done?
  • 13. Selection Rules • Rank by descending StockRank • Exclude small & hard to trade shares • Market Capitalisation > £50m • Bid-Ask Spread < 5% • 2 stocks from each sector
  • 14. The NAPS 1. 2015 NAPS Portfolio / 2015 SNAPS Portfolio 2. 2016 NAPS Portfolio / 2016 SNAPS Portfolio 3. 2017 NAPS Portfolio / 2013-2017 Studies A “Nap Hand" is a declaration that you can take all 5 tricks - so it's only ever used when you've got very strong odds.Card Game “Napoleon”
  • 17. *by June 30th 2017 Winners vs Losers 2017*
  • 19. A philosophy not a prescription
  • 20. 1. Manage the Monkey 2. Align with the Payoffs 3. Give every stock a role 4. Keep your balance Rules QVM Factors Diversify Rebalance Four Principles for Stock Market Success
  • 21. 1. Manage the Monkey Apply a rules-based process to avoid self-defeating mistakes
  • 23. “The evidence is clear: quant models usually provide a ceiling from which we detract performance rather than a floor on which we can build performance. We tend to overweight our own opinions relative to those of the models. James Montier
  • 24. 2. Align with the Payoffs Select stocks exposed to key drivers of return
  • 28. Quality Value Momentum StockRank TM 78 27 97 80 What is the StockRank? Every stock in the market ranked against all the others for three proven, historical drivers of return.
  • 29.
  • 30. 100 StockRank TM 75 What is the StockRank? Ranked as percentiles between 0 (worst) and 100 (best) “Good, cheap, strong” “Junk, expensive, weak”0
  • 31. StockRank Performance Top Ranked +120% Bottom -49% * Based on quarterly rebalanced portfolios of >£10m market capitalisation LSE listed stocks split into deciles according to StockRank. 2014 2015 20162013 2017
  • 32. Average annual percentage of stocks with positive returns (winners) versus percentage of stocks with negative returns (losers) in each StockRank decile since launch in April 2013 (by Nov 2015). stk.pe/stockrank-odds Hit rate of picking winners
  • 33. Nobody likes buying cheap stocks (problems) Nobody likes buying good stocks (boring) Nobody likes buying leading stocks (scary) It’s contrary to human nature Why are high StockRank shares often underpriced?
  • 35. 3. Give each stock a role Diversifying a portfolio across sectors, size groups & styles
  • 37. “Diversification is a hedge for ignorance” Warren Buffett The most dangerous quote in finance?
  • 38. Random 5 stock portfolios StockRank 90+ *Portfolios of 5 LSE stocks >£10m market cap held since inception. stk.pe/how-many-stocks
  • 39. Random 15 stock portfolios StockRank 90+ *Portfolios of 5 LSE stocks >£10m market cap held since inception. stk.pe/how-many-stocks
  • 40. Random 25 stock portfolios StockRank 90+ *Portfolios of 5 LSE stocks >£10m market cap held since inception. stk.pe/how-many-stocks
  • 41. “If you are doing a limited amount of work on individual stocks or no work at all like most investors, diversifying with 20 or 30 stocks is most definitely the right plan for you.” Joel Greenblatt Author, Columbia Lecturer, Gotham Capital
  • 44. • Aim to build up to 20+ stocks • Bear in mind costs & size How many stocks to own? stk.pe/folio-breadth
  • 46. Several ways to diversify Sector Size Style Across Financials, Energy, Technology etc Across market cap from Small to Large Across High Flyers, Contrarian, Turnarounds etc Region Across countries and regions Risk Across volatility from Conservative to Speculative
  • 47. Sector Classification TRBC - A simple but effective sector classification schema
  • 48. Sector Classification 10 Economic Sectors • Energy • Basic Materials • Industrials • Consumer - cyclical • Consumer - defensive • Financials • Healthcare • Technology • Telecoms • Utilities stk.pe/trbc-sectors
  • 49. 2015 2016 Why diversify across sectors ?
  • 50. 2015 2016 Why diversify across sectors ?
  • 52. 4. Keeping your Balance Rebalancing a portfolio to maintain factor exposures
  • 53. How much to buy in each position? In an uncertain situation with many alternatives… • Avoid overconfidence • Keep it simple stupid Should I buy more in my favourite positions? Should I use mean-variance optimisation? Equal Weighted Position Sizes
  • 54. £100,000 / 20 = £5,000 in each position. Portfolio Size / Number of positions = Weight e.g. How much to buy in each position?
  • 55. Why does rebalancing matter? Exposure to key return drivers drifts. Share prices drift, fundamentals & estimates change. Quality, Value, Momentum
  • 58. • TIME - on a fixed schedule i.e. once per year, or a quarter ever quarter • THRESHOLD - on big moves i.e. when weights, rankings or classifications drift When to rebalance a portfolio?
  • 59. JanJun Semi annual Annual More frequent… more return, higher cost! Buy here Time based rebalancing On a fixed schedule
  • 60. • Frequency depends on: • Account Tax Status (avoid CGT in ISA/SIPP) • Portfolio Size (large accounts can trade more) • Frictional trading cost (small caps expensive) stk.pe/cost-worksheet Time based rebalancing
  • 62. How to minimise the cost of rebalancing? Commission + Bid-Ask Spread + Stamp Duty* £12 + 1% + 0.5%* 20 positions purchased £240 + 1.5% *only on purchases Crazy to do a full rebalance too often! Annual rebalancing is ok for most private investors.
  • 63. How to minimise the cost of rebalancing? Ad-hoc or semi-annual rebalancing suggestions: 1. Replace big ranking movers. 2. Replace poor performers. i) Opportunity Cost of holding onto losers. ii) Stop Losses can trigger sales. 3. Rebalance at position weight thresholds. Do not trigger un-necessary cost.
  • 64. “Rebalancing is the simplest, and yet one of the most powerful, ways of buying low and selling high” Andrew Ang Professor of Business, Columbia Business School Author: “Asset Management, A systematic approach to factor investing”
  • 65. 2015 2016 All the Portfolios
  • 67. What are the NAPs? • Rank by descending StockRank • Exclude small & hard to trade shares • Market Capitalisation > £20m • Bid-Ask Spread < 5% • 2 stocks from each sector A portfolio of shares selected according to the following simple rules.
  • 68. • No more than 1 in each industry group • Size diversification - at least: • 6 small caps • 6 mid caps • 6 large caps • No Microcaps ! New 2016 Rules Some additional anti-risk measures brought in in 2016
  • 70. Two Vocal Subscribers Mechanical Bull http://stk.pe/mechbull GrinderTrader stk.pe/grinder-trader 25% annualised over 3 years 38 per cent in first year Two of the most vocal StockRank systematic ‘farmers’ with their remarkable success stories to date.
  • 71. Community NAPS Feedback Dozens of successful advocates - many of them on this webinar. • Average 14% annualised returns (as of Jan 2017) • Mostly UK, 16% European, 11% USA. • 24% are using Stop Losses • Between 8 and 42 stocks in each portfolio. • 2/3 even sector distribution. 1/3 uneven. • 24% annual rebalancing, 27% semi-annual, rest ad-hoc.
  • 72. Variations - Buy Rules Must be paying a dividend yield >2% “I include other factors - PEG, ROCE etc” “I use QM not QVM”, “I don’t use V” Moderate Debt levels “Do not buy stocks with Debt > 75%”
  • 73. Variations - Diversification “If no 90+ UK stocks I use other regions” “I find that fewer stocks works better than many. My 2017 portfolio may be only 5 stocks.” “I ignore utilities and financials completely” “Use other factors to diversify instead of sector”
  • 74. Variations - Stop Loss “Rigorously apply a 7-10% stop loss.” “If I had included a stop loss of say 10% I would have made a small profit so far rather than a loss.” “Sell when StockRank falls below 80.” “A 20% stop loss is better for psychology.
  • 75. Variations - Rebalancing “Will consider rebalancing on major moves.” “Ride the winners and quickly cut the losing stocks.” “I rebalance when price reaches my target.” “I top sliced when > 40% gain”
  • 76. Emotional Brakes “Even in a mechanical portfolio I still get emotional attachment to shares. e.g. when IG design, which has been a large winner in my portfolio met my sell rules.” “Emotional restraint matters. I sold Indivior in breach of my own rules after it had declined in value, and then missed out on a prolonged upswing.”
  • 77. Concentration vs Leverage There are 2 ways to increase returns: 1. Concentrate in just a few stocks (get lucky) 2. Diversify and add Leverage (get smart) stk.pe/concentration-vs-leverage Managing leverage risk is easier than managing concentration risk !
  • 79. Not a subscriber yet? Take a 14 day free trial No credit card details needed www.stockopedia.com/r/naps2017/