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Portfolio Management
+ Backtesting
Presenter: Leo Lo 13 Jan 2021
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Which fund do you prefer?
20%
Past one year return
Smart Fund A
150%
Past one year return
Smart Fund B
Time
Return
Time
Return
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Only Return?
-
-
-
-
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Ways to Achieve High Return?
1. Leverage (e.g. Buy option and Future)
2. Long high beta stock (Beta is a measure of a stock's volatility in relation to the overall market.)
3. Long risky assets (High Risk and High Expected Return)
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Leverage
Case 1 : Index increases by 1%
Notional value = 28,000 *HK$50 = HK$1,400,000
Your initial capital : HK$1,400,000 * 10% = HK$140,000
Profit = HK$1,400,000* 1% = HK$14,000
Return = HK$14,000/ HK$140,000= 10%
Assumption
Hang Seng index (HSI) and HSI future moves together in both magnitude and
direction and its current value is the same
HSI Current Index 28,000
Contract Multiplier HK$50 per indexpoint
Current NotionalValue HK$1,400,000
Broker's margin requirement 10% initialmargin requirement 5% maintenancemargin requirement
1
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Case 2 : Index decreases by -1%
Notional value = 28,000 *HK$50 = HK$1,400,000
Your initial capital : HK$1,400,000 * 10% = HK$140,000
Profit = HK$1,400,000 * -1% = HK$14,000
Return = HK$14,000/ HK$140,000= -10%
10X
leverage
Leverage
Assumption
Hang Seng index (HSI) and HSI future moves together in both magnitude and
direction and its current value is the same
HSI Current Index 28,000
Contract Multiplier HK$50 per indexpoint
Current NotionalValue HK$1,400,000
Broker's margin requirement 10% initialmargin requirement 5% maintenancemargin requirement
1
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Ways to Achieve High Return?
1. Leverage (e.g. Buy option and Future)
2. Long high beta stock (Beta is a measure of a stock's volatility in relationto the overall
market.)
3. Long risky assets (High Risk and High Expected Return)
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
High Beta StocksHigh Beta Stocks2
Capital Asset Pricing Model (CAPM)
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Ways to Achieve High Return?
1. Leverage (e.g. Buy option and Future)
2. Long high beta stock (Beta is a measure of a stock's volatility in relation to the overall market.)
3. Long risky assets
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Risky Assets
BITCOIN
(BTC)
Tesla Inc
(TSLA)
S&P
(GSPC_5YR)
Bond_ETF
Volatility: 62%
Very High Risk
Return: 80%
Max. Drawdown: -144%
Volatility: 58%
High Risk
Return: 76%
Max. Drawdown: -86%
Volatility: 19%
Moderate Risk
Return: 15%
Max. Drawdown: -38%
Volatility: 4%
Low Risk
Return: 3%
Max. Drawdown: -6%
3
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Risk is also an Important factor in
Portfolio Management
20%
Past one year return
Smart Fund A
150%
Past one year return
Smart Fund B
3
Time
Return
50%
Time
Return
2%
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Calmar Ratio
The Calmar ratio measures a fund's performance on a risk-adjusted
basis.
3.1
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Maximum Drawdown
A maximum drawdown
(MDD) is the maximum
observed loss from a peak
to a trough of a portfolio,
before a new peak is
attained.
3.2
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Maximum Drawdown3.2
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Sharpe Ratio3.3
• The Sharpe Ratio describes how much excess return you receive for
the extra volatility you endure for holding a riskier asset.
Backtesting
Case: Mei Tuan (3690.HK)
Please download the excel from the inbox.
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Risk Mitigation Strategy
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Risk TransferRisk Transfer
TSLA' s current price : $850
IF we expect TSLA will make a correction in the future,
Put Option : 10 dollar @$800
Case 1: TSLA goes down to $700
Without Options:
: $(700 - 850) = - $150
With Options:
: $(800 - 850) - $10 = - $60
Third party : $(700 - 800)+ $10 = - $90
Case 2 : TSLA goes up to $860
: - $10 + $10 = 0
Third party : $10
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Risk Acceptance
Example: Joho Capital
- AUM : 4.947 bn
- Top 5 holding : 95.3%
- Top 10 holding : 100%
- Largest holding is BABA (44.12%)
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Risk ReductionRisk Reduction
Ave: 8.3%/5 = 1.66%
Don't put all your eggs in one basket..
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
Other TechniquesOther techniques
Cash Level Rebalancing Hedging
(Shorting futures)
Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | |
P o rt f o l i o Ma n a g e me n t
+ B a c k t e s t i n g
Tra d i n g S t ra t e g y
( p s y c h o l o g y )
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Portfolio Management and Backtesting Strategies

  • 2. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Which fund do you prefer? 20% Past one year return Smart Fund A 150% Past one year return Smart Fund B Time Return Time Return
  • 3. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Only Return? - - - -
  • 4. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Ways to Achieve High Return? 1. Leverage (e.g. Buy option and Future) 2. Long high beta stock (Beta is a measure of a stock's volatility in relation to the overall market.) 3. Long risky assets (High Risk and High Expected Return)
  • 5. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Leverage Case 1 : Index increases by 1% Notional value = 28,000 *HK$50 = HK$1,400,000 Your initial capital : HK$1,400,000 * 10% = HK$140,000 Profit = HK$1,400,000* 1% = HK$14,000 Return = HK$14,000/ HK$140,000= 10% Assumption Hang Seng index (HSI) and HSI future moves together in both magnitude and direction and its current value is the same HSI Current Index 28,000 Contract Multiplier HK$50 per indexpoint Current NotionalValue HK$1,400,000 Broker's margin requirement 10% initialmargin requirement 5% maintenancemargin requirement 1
  • 6. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Case 2 : Index decreases by -1% Notional value = 28,000 *HK$50 = HK$1,400,000 Your initial capital : HK$1,400,000 * 10% = HK$140,000 Profit = HK$1,400,000 * -1% = HK$14,000 Return = HK$14,000/ HK$140,000= -10% 10X leverage Leverage Assumption Hang Seng index (HSI) and HSI future moves together in both magnitude and direction and its current value is the same HSI Current Index 28,000 Contract Multiplier HK$50 per indexpoint Current NotionalValue HK$1,400,000 Broker's margin requirement 10% initialmargin requirement 5% maintenancemargin requirement 1
  • 7. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Ways to Achieve High Return? 1. Leverage (e.g. Buy option and Future) 2. Long high beta stock (Beta is a measure of a stock's volatility in relationto the overall market.) 3. Long risky assets (High Risk and High Expected Return)
  • 8. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) High Beta StocksHigh Beta Stocks2 Capital Asset Pricing Model (CAPM)
  • 9. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Ways to Achieve High Return? 1. Leverage (e.g. Buy option and Future) 2. Long high beta stock (Beta is a measure of a stock's volatility in relation to the overall market.) 3. Long risky assets
  • 10. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Risky Assets BITCOIN (BTC) Tesla Inc (TSLA) S&P (GSPC_5YR) Bond_ETF Volatility: 62% Very High Risk Return: 80% Max. Drawdown: -144% Volatility: 58% High Risk Return: 76% Max. Drawdown: -86% Volatility: 19% Moderate Risk Return: 15% Max. Drawdown: -38% Volatility: 4% Low Risk Return: 3% Max. Drawdown: -6% 3
  • 11. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Risk is also an Important factor in Portfolio Management 20% Past one year return Smart Fund A 150% Past one year return Smart Fund B 3 Time Return 50% Time Return 2%
  • 12. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Calmar Ratio The Calmar ratio measures a fund's performance on a risk-adjusted basis. 3.1
  • 13. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Maximum Drawdown A maximum drawdown (MDD) is the maximum observed loss from a peak to a trough of a portfolio, before a new peak is attained. 3.2
  • 14. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Maximum Drawdown3.2
  • 15. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Sharpe Ratio3.3 • The Sharpe Ratio describes how much excess return you receive for the extra volatility you endure for holding a riskier asset.
  • 16. Backtesting Case: Mei Tuan (3690.HK) Please download the excel from the inbox.
  • 17. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Risk Mitigation Strategy
  • 18. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Risk TransferRisk Transfer TSLA' s current price : $850 IF we expect TSLA will make a correction in the future, Put Option : 10 dollar @$800 Case 1: TSLA goes down to $700 Without Options: : $(700 - 850) = - $150 With Options: : $(800 - 850) - $10 = - $60 Third party : $(700 - 800)+ $10 = - $90 Case 2 : TSLA goes up to $860 : - $10 + $10 = 0 Third party : $10
  • 19. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Risk Acceptance Example: Joho Capital - AUM : 4.947 bn - Top 5 holding : 95.3% - Top 10 holding : 100% - Largest holding is BABA (44.12%)
  • 20. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Risk ReductionRisk Reduction Ave: 8.3%/5 = 1.66% Don't put all your eggs in one basket..
  • 21. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) Other TechniquesOther techniques Cash Level Rebalancing Hedging (Shorting futures)
  • 22. Ma c ro S t ra t e g y | F u n d a me n t a l | Te c h n ic al | | P o rt f o l i o Ma n a g e me n t + B a c k t e s t i n g Tra d i n g S t ra t e g y ( p s y c h o l o g y ) #INVBOTS Instagram