ETF Rotation Strategies - · PDF fileThe computer engineer who back-tests trading strategies and indicators I’m Jackie Ann Patterson – Editor of BackTesting Report

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  • ETF Rotation Strategies

    Own Mountain Trading Company 2012 1

    Jackie Ann Patterson

    Editor, BackTesting Report

  • Required Disclaimers

    Trading involves risk of loss and may not be suitable for everyone.

    The author actively trades stocks and ETFs. She may or may not hold a position

    in any instrument discussed.

    This presentation is for educational purposes and is not a recommendation to buy

    or sell securities.

    HYPOTHETICAL OR SIMULATED PERFORMANCE RESULTS HAVE CERTAIN LIMITATIONS. UNLIKE

    AN ACTUAL PERFORMANCE RECORD, SIMULATED RESULTS DO NOT REPRESENT ACTUAL

    TRADING. ALSO, SINCE THE TRADES HAVE NOT BEEN EXECUTED, THE RESULTS MAY HAVE

    UNDER-OR-OVER COMPENSATED FOR THE IMPACT, IF ANY, OF CERTAIN MARKET FACTORS, SUCH

    AS LACK OF LIQUIDITY. SIMULATED TRADING PROGRAMS IN GENERAL ARE ALSO SUBJECT TO

    THE FACT THAT THEY ARE DESIGNED WITH THE BENEFIT OF HINDSIGHT. NO REPRESENTATION IS

    BEING MADE THAT ANY ACCOUNT WILL OR IS LIKELY TO ACHIEVE PROFIT OR LOSSES SIMILAR

    TO THOSE SHOWN.

  • The computer engineer who back-tests

    trading strategies and indicators

    Im Jackie Ann Patterson

    Editor of BackTesting Report

  • Shout Out to Fidelity Investments

    Funded my back-testing research that became the basis for this presentation

    Published article at https://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotation

    Disclosure: Independent contractor for Fidelity

    https://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotationhttps://guidance.fidelity.com/viewpoints/buy-and-hold-sector-rotation

  • Sector Rotation: How to Get Respectable Gains with Low Overhead

    What does THAT mean?

    System Design Decisions

    Timeframes

    Applicable Markets

    Types of Rotation

    Selection Criteria

    Example Sector Rotation Trading Plan

    5

  • Sector Rotation Definitions

    GOAL: Get in areas of market poised to

    deliver best performance

    NOT: intra-day trading

    NOT: Buy and Hold

    6

  • Respectable Gains > 10% annually

    7

  • Minimal Overhead

    Limited time / effort

    Limited / no commissions

    Limited / no taxes

    (in IRA, see your accountant)

    8

  • Note Differences

    9

  • Manage Risk

    Historical drawdowns

    Stop loss

    10

  • System Design Decisions

    Timeframe

    Applicable Markets

    Types of Rotation

    Selection Criteria

    BackTesting Report 2012 11

  • System Design Decisions

    Timeframe

    Applicable Markets

    Types of Rotation

    Selection Criteria

    BackTesting Report 2012 12

  • Time Frame: Monthly or Daily

    From BackTesting with Wealth Lab Pro:

    RSI Rotations worked better DAILY

    RoC Rotations worked better MONTHLY

    WEEKLY rotation might have merit

    Personally, I like to work 1 day per month

    13

    Wealth Lab Pro is a registered trademark of FMC, LLC.

  • System Design Decisions

    Timeframe

    Applicable Markets

    Types of Rotation

    Selection Criteria

    BackTesting Report 2012 14

  • Markets Tested

    SPDR Sector ETFs

    XLB, XLE, XLF, XLI, XLK, XLP, XLU, XLV, XLY

    iShares ETFs, including

    Styles (e.g. small cap growth to large cap value)

    Fixed Income

    International

    Stocks, e.g. Dow 30

    15

    SPDR is a registered trademark of S&P Financial Services, LLC. iShares is a registered trademark of Blackrock.

    http://personal.fidelity.com/products/trading/What_You_Can_Trade/WYCT_ETFs_Category.shtml

  • Markets Tested

    SPDR Sector ETFs

    XLB, XLE, XLF, XLI, XLK, XLP, XLU, XLV, XLY

    iShares ETFs, including

    Styles (e.g. small cap growth to large cap value)

    Fixed Income

    International

    Stocks, e.g. Dow 30

    16

    SPDR is a registered trademark of S&P Financial Services, LLC. iShares is a registered trademark of Blackrock.

    http://personal.fidelity.com/products/trading/What_You_Can_Trade/WYCT_ETFs_Category.shtml

  • System Design Decisions

    Timeframe

    Applicable Markets

    Types of Rotation

    Selection Criteria

    BackTesting Report 2012 17

  • Types of Rotation

    Follow Economic Cycle thru sector ETFs

    http://stockcharts.com/freecharts/perf.html?%5bSE

    CT%5b

    Source: Sam Stovalls Chart on StockCharts.com

    18

    http://stockcharts.com/freecharts/perf.html?[SECT[http://stockcharts.com/freecharts/perf.html?[SECT[

  • Types of Rotation

    Select beaten-down bargain ETFs

    19

  • Types of Rotation

    Select ETFs with highest momentum

    20

  • System Design Decisions

    Timeframe

    Applicable Markets

    Types of Rotation

    Selection Criteria

    BackTesting Report 2012 21

  • Selection Criteria

    K.I.S.S.

    Rank-able and continuously available

    Able to back-test

    RSI vs.. RoC

    Dividends for Dogs of Dow

    22

  • Original Back-tests on Wealth-Lab Pro for 2001 - 2011

    S&P Sectors lagged in almost every test

    iShares High RoC rocked!

    Dow Stocks with low RSI more

    consistent due to daily trades

    Long/Short didnt help

    23 Wealth Lab Pro is a registered trademark of FMC, LLC.

  • Buy and Hold Baseline

    24

    Buy & Hold

    Comparison for

    12/31/2001 -

    12/31/2011

    SPDRs: 9

    Select Sector

    ETFs

    iShares All

    30 Fidelity

    Commission-

    Free ETFs

    Dow - Equal

    Weight of 30

    Stocks

    S&P500 (IVV

    iShares ETF

    tracking

    fund)

    Starting Capital $100,000 $100,000 $100,000 $100,000

    Net Profit $60,029 $52,798 $62,063 $30,430

    Net Profit % 60.0% 52.8% 62.1% 30.4%

    Annualized Gain 4.8% 4.3% 5.0% 2.7%

    Total Commission ($72) ($231) ($239) ($8)

    Dividends Received $23,684 $21,456 $27,565 $20,377

    Number of Trades 9 29 30 1

    Win Rate 88.9% 82.8% 60.0% 100.0%

    Maximum Drawdown ($84,414) ($79,755) ($76,261) ($78,159)

    Sharpe Ratio 0.39 0.38 0.40 0.25

    Source: Wealth Lab Pro portfolio simulation for 2001-2011

  • 1st Pass Performance Stats

    25

    Backtest 2001-2011 SPDR Sectors

    14-Day RSI iShares High

    30- day RoC Dow 30

    14-Day RSI

    Selection and Sizing 3 lowest, 33.3%

    each 3 highest,

    33.3% each 3 lowest, 33.3%

    each Starting Capital $100,000 $100,000 $100,000

    Net Profit $122,130 $222,150 $245,147 Net Profit % 122% 222% 245%

    Annualized Gain 8% 12% 13% Total Commission ($22,220) $0 ($32,126)

    Dividends Received $32,258 $43,202 $39,059

    Number of Trades 1,399 162 2,022

    Average Bars Held 6.34 46.5 4.69

    Win Rate 59% 62% 61%

    Maximum Drawdown ($88,087) ($67,605) ($153,644)

    Sharpe Ratio 0.55 0.89 0.66

    Source: Wealth Lab Pro portfolio simulation for 2001-2011

  • Long / Short Not Helpful

    26

    Long / Short on 30-Day RoC

    SPDR

    Sectors

    RoC (L/S) iShares RoC

    (L/S) Dow 30 (L/S)

    Selection and Sizing for 2

    Long and 1 Short 45% each,

    1.5 margin 45% each, 1.5

    margin 45% each, 1.5

    margin Starting Capital $100,000 $100,000 $100,000

    Net Profit ($153) $128,881 ($25,396) Net Profit % 0% 129% -25%

    Annualized Gain 0% 9% -3% Total Commission ($2,759) $0 ($3,156)

    Dividends Received $8,498 $11,753 $10,969

    Number of Trades 175 183 200

    Average Bars Held 43.12 41.28 37.86

    Win Rate 50% 51% 48%

    Maximum Drawdown ($35,207) ($42,615) ($82,881)

    Sharpe Ratio 0.07 0.72 -0.02

    Source: Wealth Lab Pro portfolio simulation for 2001-2011

  • Dow 30 Survivorship Bias C and AIG Dropped from Index

    27

    Ideal Dow Now Real Dow with C, AIG

    Starting Capital $100,000.00 $100,000.00

    Net Profit $394,824.70 $143,848.00

    Net Profit % 394.82% 143.85%

    Annualized Gain 17.35% 9.33% Total Commission ($32,666.55) ($31,823.85)

    Dividends Received $46,728.26 $30,874.34

    Number of Trades 2,056 2,003

    Average Bars Held 4.63 4.73

    Win Rate 60.60% 58.06%

    Maximum Drawdown ($124,441.49) ($107,296.36)

    Sharpe Ratio 0.89 0.47

    Source: Wealth Lab Pro portfolio simulation for 2001-2011

  • 30-Day RoC Not Resilient iShares High RoC Varying Start Dates

    28

    Source: Wealth Lab Pro portfolio simulation for 2001-2011

  • Optimizing RoC and Stop Loss For Free iShares Rotation

    29

    Source: Wealth Lab Pro portfolio simulation for 2001-2011

  • RoC Look-Back Period vs. Profit iShares Hig