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Volatility Fusion

Stocks · Started Nov 2016

hypothetical · Annual Return (Compounded)
0.7%
Max Drawdown
57.7%
Trades
33
Win Trades
63.6%
Profit Factor
1.10
Win Months
10.1%

About this strategy

This strategy provides access to a thoroughly back-tested strategy, giving the user access to a detailed volatility system. This strategy trades only on simple instruments which are exchange-traded products such as VXX and XIV (inverse VIX), so that the user does not need access to futures or options. Moreover, the use of long XIV positions allows the strategy to “short” volatility without actually having to borrow stock, as this can lead to problems for the end-users of the system.
The goal of this strategy is to take advantage of XIV whenever it goes on a multi-week positive run. The strategy tries to prevent the biggest drawdowns in the XIV which can be quite detrimental to performance and move to VXX in bear markets but with far more conservative signal (2% of the time). The strategy is either 100% invested in XIV, VXX or 100% in cash. The strategy may have long stretches where it is fully in cash if conditions don't favor XIV. Ultimately for a full year, it is expected the strategy to be always absolutely positive and to outperform XIV on annual basis.

Using these 2 ETFs, the strategy switches between “risk-on” (VXX) and “risk-off” (XIV) according to 6 different metrics and volatility indicators.

The trading system is implemented as an automated strategy. Back-tested results can be made available to subscribers.
Back-test since 2004, 2006 or 2010 is available on demand. The biggest historical maximum drawdown is 24% and CAGR is 90% from 2006 and 147% from 2010.
The following are the detailed mechanics of this automated trading system:
- Trades will typically be placed just before 4:00pm ET if our indicators detect a change in direction.
- This strategy is in 100% cash approximately 52% of the time, VXX only 2% and XIV 46%
- This strategy makes ~30 trades per year.
- VXX trades are entered with roughly a 15% stop loss.
- XIV trades are entered with roughly a 15% stop loss.

Hypothetical Monthly Returns (includes fees/commissions)

YearJanFebMarAprMayJunJulAugSepOctNovDecYTD
201620.3-4.315.1
201719.615.04.4-13.14.00.3-6.47.45.5-4.3-1.9-8.219.0
20185.6-0.41.22.80.4-28.90.00.00.00.00.00.0-21.9
20190.00.00.00.00.00.00.00.00.00.00.00.00.0
20200.00.00.00.00.00.00.00.00.00.00.00.00.0
20210.00.00.00.00.00.00.00.00.00.00.00.00.0
20220.00.00.00.00.00.00.00.00.00.00.00.00.0
20230.00.00.00.00.00.00.00.00.00.00.00.00.0
20240.00.00.00.00.00.00.00.00.00.00.00.00.0
20250.00.00.00.00.00.00.00.00.00.00.00.00.0
20260.00.00.00.00.00.00.00.00.00.0

Statistics

Overview

Strategy began11/6/2016
Suggested Minimum Capital$20,000
Age120 months
What it tradesStocks
# Trades33
# Profitable21
% Profitable63.6%
Avg trade duration12.3 days
Max peak-to-valley drawdown57.7%
drawdown periodFeb 06, 2018 - June 18, 2018
Annual Return (Compounded)0.7%
Avg win$2,368
Avg loss$3,801

Ratios

W:L ratio1.09
Sharpe Ratio0
Sortino Ratio0
Calmar Ratio0.19

CORRELATION STATISTICS

Correlation to SP5000.04
Return Percent SP500 (cumu) during strategy life267.2%
Return of Strat Pcnt - Return of SP500 Pcnt (cumu)-260.6%

Return Statistics

Ann Return (w trading costs)0.7%
Return Pcnt (Compound or Annual, age-based, NFA compliant)0.0%
Return Pcnt Since TOS Status0.0%
Ann Return (Compnd, No Fees)1.9%

Slump

Current Slump as Pcnt Equity117.7%
Current Slump, time of slump as pcnt of strategy life0.9%

Instruments

Percent Trades Forex0.0%
Percent Trades Futures0.0%
Percent Trades Options0.0%
Short Options - Percent Covered100.0%
Percent Trades Stocks1.0%

Risk of Ruin (Monte-Carlo)

Chance of 10% account loss83.0%
Chance of 20% account loss69.0%
Chance of 30% account loss56.5%
Chance of 40% account loss35.0%
Chance of 50% account loss21.0%
Chance of 60% account loss (Monte Carlo)7.0%
Chance of 70% account loss (Monte Carlo)0.5%
Chance of 80% account loss (Monte Carlo)0.0%
Chance of 90% account loss (Monte Carlo)0.0%

Automation

Percentage Signals Automated0.0%

Popularity

Popularity (Today)0
Popularity (Last 6 weeks)0
Popularity (7 days, Percentile 1000 scale)0

Trading Style

Any stock shorts? 0/11

Trades-Own-System Certification

Trades Own System?0
TOS percent0.0%

Win / Loss

Avg Loss$3,801
Avg Win$2,368
# Winners21
Sum Trade PL (losers)$45,617
Sum Trade PL (winners)$49,732
Num Months Winners12
# Losers12
% Winners63.6%

Dividends

Dividends Received in Model Acct0

Age

Num Months filled monthly returns table119

Frequency

Avg Position Time (mins)17654.60
Avg Position Time (hrs)294.24
Avg Trade Length12.30
Last Trade Ago2991

Regression

Alpha0
Beta0.04
Treynor Index0

Maximum Adverse Excursion (MAE)

MAE:Equity, average, all trades0.08
MAE:Equity, 95th Percentile Value for this strat0.02
MAE:Equity, average, losing trades0.16
MAE:Equity, losing trades only, 95th Percentile Value for this strat
MAE:Equity, average, winning trades0.03
MAE:Equity, win trades only, 95th Percentile Value for this strat
Avg(MAE) / Avg(PL) - All trades17.26
MAE:PL (avg, all trades)0.74
MAE:PL (avg, losing trades)
MAE:PL - Losing Trades - this strat Percentile of All Strats88.72
MAE:PL - Winning Trades - this strat Percentile of All Strats88.86
MAE:PL (avg, winning trades)
MAE:PL - worst single value for strategy
Avg(MAE) / Avg(PL) - Winning trades0.33
Avg(MAE) / Avg(PL) - Losing trades-1.20
Hold-and-Hope Ratio0.06

RATIO STATISTICS

Mean0.08
SD0.27
Sharpe ratio (Glass type estimate)0.28
Sharpe ratio (Hedges UMVUE)0.28
df32
t0.47
p0.32
Lowerbound of 95% confidence interval for Sharpe Ratio-0.90
Upperbound of 95% confidence interval for Sharpe Ratio1.47
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.91
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.46
Sortino ratio0.43
Upside Potential Ratio1.59
Upside part of mean0.28
Downside part of mean-0.20
Upside SD0.20
Downside SD0.18
N nonnegative terms11
N negative terms22
N of observations33
Mean of predictor0.47
Mean of criterion0.08
SD of predictor0.26
SD of criterion0.27
Covariance-0.00
r-0.06
b (slope, estimate of beta)-0.06
a (intercept, estimate of alpha)0.11
Mean Square Error0.07
DF error31
t(b)-0.33
p(b)0.63
t(a)0.56
p(a)0.29
Lowerbound of 95% confidence interval for beta-0.44
Upperbound of 95% confidence interval for beta0.32
Lowerbound of 95% confidence interval for alpha-0.28
Upperbound of 95% confidence interval for alpha0.49
Treynor index (mean / b)-1.25
Jensen alpha (a)0.11
Mean0.04
SD0.27
Sharpe ratio (Glass type estimate)0.15
Sharpe ratio (Hedges UMVUE)0.14
df32
t0.24
p0.40
Lowerbound of 95% confidence interval for Sharpe Ratio-1.04
Upperbound of 95% confidence interval for Sharpe Ratio1.33
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.04
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.33
Sortino ratio0.20
Upside Potential Ratio1.32
Upside part of mean0.26
Downside part of mean-0.22
Upside SD0.18
Downside SD0.20
N nonnegative terms11
N negative terms22
N of observations33
Mean of predictor0.43
Mean of criterion0.04
SD of predictor0.25
SD of criterion0.27
Covariance-0.00
r-0.05
b (slope, estimate of beta)-0.05
a (intercept, estimate of alpha)0.06
Mean Square Error0.08
DF error31
t(b)-0.26
p(b)0.60
t(a)0.33
p(a)0.37
Lowerbound of 95% confidence interval for beta-0.46
Upperbound of 95% confidence interval for beta0.36
Lowerbound of 95% confidence interval for alpha-0.32
Upperbound of 95% confidence interval for alpha0.45
Treynor index (mean / b)-0.76
Jensen alpha (a)0.06
VaR(95%)0.12
Expected Shortfall on VaR0.15
VaR(95%)0.05
Expected Shortfall on VaR0.10
Mean0.08
SD0.27
Sharpe ratio (Glass type estimate)0.30
Sharpe ratio (Hedges UMVUE)0.30
df726
t0.49
p0.31
Lowerbound of 95% confidence interval for Sharpe Ratio-0.88
Upperbound of 95% confidence interval for Sharpe Ratio1.47
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.88
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.47
Sortino ratio0.36
Upside Potential Ratio3.57
Upside part of mean0.80
Downside part of mean-0.72
Upside SD0.16
Downside SD0.22
N nonnegative terms169
N negative terms558
N of observations727
Mean of predictor0.48
Mean of criterion0.08
SD of predictor0.30
SD of criterion0.27
Covariance0.00
r0.04
b (slope, estimate of beta)0.03
a (intercept, estimate of alpha)0.06
Mean Square Error0.07
DF error725
t(b)1.01
p(b)0.16
t(a)0.39
p(a)0.35
Lowerbound of 95% confidence interval for beta-0.03
Upperbound of 95% confidence interval for beta0.10
Lowerbound of 95% confidence interval for alpha-0.26
Upperbound of 95% confidence interval for alpha0.39
Treynor index (mean / b)2.37
Jensen alpha (a)0.06
Mean0.04
SD0.30
Sharpe ratio (Glass type estimate)0.13
Sharpe ratio (Hedges UMVUE)0.13
df726
t0.22
p0.41
Lowerbound of 95% confidence interval for Sharpe Ratio-1.04
Upperbound of 95% confidence interval for Sharpe Ratio1.31
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.04
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.31
Sortino ratio0.16
Upside Potential Ratio3.11
Upside part of mean0.78
Downside part of mean-0.74
Upside SD0.15
Downside SD0.25
N nonnegative terms169
N negative terms558
N of observations727
Mean of predictor0.43
Mean of criterion0.04
SD of predictor0.30
SD of criterion0.30
Covariance0.00
r0.04
b (slope, estimate of beta)0.04
a (intercept, estimate of alpha)0.02
Mean Square Error0.09
DF error725
t(b)0.98
p(b)0.16
t(a)0.13
p(a)0.45
Lowerbound of 95% confidence interval for beta-0.04
Upperbound of 95% confidence interval for beta0.11
Lowerbound of 95% confidence interval for alpha-0.33
Upperbound of 95% confidence interval for alpha0.37
Treynor index (mean / b)1.10
Jensen alpha (a)0.02
VaR(95%)0.03
Expected Shortfall on VaR0.04
VaR(95%)0.01
Expected Shortfall on VaR0.02
Mean-0.03
SD0
Sharpe ratio (Glass type estimate)0
Sharpe ratio (Hedges UMVUE)0
df0
t0
p0
Lowerbound of 95% confidence interval for Sharpe Ratio0
Upperbound of 95% confidence interval for Sharpe Ratio0
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation0
Sortino ratio-16.19
Upside Potential Ratio0
Upside part of mean0
Downside part of mean-0.03
Upside SD0
Downside SD0.00
N nonnegative terms0
N negative terms131
N of observations131
Mean of predictor1.24
Mean of criterion-0.03
SD of predictor0.46
SD of criterion0
Covariance0
r0
b (slope, estimate of beta)0
a (intercept, estimate of alpha)0
Mean Square Error0
DF error0
t(b)0
p(b)0
t(a)0
p(a)0
Lowerbound of 95% confidence interval for beta0
Upperbound of 95% confidence interval for beta0
Lowerbound of 95% confidence interval for alpha0
Upperbound of 95% confidence interval for alpha0
Treynor index (mean / b)0
Jensen alpha (a)0
Mean-0.03
SD0
Sharpe ratio (Glass type estimate)-9.74841826823373e+15
Sharpe ratio (Hedges UMVUE)-9.69206937105203e+15
df130
t-6893172865105920
p1
Lowerbound of 95% confidence interval for Sharpe Ratio0
Upperbound of 95% confidence interval for Sharpe Ratio0
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.08701574255084e+16
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation-8513981316595712
Sortino ratio-16.19
Upside Potential Ratio0
Upside part of mean0
Downside part of mean-0.03
Upside SD0
Downside SD0.00
N nonnegative terms0
N negative terms131
N of observations131
Mean of predictor1.13
Mean of criterion-0.03
SD of predictor0.46
SD of criterion0
Covariance0
r0
b (slope, estimate of beta)0
a (intercept, estimate of alpha)-0.03
Mean Square Error0
DF error129
t(b)0
p(b)0.50
t(a)-6788267215159296
p(a)1
Lowerbound of 95% confidence interval for beta0
VAR (95 Confidence Intrvl)0.03
Upperbound of 95% confidence interval for beta0
Lowerbound of 95% confidence interval for alpha-0.03
Upperbound of 95% confidence interval for alpha-0.03
Treynor index (mean / b)5.9422229261749e+31
Jensen alpha (a)-0.03
VaR(95%)0.00
Expected Shortfall on VaR0.00
VaR(95%)0
Expected Shortfall on VaR0

ORDER STATISTICS

Number of observations33
Minimum0.74
Quartile 11
Median1
Quartile 31.01
Maximum1.24
Mean of quarter 10.94
Mean of quarter 21
Mean of quarter 31.00
Mean of quarter 41.10
Inter Quartile Range0.01
Number outliers low5
Percentage of outliers low0.15
Mean of outliers low0.90
Number of outliers high6
Percentage of outliers high0.18
Mean of outliers high1.12
Extreme Value Index (moments method)0
VaR(95%) (moments method)0
Expected Shortfall (moments method)0
Extreme Value Index (regression method)0.92
VaR(95%) (regression method)0.07
Expected Shortfall (regression method)1.24
Number of observations727
Minimum0.70
Quartile 11
Median1
Quartile 31
Maximum1.08
Mean of quarter 10.99
Mean of quarter 21
Mean of quarter 31
Mean of quarter 41.01
Inter Quartile Range0
Number outliers low144
Percentage of outliers low0.20
Mean of outliers low0.99
Number of outliers high171
Percentage of outliers high0.24
Mean of outliers high1.01
Extreme Value Index (moments method)0.71
VaR(95%) (moments method)0.00
Expected Shortfall (moments method)0.02
Extreme Value Index (regression method)0.48
VaR(95%) (regression method)0.01
Expected Shortfall (regression method)0.03
Number of observations131
Minimum1
Quartile 11
Median1
Quartile 31
Maximum1
Mean of quarter 11
Mean of quarter 21
Mean of quarter 31
Mean of quarter 41
Inter Quartile Range0
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high0
Percentage of outliers high0
Mean of outliers high0
Extreme Value Index (moments method)0
VaR(95%) (moments method)0
Expected Shortfall (moments method)0
Extreme Value Index (regression method)0
VaR(95%) (regression method)0
Expected Shortfall (regression method)0

DRAW DOWN STATISTICS

Number of observations1
Minimum0.29
Quartile 10.29
Median0.29
Quartile 30.29
Maximum0.29
Mean of quarter 10
Mean of quarter 20
Mean of quarter 30
Mean of quarter 40
Inter Quartile Range0
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high0
Percentage of outliers high0
Mean of outliers high0
Extreme Value Index (moments method)0
VaR(95%) (moments method)0
Expected Shortfall (moments method)0
Extreme Value Index (regression method)0
VaR(95%) (regression method)0
Expected Shortfall (regression method)0
Number of observations12
Minimum0.00
Quartile 10.01
Median0.01
Quartile 30.04
Maximum0.36
Mean of quarter 10.00
Mean of quarter 20.01
Mean of quarter 30.01
Mean of quarter 40.19
Inter Quartile Range0.04
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high3
Percentage of outliers high0.25
Mean of outliers high0.19
Extreme Value Index (moments method)0.59
VaR(95%) (moments method)0.22
Expected Shortfall (moments method)0.54
Extreme Value Index (regression method)6.07
VaR(95%) (regression method)0.67
Expected Shortfall (regression method)0
Number of observations0
Minimum0
Quartile 10
Median0
Quartile 30
Maximum0
Mean of quarter 10
Mean of quarter 20
Mean of quarter 30
Mean of quarter 40
Inter Quartile Range0
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high0
Percentage of outliers high0
Mean of outliers high0
Extreme Value Index (moments method)0
VaR(95%) (moments method)0
Expected Shortfall (moments method)0
Extreme Value Index (regression method)0
VaR(95%) (regression method)0
Expected Shortfall (regression method)0
Strat Max DD how much worse than SP500 max DD during strat life?-411897824
Max Equity Drawdown (num days)132
Last 4 Months - Pcnt Negative0.0%

COMBINED STATISTICS

Annualized return (arithmetic extrapolation)0.07
Compounded annual return (geometric extrapolation)0.07
Calmar ratio (compounded annual return / max draw down)0.24
Compounded annual return / average of 25% largest draw downs0
Compounded annual return / Expected Shortfall lognormal0.48
j156mfCOMBRisPar0
j157mfCOMBRisPar0
Annualized return (arithmetic extrapolation)0.07
Compounded annual return (geometric extrapolation)0.07
Calmar ratio (compounded annual return / max draw down)0.19
Compounded annual return / average of 25% largest draw downs0.36
Compounded annual return / Expected Shortfall lognormal1.90
j313dfCOMBRisPar0
j314dfCOMBRisPar0
Annualized return (arithmetic extrapolation)0
Compounded annual return (geometric extrapolation)0
Calmar ratio (compounded annual return / max draw down)0
Compounded annual return / average of 25% largest draw downs0
Compounded annual return / Expected Shortfall lognormal0

Trading record

Placed 140 trades in real-life brokerage accounts.

SymbolSideQtyOpenedClosedP/L
TVIX long220Jun 18, 2018Jun 25, 2018$1,302
TVIX long120May 23, 2018Jun 18, 2018($9,864)
VIXY long400Apr 16, 2018Apr 24, 2018$819
VIXY long100Mar 15, 2018Mar 20, 2018$288
VIXY long300Mar 9, 2018Mar 13, 2018$61
VXX long100Feb 14, 2018Feb 21, 2018($447)
VXX long350Feb 6, 2018Feb 7, 2018($78)
VXX short150Feb 6, 2018Feb 6, 2018($150)
VXX short150Feb 6, 2018Feb 6, 2018$8
XIV short382Feb 5, 2018Feb 6, 2018$26,298
SVXY long569Feb 5, 2018Feb 6, 2018($27,539)
VXX long1050Oct 5, 2017Feb 2, 2018($782)
XIV long1165Jun 27, 2017Sep 15, 2017$1,747
VXX long2100Jul 17, 2017Aug 9, 2017$251
XIV long400Jun 14, 2017Jun 19, 2017$1,316
XIV long400May 23, 2017Jun 9, 2017$7
XIV long600Apr 24, 2017May 17, 2017$1,043
XIV long840Apr 3, 2017Apr 11, 2017($4,885)
XIV long446Mar 16, 2017Mar 20, 2017$763
XIV long200Mar 9, 2017Mar 10, 2017$7
XIV long200Mar 7, 2017Mar 8, 2017($17)
XIV long499Mar 1, 2017Mar 3, 2017$784
XIV long475Feb 15, 2017Feb 21, 2017$202
XIV long466Jan 31, 2017Feb 14, 2017$4,569
XIV long256Jan 17, 2017Jan 19, 2017$228
XIV long512Jan 13, 2017Jan 13, 2017($241)
XIV long1024Dec 29, 2016Jan 10, 2017$3,801
XIV long1024Dec 28, 2016Dec 28, 2016($965)
XIV long712Dec 27, 2016Dec 28, 2016($26)
XIV long1024Dec 14, 2016Dec 23, 2016$3,452

Past results are not necessarily indicative of future results.

These results are based on simulated or hypothetical performance results that have certain inherent limitations. Unlike the results shown in an actual performance record, these results do not represent actual trading. Also, because these trades have not actually been executed, these results may have under-or over-compensated for the impact, if any, of certain market factors, such as lack of liquidity. Simulated or hypothetical 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 profits or losses similar to these being shown.