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Day Trader Gold

Equity · Stocks · Started Apr 2017

hypothetical · Annual Return (Compounded)
7.5%
Max Drawdown
18.5%
Trades
227
Win Trades
51.5%
Profit Factor
1.10
Win Months
7.0%

About this strategy

The system attempts to day-trade solid break-outs based on price action on NUGT/DUST.
No overnight Risk!!

Note:prior to december 2017, system was trading XIV/VXX as well. but this was continued on account of the late realization of an issue with that subsystem. (since there were no clients on the system, I was not really checking the system closely)
Hence to get a better picture of the system please download the list of trades and calculate the stat for only trades related to DUST/NUGT. you may find it interesting :)


(hint - more than 3500 USD loss came from the discontinued XIV/VXX subsystem. NUGT/DUST alone netted over $13000 profit as of 22/03/2018 since inception - please verify yourself)

Momentum

Hypothetical Monthly Returns (includes fees/commissions)

YearJanFebMarAprMayJunJulAugSepOctNovDecYTD
20179.4-7.32.1-2.2-3.63.71.5-10.511.22.2
20188.72.57.1-6.4-8.60.00.00.00.00.00.00.02.0
20190.00.00.00.00.00.00.00.00.00.00.00.0
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
20260.00.00.00.00.00.00.00.00.00.00.0

Statistics

Overview

Strategy began4/10/2017
Suggested Minimum Capital$35,000
Age115 months
What it tradesStocks
# Trades227
# Profitable117
% Profitable51.5%
Avg trade duration4.1 hours
Max peak-to-valley drawdown18.5%
drawdown periodApril 25, 2017 - Nov 16, 2017
Annual Return (Compounded)7.5%
Avg win$459
Avg loss$435

Ratios

W:L ratio1.12
Sharpe Ratio-0.13
Sortino Ratio-0.21
Calmar Ratio0.44

CORRELATION STATISTICS

Correlation to SP5000.01
Return Percent SP500 (cumu) during strategy life229.4%
Return of Strat Pcnt - Return of SP500 Pcnt (cumu)-7.2%

Return Statistics

Ann Return (w trading costs)7.5%
Return Pcnt (Compound or Annual, age-based, NFA compliant)0.1%
Return Pcnt Since TOS Status0.0%
Ann Return (Compnd, No Fees)1.6%

Slump

Current Slump as Pcnt Equity19.5%
Current Slump, time of slump as pcnt of strategy life0.9%

Instruments

Percent Trades Forex0.0%
Percent Trades Futures0.0%
Percent Trades Options0.0%
Percent Trades Stocks1.0%

Risk of Ruin (Monte-Carlo)

Chance of 10% account loss42.0%
Chance of 20% account loss8.0%
Chance of 30% account loss0.0%
Chance of 40% account loss0.0%
Chance of 50% account loss0.0%
Chance of 60% account loss (Monte Carlo)0.0%
Chance of 70% account loss (Monte Carlo)0.0%
Chance of 80% account loss (Monte Carlo)0.0%
Chance of 90% account loss (Monte Carlo)0.0%
Chance of 100% account loss (Monte Carlo)0.0%

Automation

Percentage Signals Automated93.8%

Popularity

Popularity (Today)0
Popularity (Last 6 weeks)871
Popularity (7 days, Percentile 1000 scale)475

Trading Style

Any stock shorts? 0/10

Trades-Own-System Certification

Trades Own System?0
TOS percent0.0%

Win / Loss

Avg Loss$435
Avg Win$459
# Winners117
Sum Trade PL (losers)$47,862
Sum Trade PL (winners)$53,701
Num Months Winners8
# Losers110
% Winners51.5%

Dividends

Dividends Received in Model Acct0

Age

Num Months filled monthly returns table115

Frequency

Avg Position Time (mins)247
Avg Position Time (hrs)4.12
Avg Trade Length0.20
Last Trade Ago3056

Regression

Alpha0
Beta0
Treynor Index-1.26

Maximum Adverse Excursion (MAE)

MAE:Equity, average, all trades0.01
MAE:Equity, 95th Percentile Value for this strat0.01
MAE:Equity, average, losing trades0.02
MAE:Equity, losing trades only, 95th Percentile Value for this strat—
MAE:Equity, average, winning trades0.01
MAE:Equity, win trades only, 95th Percentile Value for this strat—
Avg(MAE) / Avg(PL) - All trades28.29
MAE:PL (avg, all trades)2.47
MAE:PL (avg, losing trades)—
MAE:PL - Losing Trades - this strat Percentile of All Strats27.09
MAE:PL - Winning Trades - this strat Percentile of All Strats84.97
MAE:PL (avg, winning trades)—
MAE:PL - worst single value for strategy—
Avg(MAE) / Avg(PL) - Winning trades0.44
Avg(MAE) / Avg(PL) - Losing trades-1.28
Hold-and-Hope Ratio0.04

RATIO STATISTICS

Mean0.12
SD0.25
Sharpe ratio (Glass type estimate)0.50
Sharpe ratio (Hedges UMVUE)0.47
df12
t0.52
p0.43
Lowerbound of 95% confidence interval for Sharpe Ratio-1.41
Upperbound of 95% confidence interval for Sharpe Ratio2.38
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.43
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation2.36
Sortino ratio0.88
Upside Potential Ratio2.69
Upside part of mean0.37
Downside part of mean-0.25
Upside SD0.20
Downside SD0.14
N nonnegative terms6
N negative terms7
N of observations13
Mean of predictor0.11
Mean of criterion0.12
SD of predictor0.08
SD of criterion0.25
Covariance0.01
r0.31
b (slope, estimate of beta)0.90
a (intercept, estimate of alpha)0.02
Mean Square Error0.06
DF error11
t(b)1.07
p(b)0.15
t(a)0.09
p(a)0.46
Lowerbound of 95% confidence interval for beta-0.95
Upperbound of 95% confidence interval for beta2.75
Lowerbound of 95% confidence interval for alpha-0.53
Upperbound of 95% confidence interval for alpha0.58
Treynor index (mean / b)0.14
Jensen alpha (a)0.02
Mean0.09
SD0.24
Sharpe ratio (Glass type estimate)0.39
Sharpe ratio (Hedges UMVUE)0.37
df12
t0.41
p0.44
Lowerbound of 95% confidence interval for Sharpe Ratio-1.50
Upperbound of 95% confidence interval for Sharpe Ratio2.27
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.52
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation2.26
Sortino ratio0.65
Upside Potential Ratio2.45
Upside part of mean0.36
Downside part of mean-0.26
Upside SD0.18
Downside SD0.15
N nonnegative terms6
N negative terms7
N of observations13
Mean of predictor0.11
Mean of criterion0.09
SD of predictor0.08
SD of criterion0.24
Covariance0.01
r0.28
b (slope, estimate of beta)0.81
a (intercept, estimate of alpha)0.01
Mean Square Error0.06
DF error11
t(b)0.98
p(b)0.17
t(a)0.03
p(a)0.49
Lowerbound of 95% confidence interval for beta-1.01
Upperbound of 95% confidence interval for beta2.63
Lowerbound of 95% confidence interval for alpha-0.54
Upperbound of 95% confidence interval for alpha0.55
Treynor index (mean / b)0.12
Jensen alpha (a)0.01
VaR(95%)0.10
Expected Shortfall on VaR0.13
VaR(95%)0.05
Expected Shortfall on VaR0.09
Mean0.11
SD0.21
Sharpe ratio (Glass type estimate)0.51
Sharpe ratio (Hedges UMVUE)0.51
df290
t0.54
p0.29
Lowerbound of 95% confidence interval for Sharpe Ratio-1.35
Upperbound of 95% confidence interval for Sharpe Ratio2.37
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.35
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation2.37
Sortino ratio0.81
Upside Potential Ratio8.28
Upside part of mean1.09
Downside part of mean-0.98
Upside SD0.16
Downside SD0.13
N nonnegative terms120
N negative terms171
N of observations291
Mean of predictor0.11
Mean of criterion0.11
SD of predictor0.12
SD of criterion0.21
Covariance0.00
r0.03
b (slope, estimate of beta)0.05
a (intercept, estimate of alpha)0.04
Mean Square Error0.04
DF error289
t(b)0.49
p(b)0.31
t(a)0.51
p(a)0.31
Lowerbound of 95% confidence interval for beta-0.15
Upperbound of 95% confidence interval for beta0.25
Lowerbound of 95% confidence interval for alpha-0.29
Upperbound of 95% confidence interval for alpha0.49
Treynor index (mean / b)2.12
Jensen alpha (a)0.10
Mean0.09
SD0.21
Sharpe ratio (Glass type estimate)0.41
Sharpe ratio (Hedges UMVUE)0.41
df290
t0.43
p0.33
Lowerbound of 95% confidence interval for Sharpe Ratio-1.45
Upperbound of 95% confidence interval for Sharpe Ratio2.27
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.45
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation2.27
Sortino ratio0.64
Upside Potential Ratio8.07
Upside part of mean1.07
Downside part of mean-0.99
Upside SD0.16
Downside SD0.13
N nonnegative terms120
N negative terms171
N of observations291
Mean of predictor0.10
Mean of criterion0.09
SD of predictor0.12
SD of criterion0.21
Covariance0.00
r0.03
b (slope, estimate of beta)0.05
a (intercept, estimate of alpha)0.08
Mean Square Error0.04
DF error289
t(b)0.51
p(b)0.31
t(a)0.41
p(a)0.34
Lowerbound of 95% confidence interval for beta-0.15
Upperbound of 95% confidence interval for beta0.25
Lowerbound of 95% confidence interval for alpha-0.31
Upperbound of 95% confidence interval for alpha0.47
Treynor index (mean / b)1.65
Jensen alpha (a)0.08
VaR(95%)0.02
Expected Shortfall on VaR0.03
VaR(95%)0.01
Expected Shortfall on VaR0.02
Mean0.32
SD0.16
Sharpe ratio (Glass type estimate)1.99
Sharpe ratio (Hedges UMVUE)1.98
df130
t1.41
p0.44
Lowerbound of 95% confidence interval for Sharpe Ratio-0.80
Upperbound of 95% confidence interval for Sharpe Ratio4.77
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.80
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation4.76
Sortino ratio3.36
Upside Potential Ratio10.61
Upside part of mean1.00
Downside part of mean-0.68
Upside SD0.13
Downside SD0.09
N nonnegative terms61
N negative terms70
N of observations131
Mean of predictor0.08
Mean of criterion0.32
SD of predictor0.16
SD of criterion0.16
Covariance-0.00
r-0.00
b (slope, estimate of beta)-0.00
a (intercept, estimate of alpha)0.32
Mean Square Error0.03
DF error129
t(b)-0.03
p(b)0.50
t(a)1.40
p(a)0.42
Lowerbound of 95% confidence interval for beta-0.18
Upperbound of 95% confidence interval for beta0.17
Lowerbound of 95% confidence interval for alpha-0.13
Upperbound of 95% confidence interval for alpha0.76
Treynor index (mean / b)-113.33
Jensen alpha (a)0.32
Mean0.30
SD0.16
Sharpe ratio (Glass type estimate)1.92
Sharpe ratio (Hedges UMVUE)1.91
df130
t1.36
p0.44
Lowerbound of 95% confidence interval for Sharpe Ratio-0.87
Upperbound of 95% confidence interval for Sharpe Ratio4.70
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.87
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation4.69
Sortino ratio3.20
Upside Potential Ratio10.43
Upside part of mean0.99
Downside part of mean-0.69
Upside SD0.13
Downside SD0.09
N nonnegative terms61
N negative terms70
N of observations131
Mean of predictor0.07
Mean of criterion0.30
SD of predictor0.16
SD of criterion0.16
Covariance-0.00
r-0.00
b (slope, estimate of beta)-0.00
a (intercept, estimate of alpha)0.30
Mean Square Error0.03
DF error129
t(b)-0.01
p(b)0.50
t(a)1.35
p(a)0.42
Lowerbound of 95% confidence interval for beta-0.17
VAR (95 Confidence Intrvl)0.01
Upperbound of 95% confidence interval for beta0.17
Lowerbound of 95% confidence interval for alpha-0.14
Upperbound of 95% confidence interval for alpha0.75
Treynor index (mean / b)-390.68
Jensen alpha (a)0.30
VaR(95%)0.01
Expected Shortfall on VaR0.02
VaR(95%)0.01
Expected Shortfall on VaR0.01

ORDER STATISTICS

Number of observations13
Minimum0.89
Quartile 10.98
Median1.00
Quartile 31.04
Maximum1.18
Mean of quarter 10.94
Mean of quarter 21.00
Mean of quarter 31.04
Mean of quarter 41.10
Inter Quartile Range0.06
Number outliers low1
Percentage of outliers low0.08
Mean of outliers low0.89
Number of outliers high1
Percentage of outliers high0.08
Mean of outliers high1.18
Extreme Value Index (moments method)-7.39
VaR(95%) (moments method)0.04
Expected Shortfall (moments method)0.04
Extreme Value Index (regression method)-0.77
VaR(95%) (regression method)0.11
Expected Shortfall (regression method)0.13
Number of observations291
Minimum0.95
Quartile 11.00
Median1
Quartile 31.00
Maximum1.08
Mean of quarter 10.99
Mean of quarter 21.00
Mean of quarter 31.00
Mean of quarter 41.02
Inter Quartile Range0.01
Number outliers low17
Percentage of outliers low0.06
Mean of outliers low0.98
Number of outliers high19
Percentage of outliers high0.07
Mean of outliers high1.03
Extreme Value Index (moments method)-0.39
VaR(95%) (moments method)0.01
Expected Shortfall (moments method)0.01
Extreme Value Index (regression method)-0.15
VaR(95%) (regression method)0.01
Expected Shortfall (regression method)0.02
Number of observations131
Minimum0.97
Quartile 11.00
Median1
Quartile 31.01
Maximum1.04
Mean of quarter 10.99
Mean of quarter 21.00
Mean of quarter 31.00
Mean of quarter 41.01
Inter Quartile Range0.01
Number outliers low8
Percentage of outliers low0.06
Mean of outliers low0.98
Number of outliers high8
Percentage of outliers high0.06
Mean of outliers high1.03
Extreme Value Index (moments method)0.29
VaR(95%) (moments method)0.01
Expected Shortfall (moments method)0.02
Extreme Value Index (regression method)-0.09
VaR(95%) (regression method)0.01
Expected Shortfall (regression method)0.02

DRAW DOWN STATISTICS

Number of observations4
Minimum0.00
Quartile 10.01
Median0.05
Quartile 30.10
Maximum0.11
Mean of quarter 10.00
Mean of quarter 20.02
Mean of quarter 30.09
Mean of quarter 40.11
Inter Quartile Range0.08
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 observations8
Minimum0.00
Quartile 10.01
Median0.02
Quartile 30.07
Maximum0.14
Mean of quarter 10.00
Mean of quarter 20.01
Mean of quarter 30.04
Mean of quarter 40.14
Inter Quartile Range0.06
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 observations7
Minimum0.00
Quartile 10.01
Median0.01
Quartile 30.04
Maximum0.14
Mean of quarter 10.00
Mean of quarter 20.01
Mean of quarter 30.03
Mean of quarter 40.09
Inter Quartile Range0.03
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high1
Percentage of outliers high0.14
Mean of outliers high0.14
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
Max Equity Drawdown (num days)205
Last 4 Months - Pcnt Negative0.0%

COMBINED STATISTICS

Annualized return (arithmetic extrapolation)0.13
Compounded annual return (geometric extrapolation)0.13
Calmar ratio (compounded annual return / max draw down)1.19
Compounded annual return / average of 25% largest draw downs1.19
Compounded annual return / Expected Shortfall lognormal1.03
j156mfCOMBRisPar0
j157mfCOMBRisPar0
Annualized return (arithmetic extrapolation)0.12
Compounded annual return (geometric extrapolation)0.12
Calmar ratio (compounded annual return / max draw down)0.86
Compounded annual return / average of 25% largest draw downs0.87
Compounded annual return / Expected Shortfall lognormal4.67
j313dfCOMBRisPar0
j314dfCOMBRisPar0
Annualized return (arithmetic extrapolation)0.36
Compounded annual return (geometric extrapolation)0.39
Calmar ratio (compounded annual return / max draw down)2.88
Compounded annual return / average of 25% largest draw downs4.38
Compounded annual return / Expected Shortfall lognormal20.88

Trading record

Placed 59 trades in real-life brokerage accounts.

SymbolSideQtyOpenedClosedP/L
NUGT long812May 23, 2018May 23, 2018($240)
DUST long830May 17, 2018May 17, 2018($55)
DUST long1692May 15, 2018May 15, 2018($145)
DUST long898May 14, 2018May 14, 2018($283)
NUGT long1534May 10, 2018May 10, 2018$159
DUST long1778May 8, 2018May 8, 2018($1,468)
NUGT long811May 3, 2018May 3, 2018($321)
NUGT long1652May 2, 2018May 2, 2018($1,067)
DUST long1812Apr 30, 2018Apr 30, 2018$579
DUST long1854Apr 25, 2018Apr 25, 2018($872)
NUGT long1680Apr 24, 2018Apr 24, 2018($178)
DUST long1860Apr 23, 2018Apr 23, 2018$130
DUST long1928Apr 20, 2018Apr 20, 2018($521)
NUGT long1616Apr 18, 2018Apr 18, 2018($1,182)
NUGT long1702Apr 13, 2018Apr 13, 2018$279
NUGT long1716Apr 11, 2018Apr 11, 2018$144
NUGT long1822Apr 10, 2018Apr 10, 2018$100
DUST long1763Apr 3, 2018Apr 3, 2018$87
DUST long1792Apr 3, 2018Apr 3, 2018($1,255)
NUGT long1850Apr 2, 2018Apr 2, 2018($9)
NUGT long964Mar 29, 2018Mar 29, 2018$101
DUST long1738Mar 28, 2018Mar 28, 2018$77
DUST long1834Mar 27, 2018Mar 27, 2018$467
DUST long1844Mar 27, 2018Mar 27, 2018($1,061)
NUGT long905Mar 26, 2018Mar 26, 2018($231)
NUGT long1876Mar 23, 2018Mar 23, 2018$1,303
NUGT long1906Mar 21, 2018Mar 21, 2018$1,829
DUST long1532Mar 20, 2018Mar 20, 2018($163)
DUST long791Mar 15, 2018Mar 15, 2018$137
DUST long1602Mar 7, 2018Mar 7, 2018$431

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.