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Pangolin Z

Stocks · Started Mar 2013

hypothetical · Annual Return (Compounded)
20.3%
Max Drawdown
Trades
464
Win Trades
67.5%
Profit Factor
1.50
Win Months
11.2%

About this strategy

The Pangolin Z system looks for an extended period of time where an S&P 500 stock has underperformed the ^SPX, and is now also showing signs of being oversold. Since this is designed to find short-term pullbacks in otherwise healthy stocks, the stock has to be currently trading above its 200-day moving average.

The system is long-only and trades only highly liquid stocks within the S&P 500. Signals are generated each night and positions are entered or closed at the open on the next trading session. The system is algorithm-driven and completely mechanical.

Hypothetical Monthly Returns (includes fees/commissions)

YearJanFebMarAprMayJunJulAugSepOctNovDecYTD
20130.38.50.53.31.4-2.22.84.04.81.928.0
2014-0.50.68.93.42.02.9-5.23.0-6.5-7.25.40.66.2
20150.10.00.00.00.00.00.00.00.00.00.00.00.1
20160.00.00.00.00.00.00.00.00.00.00.00.00.0
20170.00.00.00.00.00.00.00.00.00.00.00.00.0
20180.00.00.00.00.00.00.00.00.00.00.00.00.0
20190.00.00.00.00.00.00.00.00.00.00.0
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 began3/26/2013
Suggested Minimum Capital$25,000
Age164 months
What it tradesStocks
# Trades464
# Profitable313
% Profitable67.5%
Avg trade duration7.0 days
Max peak-to-valley drawdown
drawdown period
Annual Return (Compounded)20.3%
Avg win$105
Avg loss$150

Ratios

W:L ratio1.49
Sharpe Ratio0.09
Sortino Ratio0.14
Calmar Ratio0.69

CORRELATION STATISTICS

Correlation to SP5000.15
Return Percent SP500 (cumu) during strategy life385.1%
Return of Strat Pcnt - Return of SP500 Pcnt (cumu)5.6%

Return Statistics

Ann Return (w trading costs)20.3%
Return Pcnt (Compound or Annual, age-based, NFA compliant)0.2%
Return Pcnt Since TOS Status0.0%
Ann Return (Compnd, No Fees)2.7%

Slump

Current Slump as Pcnt Equity13.1%
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 loss7.0%
Chance of 20% account loss0.5%
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%

Automation

Percentage Signals Automated0.0%

Popularity

Popularity (Today)851
Popularity (Last 6 weeks)895

Trading Style

Any stock shorts? 0/10

Trades-Own-System Certification

Trades Own System?0
TOS percent0.0%

Win / Loss

Avg Loss$150
Avg Win$105
# Winners313
Sum Trade PL (losers)$22,694
Sum Trade PL (winners)$32,812
Num Months Winners19
# Losers151
% Winners67.5%

Dividends

Dividends Received in Model Acct905

Age

Num Months filled monthly returns table163

Frequency

Avg Position Time (mins)10118.65
Avg Position Time (hrs)168.64
Avg Trade Length7
Last Trade Ago4274

Regression

Alpha0
Beta0.04
Treynor Index0.03

Maximum Adverse Excursion (MAE)

MAE:Equity, average, all trades0
MAE:Equity, 95th Percentile Value for this strat0
MAE:Equity, average, losing trades0.01
MAE:Equity, losing trades only, 95th Percentile Value for this strat
MAE:Equity, average, winning trades0
MAE:Equity, win trades only, 95th Percentile Value for this strat
Avg(MAE) / Avg(PL) - All trades6.14
MAE:PL (avg, all trades)0.33
MAE:PL (avg, losing trades)
MAE:PL - Losing Trades - this strat Percentile of All Strats47.13
MAE:PL - Winning Trades - this strat Percentile of All Strats43.53
MAE:PL (avg, winning trades)
MAE:PL - worst single value for strategy
Avg(MAE) / Avg(PL) - Winning trades0.67
Avg(MAE) / Avg(PL) - Losing trades-1.31
Hold-and-Hope Ratio0.16

RATIO STATISTICS

Mean0.20
SD0.14
Sharpe ratio (Glass type estimate)1.48
Sharpe ratio (Hedges UMVUE)1.42
df21
t2.00
p0.25
Lowerbound of 95% confidence interval for Sharpe Ratio-0.05
Upperbound of 95% confidence interval for Sharpe Ratio2.98
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.09
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation2.93
Sortino ratio2.75
Upside Potential Ratio4.43
Upside part of mean0.32
Downside part of mean-0.12
Upside SD0.12
Downside SD0.07
N nonnegative terms15
N negative terms7
N of observations22
Mean of predictor0.15
Mean of criterion0.20
SD of predictor0.10
SD of criterion0.14
Covariance0.01
r0.60
b (slope, estimate of beta)0.78
a (intercept, estimate of alpha)0.08
Mean Square Error0.01
DF error20
t(b)3.37
p(b)0.20
t(a)0.93
p(a)0.40
Lowerbound of 95% confidence interval for beta0.30
Upperbound of 95% confidence interval for beta1.27
Lowerbound of 95% confidence interval for alpha-0.10
Upperbound of 95% confidence interval for alpha0.27
Treynor index (mean / b)0.25
Jensen alpha (a)0.08
Mean0.19
SD0.13
Sharpe ratio (Glass type estimate)1.41
Sharpe ratio (Hedges UMVUE)1.36
df21
t1.91
p0.26
Lowerbound of 95% confidence interval for Sharpe Ratio-0.11
Upperbound of 95% confidence interval for Sharpe Ratio2.90
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.15
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation2.86
Sortino ratio2.54
Upside Potential Ratio4.21
Upside part of mean0.31
Downside part of mean-0.12
Upside SD0.12
Downside SD0.07
N nonnegative terms15
N negative terms7
N of observations22
Mean of predictor0.14
Mean of criterion0.19
SD of predictor0.10
SD of criterion0.13
Covariance0.01
r0.61
b (slope, estimate of beta)0.79
a (intercept, estimate of alpha)0.08
Mean Square Error0.01
DF error20
t(b)3.40
p(b)0.20
t(a)0.86
p(a)0.41
Lowerbound of 95% confidence interval for beta0.31
Upperbound of 95% confidence interval for beta1.28
Lowerbound of 95% confidence interval for alpha-0.11
Upperbound of 95% confidence interval for alpha0.26
Treynor index (mean / b)0.24
Jensen alpha (a)0.08
VaR(95%)0.05
Expected Shortfall on VaR0.06
VaR(95%)0.02
Expected Shortfall on VaR0.04
Mean0.19
SD0.11
Sharpe ratio (Glass type estimate)1.76
Sharpe ratio (Hedges UMVUE)1.76
df640
t2.41
p0.01
Lowerbound of 95% confidence interval for Sharpe Ratio0.32
Upperbound of 95% confidence interval for Sharpe Ratio3.20
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0.32
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation3.20
Sortino ratio2.63
Upside Potential Ratio9.65
Upside part of mean0.70
Downside part of mean-0.51
Upside SD0.08
Downside SD0.07
N nonnegative terms320
N negative terms321
N of observations641
Mean of predictor0.15
Mean of criterion0.19
SD of predictor0.11
SD of criterion0.11
Covariance0.01
r0.54
b (slope, estimate of beta)0.54
a (intercept, estimate of alpha)0.06
Mean Square Error0.01
DF error639
t(b)16.36
p(b)0
t(a)1.65
p(a)0.05
Lowerbound of 95% confidence interval for beta0.47
Upperbound of 95% confidence interval for beta0.60
Lowerbound of 95% confidence interval for alpha-0.02
Upperbound of 95% confidence interval for alpha0.24
Treynor index (mean / b)0.36
Jensen alpha (a)0.11
Mean0.19
SD0.11
Sharpe ratio (Glass type estimate)1.71
Sharpe ratio (Hedges UMVUE)1.71
df640
t2.33
p0.01
Lowerbound of 95% confidence interval for Sharpe Ratio0.27
Upperbound of 95% confidence interval for Sharpe Ratio3.15
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation0.27
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation3.14
Sortino ratio2.53
Upside Potential Ratio9.53
Upside part of mean0.70
Downside part of mean-0.51
Upside SD0.08
Downside SD0.07
N nonnegative terms320
N negative terms321
N of observations641
Mean of predictor0.14
Mean of criterion0.19
SD of predictor0.11
SD of criterion0.11
Covariance0.01
r0.54
b (slope, estimate of beta)0.54
a (intercept, estimate of alpha)0.11
Mean Square Error0.01
DF error639
t(b)16.41
p(b)0
t(a)1.61
p(a)0.05
Lowerbound of 95% confidence interval for beta0.47
Upperbound of 95% confidence interval for beta0.60
Lowerbound of 95% confidence interval for alpha-0.02
Upperbound of 95% confidence interval for alpha0.24
Treynor index (mean / b)0.35
Jensen alpha (a)0.11
VaR(95%)0.01
Expected Shortfall on VaR0.01
VaR(95%)0.00
Expected Shortfall on VaR0.01
Mean-0.17
SD0.10
Sharpe ratio (Glass type estimate)-1.64
Sharpe ratio (Hedges UMVUE)-1.63
df171
t-1.16
p0.56
Lowerbound of 95% confidence interval for Sharpe Ratio-4.41
Upperbound of 95% confidence interval for Sharpe Ratio1.14
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-4.41
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.15
Sortino ratio-2.10
Upside Potential Ratio6.02
Upside part of mean0.47
Downside part of mean-0.64
Upside SD0.06
Downside SD0.08
N nonnegative terms70
N negative terms102
N of observations172
Mean of predictor0.12
Mean of criterion-0.17
SD of predictor0.12
SD of criterion0.10
Covariance0.01
r0.50
b (slope, estimate of beta)0.43
a (intercept, estimate of alpha)-0.22
Mean Square Error0.01
DF error170
t(b)7.57
p(b)0.25
t(a)-1.73
p(a)0.57
Lowerbound of 95% confidence interval for beta0.32
Upperbound of 95% confidence interval for beta0.54
Lowerbound of 95% confidence interval for alpha-0.46
Upperbound of 95% confidence interval for alpha0.03
Treynor index (mean / b)-0.39
Jensen alpha (a)-0.22
Mean-0.17
SD0.10
Sharpe ratio (Glass type estimate)-1.69
Sharpe ratio (Hedges UMVUE)-1.68
df171
t-1.19
p0.56
Lowerbound of 95% confidence interval for Sharpe Ratio-4.46
Upperbound of 95% confidence interval for Sharpe Ratio1.09
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-4.46
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.10
Sortino ratio-2.15
Upside Potential Ratio5.96
Upside part of mean0.47
Downside part of mean-0.64
Upside SD0.06
Downside SD0.08
N nonnegative terms70
N negative terms102
N of observations172
Mean of predictor0.11
Mean of criterion-0.17
SD of predictor0.12
SD of criterion0.10
Covariance0.01
r0.50
b (slope, estimate of beta)0.43
a (intercept, estimate of alpha)-0.22
Mean Square Error0.01
DF error170
t(b)7.58
p(b)0.25
t(a)-1.75
p(a)0.57
Lowerbound of 95% confidence interval for beta0.32
VAR (95 Confidence Intrvl)0.01
Upperbound of 95% confidence interval for beta0.54
Lowerbound of 95% confidence interval for alpha-0.46
Upperbound of 95% confidence interval for alpha0.03
Treynor index (mean / b)-0.40
Jensen alpha (a)-0.22
VaR(95%)0.01
Expected Shortfall on VaR0.01
VaR(95%)0.00
Expected Shortfall on VaR0.01

ORDER STATISTICS

Number of observations22
Minimum0.93
Quartile 10.98
Median1.03
Quartile 31.04
Maximum1.08
Mean of quarter 10.97
Mean of quarter 21.02
Mean of quarter 31.03
Mean of quarter 41.06
Inter Quartile Range0.05
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)0.32
VaR(95%) (moments method)0.04
Expected Shortfall (moments method)0.07
Extreme Value Index (regression method)0.86
VaR(95%) (regression method)0.04
Expected Shortfall (regression method)0.25
Number of observations641
Minimum0.97
Quartile 11.00
Median1
Quartile 31.00
Maximum1.03
Mean of quarter 10.99
Mean of quarter 21.00
Mean of quarter 31.00
Mean of quarter 41.01
Inter Quartile Range0.00
Number outliers low61
Percentage of outliers low0.10
Mean of outliers low0.99
Number of outliers high48
Percentage of outliers high0.07
Mean of outliers high1.01
Extreme Value Index (moments method)0.16
VaR(95%) (moments method)0.00
Expected Shortfall (moments method)0.01
Extreme Value Index (regression method)-0.00
VaR(95%) (regression method)0.01
Expected Shortfall (regression method)0.01
Number of observations172
Minimum0.98
Quartile 11.00
Median1
Quartile 31.00
Maximum1.03
Mean of quarter 10.99
Mean of quarter 21.00
Mean of quarter 31.00
Mean of quarter 41.01
Inter Quartile Range0.00
Number outliers low20
Percentage of outliers low0.12
Mean of outliers low0.99
Number of outliers high8
Percentage of outliers high0.05
Mean of outliers high1.01
Extreme Value Index (moments method)0.05
VaR(95%) (moments method)0.01
Expected Shortfall (moments method)0.01
Extreme Value Index (regression method)-0.42
VaR(95%) (regression method)0.01
Expected Shortfall (regression method)0.01

DRAW DOWN STATISTICS

Number of observations4
Minimum0.02
Quartile 10.02
Median0.03
Quartile 30.06
Maximum0.14
Mean of quarter 10.02
Mean of quarter 20.02
Mean of quarter 30.03
Mean of quarter 40.14
Inter Quartile Range0.04
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high1
Percentage of outliers high0.25
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
Number of observations45
Minimum0.00
Quartile 10.00
Median0.00
Quartile 30.01
Maximum0.15
Mean of quarter 10.00
Mean of quarter 20.00
Mean of quarter 30.01
Mean of quarter 40.04
Inter Quartile Range0.01
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high6
Percentage of outliers high0.13
Mean of outliers high0.07
Extreme Value Index (moments method)0.85
VaR(95%) (moments method)0.04
Expected Shortfall (moments method)0.31
Extreme Value Index (regression method)1.48
VaR(95%) (regression method)0.03
Expected Shortfall (regression method)0
Number of observations2
Minimum0.00
Quartile 10.03
Median0.07
Quartile 30.10
Maximum0.14
Mean of quarter 10.00
Mean of quarter 20
Mean of quarter 30
Mean of quarter 40.14
Inter Quartile Range0.07
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
Max Equity Drawdown (num days)106
Last 4 Months - Pcnt Negative0.0%

COMBINED STATISTICS

Annualized return (arithmetic extrapolation)0.24
Compounded annual return (geometric extrapolation)0.22
Calmar ratio (compounded annual return / max draw down)1.57
Compounded annual return / average of 25% largest draw downs1.57
Compounded annual return / Expected Shortfall lognormal3.55
j156mfCOMBRisPar0
j157mfCOMBRisPar0
Annualized return (arithmetic extrapolation)0.24
Compounded annual return (geometric extrapolation)0.22
Calmar ratio (compounded annual return / max draw down)1.47
Compounded annual return / average of 25% largest draw downs5.26
Compounded annual return / Expected Shortfall lognormal18.82
j313dfCOMBRisPar0
j314dfCOMBRisPar0
Annualized return (arithmetic extrapolation)-0.15
Compounded annual return (geometric extrapolation)-0.15
Calmar ratio (compounded annual return / max draw down)-1.07
Compounded annual return / average of 25% largest draw downs-1.07
Compounded annual return / Expected Shortfall lognormal-12.71

Trading record

Placed 748 trades in real-life brokerage accounts.

SymbolSideQtyOpenedClosedP/L
AMT long45Dec 17, 2014Dec 22, 2014$163
ALXN long10Dec 17, 2014Dec 22, 2014$104
LM long50Dec 12, 2014Dec 19, 2014$34
AAPL long20Dec 16, 2014Dec 19, 2014$112
NI long85Dec 16, 2014Dec 18, 2014$192
RHT long65Dec 9, 2014Dec 18, 2014$96
EMC long135Dec 15, 2014Dec 18, 2014$137
ROP long25Dec 15, 2014Dec 18, 2014$99
DPS long60Dec 10, 2014Dec 18, 2014($15)
SWK long60Dec 1, 2014Dec 18, 2014$64
PAYX long130Dec 10, 2014Dec 18, 2014$91
AA long145Dec 11, 2014Dec 16, 2014($156)
VRSN long75Dec 3, 2014Dec 16, 2014($166)
KO long100Dec 10, 2014Dec 16, 2014($186)
JCI long75Dec 10, 2014Dec 15, 2014($137)
MCO long40Dec 9, 2014Dec 12, 2014($119)
CF long10Dec 9, 2014Dec 12, 2014($131)
ADBE long55Dec 11, 2014Dec 12, 2014$281
ADS long15Dec 8, 2014Dec 11, 2014$55
DNB long30Dec 9, 2014Dec 11, 2014($129)
GMCR long15Dec 5, 2014Dec 10, 2014$83
DTV long85Dec 4, 2014Dec 9, 2014($166)
HRL long65Nov 26, 2014Dec 8, 2014$134
WMB long50Dec 1, 2014Dec 8, 2014($127)
ETFC long120Dec 2, 2014Dec 5, 2014$153
STI long120Dec 2, 2014Dec 5, 2014$186
JNJ long55Nov 25, 2014Dec 1, 2014$92
KSU long30Dec 1, 2014Dec 1, 2014($137)
PCG long70Nov 25, 2014Nov 28, 2014$101
RSG long115Nov 24, 2014Nov 28, 2014$71

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.