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Stocks · Started Nov 2015

hypothetical · Annual Return (Compounded)
0.0%
Max Drawdown
100.0%
Trades
325
Win Trades
47.4%
Profit Factor
0.80
Win Months
25.0%

About this strategy

Golden Stone Quant is a system to generate trading signal for Nasdaq-100 Index based product such as 1x ETF QQQ, 2x ETF QLD and mini-Future.

The system follows trends of QLD, uses QLD/QID position to achieve profit in bear market, while still beats the market in bull market.

The trading action takes place at around 1-2 minutes before market close if position change is needed. Same as the issuing of trading signals.

QLD/QID is used to in my own trading account. For subscribers could use 1xETF or 3xETF subject to leverage preference.

For subscribers prefer low leverage, 1 x ETF could be used.

New update (2017-03-27)
=========================
The system has been upgraded since Jan 2017 to handle volatility better. The result since Jan 2017 looks very positive, with over 27% YTD return

website: https://goldenstonefund.wixsite.com/index
Wechat ID: goldenstonefund

金石量化系统是一个产生纳指-100 (Nasdaq-100) 交易买卖信号 的量化交易信号系统。

交易策略: 确保在熊市里取得正回报,同时在在牛市仍取得高于市场基准(纳斯达克)的回报。

系统核心: 系统性的结合多个不同的技术分析策略,包括趋势追随(Trend following) 和市场时机选择(Market timing),连同广泛的统计技术,从而达到稳定的收益,同时保持较低水平的风险。

系统根据QLD当天的价格变动,于收市前1到2分钟进行仓位调整, 同时向订阅者发布交易信号。

系统目前系统采用纳斯达-100 2xETF QLD 作为回报计算基准。喜好低风险的客户,可选择使用 1xETF。同样,喜好高回报/高风险的客户,可选择使用 3xETF, 或指数期货。

2017年3月27日更新
================================

系统于2017年初进行过一次调整,以降低波动率。2017年到目前的累计回报为27%

官网: https://goldenstonefund.wixsite.com/index
电邮: [email protected]
微信订阅号: goldenstonefund

Hypothetical Monthly Returns (includes fees/commissions)

YearJanFebMarAprMayJunJulAugSepOctNovDecYTD
2015-0.22.92.7
201629.85.8-3.2-7.83.5-6.5-1.1-3.1-15.5-5.324.6-19.0-8.2
201710.39.34.35.3-6.22.75.716.1-1.5-6.3-8.90.231.9
2018-6.4-16.75.4-3.6-10.1-2.5-7.8-8.3-2.316.12.133.6-9.1
2019-22.1-13.0-6.3-12.74.2-0.5-7.84.5-2.6-10.9-6.0-10.8-59.8
2020-5.5-15.735.4-37.2-13.0-19.0-21.9-26.915.62.8-30.9-16.7-81.4
2021-4.3-1.8-7.2-28.65.0-28.6-18.8-6.711.6-43.3-11.6-55.2-91.1
2022222.739.5-47.9178.5-1.239.4-45.226.947.5-13.6-25.740.3732.1
2023-34.52.5-26.5-26.9-70.0-104.5-2511.4-32.6-179.810.9-298.3-63.9-124.9
2024-27.6-15.2-6.7-27.7-35.5-34.9-7.0-1.4-8.9-1.8-6.2-9.9
2025-1.8-2.8-20.9-4.6-35.3-8.3-2.7-1.4-4.6-6.2-4.6-3.9
2026-1.4-2.1-4.5-12.6-6.1-0.2-4.8-5.9-2.1-4.6

Statistics

Overview

Strategy began11/25/2015
Suggested Minimum Capital$100,000
Age133 months
What it tradesStocks
# Trades325
# Profitable154
% Profitable47.4%
Avg trade duration12.1 days
Max peak-to-valley drawdown100.0%
drawdown periodAug 17, 2023 - Sept 26, 2026
Annual Return (Compounded)0.0%
Avg win$2,533
Avg loss$2,811

Ratios

W:L ratio0.82
Sharpe Ratio-0.41
Sortino Ratio-0.41
Calmar Ratio-0.47

CORRELATION STATISTICS

Correlation to SP500-0.50
Return Percent SP500 (cumu) during strategy life253.9%
Return of Strat Pcnt - Return of SP500 Pcnt (cumu)-368.3%

Return Statistics

Ann Return (w trading costs)0.0%
Return Pcnt (Compound or Annual, age-based, NFA compliant)0.0%
Return Pcnt Since TOS Status0.0%
Ann Return (Compnd, No Fees)-16.6%

Slump

Current Slump as Pcnt Equity—
Current Slump, time of slump as pcnt of strategy life0.8%

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 loss100.0%
Chance of 20% account loss100.0%
Chance of 30% account loss100.0%
Chance of 40% account loss100.0%
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)0
Popularity (Last 6 weeks)0
Popularity (7 days, Percentile 1000 scale)0

Trading Style

Any stock shorts? 0/10

Trades-Own-System Certification

Trades Own System?0
TOS percent0.0%

Win / Loss

Avg Loss$2,811
Avg Win$2,533
# Winners154
Sum Trade PL (losers)$480,653
Sum Trade PL (winners)$390,055
Num Months Winners32
# Losers171
% Winners47.4%

Dividends

Dividends Received in Model Acct4240

Age

Num Months filled monthly returns table92

Frequency

Avg Position Time (mins)17438.22
Avg Position Time (hrs)290.64
Avg Trade Length12.10
Last Trade Ago3156

Regression

Alpha0
Beta-3.78
Treynor Index0

Maximum Adverse Excursion (MAE)

MAE:Equity, average, all trades0.02
MAE:Equity, 95th Percentile Value for this strat0.06
MAE:Equity, average, losing trades0.03
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 trades-7.36
MAE:PL (avg, all trades)-1.04
MAE:PL (avg, losing trades)—
MAE:PL - Losing Trades - this strat Percentile of All Strats45.03
MAE:PL - Winning Trades - this strat Percentile of All Strats22.31
MAE:PL (avg, winning trades)—
MAE:PL - worst single value for strategy—
Avg(MAE) / Avg(PL) - Winning trades0.42
Avg(MAE) / Avg(PL) - Losing trades-1.37
Hold-and-Hope Ratio-0.02

RATIO STATISTICS

Mean-0.41
SD0.49
Sharpe ratio (Glass type estimate)-0.84
Sharpe ratio (Hedges UMVUE)-0.82
df41
t-1.57
p0.94
Lowerbound of 95% confidence interval for Sharpe Ratio-1.90
Upperbound of 95% confidence interval for Sharpe Ratio0.23
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-1.89
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation0.24
Sortino ratio-0.98
Upside Potential Ratio0.98
Upside part of mean0.41
Downside part of mean-0.82
Upside SD0.27
Downside SD0.42
N nonnegative terms17
N negative terms25
N of observations42
Mean of predictor0.37
Mean of criterion-0.41
SD of predictor0.26
SD of criterion0.49
Covariance-0.07
r-0.59
b (slope, estimate of beta)-1.11
a (intercept, estimate of alpha)0.00
Mean Square Error0.16
DF error40
t(b)-4.58
p(b)1.00
t(a)0.00
p(a)0.50
Lowerbound of 95% confidence interval for beta-1.59
Upperbound of 95% confidence interval for beta-0.62
Lowerbound of 95% confidence interval for alpha-0.47
Upperbound of 95% confidence interval for alpha0.47
Treynor index (mean / b)0.37
Jensen alpha (a)0.00
Mean-0.56
SD0.55
Sharpe ratio (Glass type estimate)-1.02
Sharpe ratio (Hedges UMVUE)-1.00
df41
t-1.91
p0.97
Lowerbound of 95% confidence interval for Sharpe Ratio-2.08
Upperbound of 95% confidence interval for Sharpe Ratio0.06
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-2.07
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation0.07
Sortino ratio-1.09
Upside Potential Ratio0.75
Upside part of mean0.38
Downside part of mean-0.94
Upside SD0.24
Downside SD0.51
N nonnegative terms17
N negative terms25
N of observations42
Mean of predictor0.34
Mean of criterion-0.56
SD of predictor0.24
SD of criterion0.55
Covariance-0.08
r-0.57
b (slope, estimate of beta)-1.28
a (intercept, estimate of alpha)-0.12
Mean Square Error0.21
DF error40
t(b)-4.42
p(b)1.00
t(a)-0.48
p(a)0.68
Lowerbound of 95% confidence interval for beta-1.86
Upperbound of 95% confidence interval for beta-0.69
Lowerbound of 95% confidence interval for alpha-0.65
Upperbound of 95% confidence interval for alpha0.40
Treynor index (mean / b)0.43
Jensen alpha (a)-0.12
VaR(95%)0.26
Expected Shortfall on VaR0.31
VaR(95%)0.18
Expected Shortfall on VaR0.31
Mean-0.48
SD0.40
Sharpe ratio (Glass type estimate)-1.22
Sharpe ratio (Hedges UMVUE)-1.22
df930
t-2.29
p0.99
Lowerbound of 95% confidence interval for Sharpe Ratio-2.26
Upperbound of 95% confidence interval for Sharpe Ratio-0.18
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-2.26
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.17
Sortino ratio-1.63
Upside Potential Ratio6.04
Upside part of mean1.79
Downside part of mean-2.27
Upside SD0.27
Downside SD0.30
N nonnegative terms440
N negative terms491
N of observations931
Mean of predictor0.40
Mean of criterion-0.48
SD of predictor0.26
SD of criterion0.40
Covariance-0.07
r-0.64
b (slope, estimate of beta)-0.98
a (intercept, estimate of alpha)-0.09
Mean Square Error0.09
DF error929
t(b)-25.65
p(b)1
t(a)-0.55
p(a)0.71
Lowerbound of 95% confidence interval for beta-1.06
Upperbound of 95% confidence interval for beta-0.91
Lowerbound of 95% confidence interval for alpha-0.41
Upperbound of 95% confidence interval for alpha0.23
Treynor index (mean / b)0.49
Jensen alpha (a)-0.09
Mean-0.56
SD0.40
Sharpe ratio (Glass type estimate)-1.41
Sharpe ratio (Hedges UMVUE)-1.41
df930
t-2.66
p1.00
Lowerbound of 95% confidence interval for Sharpe Ratio-2.45
Upperbound of 95% confidence interval for Sharpe Ratio-0.37
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-2.45
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation-0.37
Sortino ratio-1.84
Upside Potential Ratio5.72
Upside part of mean1.75
Downside part of mean-2.32
Upside SD0.26
Downside SD0.31
N nonnegative terms440
N negative terms491
N of observations931
Mean of predictor0.37
Mean of criterion-0.56
SD of predictor0.26
SD of criterion0.40
Covariance-0.07
r-0.64
b (slope, estimate of beta)-0.98
a (intercept, estimate of alpha)-0.20
Mean Square Error0.09
DF error929
t(b)-25.39
p(b)1
t(a)-1.25
p(a)0.89
Lowerbound of 95% confidence interval for beta-1.05
Upperbound of 95% confidence interval for beta-0.90
Lowerbound of 95% confidence interval for alpha-0.52
Upperbound of 95% confidence interval for alpha0.12
Treynor index (mean / b)0.58
Jensen alpha (a)-0.20
VaR(95%)0.04
Expected Shortfall on VaR0.05
VaR(95%)0.02
Expected Shortfall on VaR0.04
Mean-0.85
SD0.49
Sharpe ratio (Glass type estimate)-1.73
Sharpe ratio (Hedges UMVUE)-1.72
df130
t-1.23
p0.55
Lowerbound of 95% confidence interval for Sharpe Ratio-4.51
Upperbound of 95% confidence interval for Sharpe Ratio1.05
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-4.50
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation1.06
Sortino ratio-2.39
Upside Potential Ratio6.21
Upside part of mean2.21
Downside part of mean-3.06
Upside SD0.34
Downside SD0.36
N nonnegative terms53
N negative terms78
N of observations131
Mean of predictor1.20
Mean of criterion-0.85
SD of predictor0.45
SD of criterion0.49
Covariance-0.18
r-0.83
b (slope, estimate of beta)-0.90
a (intercept, estimate of alpha)0.23
Mean Square Error0.08
DF error129
t(b)-16.78
p(b)0.96
t(a)0.58
p(a)0.47
Lowerbound of 95% confidence interval for beta-1.01
Upperbound of 95% confidence interval for beta-0.80
Lowerbound of 95% confidence interval for alpha-0.55
Upperbound of 95% confidence interval for alpha1.01
Treynor index (mean / b)0.94
Jensen alpha (a)0.23
Mean-0.97
SD0.49
Sharpe ratio (Glass type estimate)-1.98
Sharpe ratio (Hedges UMVUE)-1.97
df130
t-1.40
p0.56
Lowerbound of 95% confidence interval for Sharpe Ratio-4.76
Upperbound of 95% confidence interval for Sharpe Ratio0.81
Lowerbound of 95% CI (Gibbons, Hedeker & Davis approximation-4.75
Upperbound of 95% CI (Gibbons, Hedeker & Davis approximation0.81
Sortino ratio-2.65
Upside Potential Ratio5.87
Upside part of mean2.15
Downside part of mean-3.12
Upside SD0.33
Downside SD0.37
N nonnegative terms53
N negative terms78
N of observations131
Mean of predictor1.09
Mean of criterion-0.97
SD of predictor0.45
SD of criterion0.49
Covariance-0.18
r-0.83
b (slope, estimate of beta)-0.90
a (intercept, estimate of alpha)0.01
Mean Square Error0.08
DF error129
t(b)-16.62
p(b)0.96
t(a)0.02
p(a)0.50
Lowerbound of 95% confidence interval for beta-1.00
VAR (95 Confidence Intrvl)0.04
Upperbound of 95% confidence interval for beta-0.79
Lowerbound of 95% confidence interval for alpha-0.78
Upperbound of 95% confidence interval for alpha0.79
Treynor index (mean / b)1.08
Jensen alpha (a)0.01
VaR(95%)0.05
Expected Shortfall on VaR0.06
VaR(95%)0.03
Expected Shortfall on VaR0.05

ORDER STATISTICS

Number of observations42
Minimum0.56
Quartile 10.89
Median0.97
Quartile 31.05
Maximum1.38
Mean of quarter 10.80
Mean of quarter 20.94
Mean of quarter 31.02
Mean of quarter 41.11
Inter Quartile Range0.16
Number outliers low2
Percentage of outliers low0.05
Mean of outliers low0.58
Number of outliers high1
Percentage of outliers high0.02
Mean of outliers high1.38
Extreme Value Index (moments method)0.39
VaR(95%) (moments method)0.24
Expected Shortfall (moments method)0.41
Extreme Value Index (regression method)0.48
VaR(95%) (regression method)0.21
Expected Shortfall (regression method)0.37
Number of observations931
Minimum0.86
Quartile 10.99
Median1.00
Quartile 31.01
Maximum1.14
Mean of quarter 10.97
Mean of quarter 20.99
Mean of quarter 31.00
Mean of quarter 41.02
Inter Quartile Range0.02
Number outliers low46
Percentage of outliers low0.05
Mean of outliers low0.94
Number of outliers high43
Percentage of outliers high0.05
Mean of outliers high1.06
Extreme Value Index (moments method)0.30
VaR(95%) (moments method)0.03
Expected Shortfall (moments method)0.05
Extreme Value Index (regression method)0.13
VaR(95%) (regression method)0.03
Expected Shortfall (regression method)0.04
Number of observations131
Minimum0.91
Quartile 10.98
Median1.00
Quartile 31.01
Maximum1.11
Mean of quarter 10.96
Mean of quarter 20.99
Mean of quarter 31.00
Mean of quarter 41.03
Inter Quartile Range0.02
Number outliers low7
Percentage of outliers low0.05
Mean of outliers low0.93
Number of outliers high10
Percentage of outliers high0.08
Mean of outliers high1.07
Extreme Value Index (moments method)0.19
VaR(95%) (moments method)0.04
Expected Shortfall (moments method)0.06
Extreme Value Index (regression method)0.10
VaR(95%) (regression method)0.04
Expected Shortfall (regression method)0.05

DRAW DOWN STATISTICS

Number of observations3
Minimum0.07
Quartile 10.14
Median0.21
Quartile 30.56
Maximum0.92
Mean of quarter 10.07
Mean of quarter 20.21
Mean of quarter 30
Mean of quarter 40.92
Inter Quartile Range0.42
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 10.03
Median0.04
Quartile 30.07
Maximum0.92
Mean of quarter 10.01
Mean of quarter 20.04
Mean of quarter 30.05
Mean of quarter 40.45
Inter Quartile Range0.04
Number outliers low0
Percentage of outliers low0
Mean of outliers low0
Number of outliers high2
Percentage of outliers high0.17
Mean of outliers high0.62
Extreme Value Index (moments method)-2.92
VaR(95%) (moments method)0.32
Expected Shortfall (moments method)0.32
Extreme Value Index (regression method)0.45
VaR(95%) (regression method)0.91
Expected Shortfall (regression method)2.24
Number of observations1
Minimum0.50
Quartile 10.50
Median0.50
Quartile 30.50
Maximum0.50
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?-611563712
Max Equity Drawdown (num days)1136
Last 4 Months - Pcnt Negative1.0%

COMBINED STATISTICS

Annualized return (arithmetic extrapolation)-0.24
Compounded annual return (geometric extrapolation)-0.43
Calmar ratio (compounded annual return / max draw down)-0.47
Compounded annual return / average of 25% largest draw downs-0.47
Compounded annual return / Expected Shortfall lognormal-1.38
j156mfCOMBRisPar0
j157mfCOMBRisPar0
Annualized return (arithmetic extrapolation)-0.24
Compounded annual return (geometric extrapolation)-0.43
Calmar ratio (compounded annual return / max draw down)-0.47
Compounded annual return / average of 25% largest draw downs-0.96
Compounded annual return / Expected Shortfall lognormal-8.35
j313dfCOMBRisPar0
j314dfCOMBRisPar0
Annualized return (arithmetic extrapolation)-0.77
Compounded annual return (geometric extrapolation)-0.62
Calmar ratio (compounded annual return / max draw down)-1.24
Compounded annual return / average of 25% largest draw downs0
Compounded annual return / Expected Shortfall lognormal-9.71

Trading record

Placed 123 trades in real-life brokerage accounts.

SymbolSideQtyOpenedClosedP/L
QLD long2160Mar 9, 2018Mar 12, 2018$1,321
QID long9030Mar 1, 2018Mar 9, 2018($10,209)
QLD long1315Mar 1, 2018Mar 1, 2018($2,504)
QID long9465Feb 27, 2018Mar 1, 2018$2,551
QLD long1255Feb 23, 2018Feb 27, 2018$748
QID long9260Feb 21, 2018Feb 23, 2018($1,394)
QLD long1275Feb 20, 2018Feb 21, 2018$1,959
QID long8910Feb 16, 2018Feb 20, 2018$1,153
QLD long2480Feb 15, 2018Feb 16, 2018$1,159
QID long8680Feb 14, 2018Feb 15, 2018($5,387)
QLD long1375Feb 13, 2018Feb 14, 2018$3,336
QID long8060Feb 9, 2018Feb 13, 2018($2,262)
QLD long1445Feb 9, 2018Feb 9, 2018$1,599
QID long7855Feb 8, 2018Feb 9, 2018($1,183)
QLD long1480Feb 7, 2018Feb 8, 2018($8,456)
QID long9140Feb 6, 2018Feb 7, 2018($2,381)
QLD long1535Feb 2, 2018Feb 6, 2018($10,965)
QID long10870Feb 1, 2018Feb 2, 2018$2,821
QLD long1470Jan 31, 2018Feb 1, 2018($1,798)
QID long11195Jan 30, 2018Jan 31, 2018($889)
QLD long1465Jan 26, 2018Jan 30, 2018($3,067)
QID long11580Jan 24, 2018Jan 26, 2018($3,711)
QLD long1550Jan 23, 2018Jan 24, 2018($1,788)
QID long11890Jan 22, 2018Jan 23, 2018($3,334)
QID long11700Jan 18, 2018Jan 19, 2018($824)
QLD long1665Jan 16, 2018Jan 18, 2018$2,792
QID long11230Jan 11, 2018Jan 16, 2018($1,577)
QLD long1700Jan 10, 2018Jan 11, 2018$1,695
QID long10920Jan 3, 2018Jan 10, 2018($4,264)
QLD long3610Dec 29, 2017Jan 3, 2018$6,650

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.