A frozen protocol, numbered 1388-1389, is in place. OEF is the primary investment, while SPY and IWM are used for comparison. The holdout period, which is a time when the investment strategy is not used to make actual investment decisions, is divided into several time frames: 2016-2020, 2021-2025, and January to August 2026. The common 20-session warmup removes January 2016 from consideration. Week 3 is determined by the calendar Friday ordinal, and holidays use the last actual trading session. The parent strategy uses the previous week's last close to the current week's last close, open first open to last close, and a managed stop with a 1.5 average daily range target, narrow at 0.75 and 1.125, and wide at 1.25 and 1.875. A breakeven raises the stop the next session after a +1 average daily range high. The stop-first open, high, low, and close ambiguity is addressed, and adverse gaps at open are considered, while favorable gaps are capped at the target. Time exit is determined by the last close. The Vectorbt system is used, which is a long-only strategy with a fee of 1 basis point plus 15 basis points slippage per side, and each independent sleeve starts with 1000 USD. Idle cash is set to 0. Every final cash return is reconciled with compounded cash trade returns and trade count. Drawdown is observed at open and close marks, not full intraday. The mean confidence interval is from 10,000 quarter-block samples. A news scan found the source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051. The OEF figures and comparison figures are as follows: the SPY had a sample size of 60, a win rate of 33.33%, a mean of -0.55, an average win of 0.88, an average loss of 1.27, and a return of -28.58%. The IWM had a sample size of 60, a win rate of 41.67%, a mean of -0.39, an average win of 1.53, an average loss of 1.75, and a return of -21.41%. The portfolio return was -24.11% and the portfolio drawdown was 24.78%.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary fund, while SPY and IWM are comparison funds, not alternatives chosen for better returns. The holdout period is divided into development from 2016 to 2020, holdout from 2021 to 2025, and an extension from January to August 2026. A 20-session warmup period removes January 2016 from consideration. Week 3 is determined by the calendar Friday ordinal, with holidays using the last actual session. The parent fund's previous week last close to current week last close, open first open to last close, and managed stop are all considered, with a narrow stop of 0.75 and 1.125, and a wide stop of 1.25 and 1.875. A breakeven raises the stop the next session after a high of +1 ADR. The Vectorbt system is used, with explicit long-only positions, a fee of 1 basis point plus 5 basis points slippage per side, and 1000 USD each for independent sleeves, with idle cash at 0. Every final cash return reconciles compounded cash trade returns and trade count. Drawdown is observed at open and close marks, not full intraday. A news scan found the figures for OEF and comparison funds, including SPY and IWM, with sample sizes, win rates, mean returns, average wins and losses, and worst returns. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A news scan found the headline 'QOE90906 OEF primary: holdout breakeven week3 16bps'. This refers to a trading strategy, where OEF is the main investment, and SPY and IWM are used for comparison. The strategy uses a 'frozen protocol', which is a set of rules that do not change, and 'holdout', which means some data is set aside to test the strategy. The data is divided into different time periods: 2016-2020, 2021-2025, and January to August 2026. The strategy uses a 'common 20-session warmup', which means it ignores the first 20 days of data in 2016. It also uses a'managed stop', which is a rule to limit losses, and a 'breakeven' rule, which means the strategy will stop losing money when it reaches a certain point. The strategy is 'long only', which means it only buys investments, and it uses a'vectorbt' system, which is a type of computer program. The results show that the OEF strategy had a return of -26.94% and a drawdown of 27.35%, while the SPY and IWM comparisons had returns of -26.94% and -23.80%, and drawdowns of 27.35% and 30.48%, respectively. The data comes from two sources: https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary investment, while SPY and IWM are used for comparison. The holdout period, which is a time period used to test the investment strategy, is divided into several parts: development from 2016 to 2020, holdout from 2021 to 2025, and an extension from January to August 2026. The common 20-session warmup removes January 2016 from consideration. Week 3 is determined by the calendar Friday ordinal, and holidays use the last actual trading session. The parent strategy uses the previous week's last close to the current week's last close, open first open to last close, and a managed stop with a 1.5 average daily range target. The breakeven point raises the stop in the next session after a high of +1 average daily range. A news scan found the headline was not necessary for this report, instead, the details of the trading strategy are provided. The strategy is long-only, with a fee of 1 basis point plus 5 basis points slippage per side, and 1000 USD is used for each independent sleeve. Every final cash return is reconciled with compounded cash trade returns and trade count. Drawdown is observed at open and close marks, not full intraday. The mean confidence interval is from 10,000 quarter-block samples. The holdout has been historically reused across other strategies. The OEF figures are provided below, along with comparison figures and an equal-sleeve portfolio. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A news scan found the headline 'QOE90906 OEF primary: holdout managed week3 16bps'. This refers to a trading fund manager's notes. The fund manager used a frozen protocol, which is a set of rules that do not change, numbered 1388–1389. OEF is the main fund, and SPY and IWM are comparison funds, not alternatives chosen for better returns. The holdout period, which is a time when the fund is not actively traded, was from 2016 to 2020 and 2021 to 2025, with an extension from January to August 2026. The fund manager used a 20-session warmup period, which removes the first 20 trading sessions, in this case, only January 2016. The week is measured by the calendar Friday, and holidays use the last actual trading session. The fund manager made decisions based on the previous week's last close to the current week's last close, and from the first open to the last close. The manager used a managed stop, which is a rule to limit losses, with a lag of 20 sessions, and a target of 1.5 times the average daily range, or ADR, which is the average difference between the high and low prices of a trading day. The stop loss, which is the price at which the manager sells to limit losses, is raised to the breakeven point, or the price at which the trade does not make a loss, after the price reaches 1 times the ADR high. The fund manager used a vectorbt, which is a tool for backtesting trading strategies, with a long-only strategy, which means only buying, not selling, and a fee of 1 basis point, or 0.01%, plus 15 basis points, or 0.15%, slippage per trade, with 1000 USD in each independent fund, and no idle cash. Every cash return is reconciled, or matched, with the compounded cash trade returns and trade count. The drawdown, which is the difference between the highest and lowest prices, is observed at the open and close marks, not during the whole trading day. The fund manager did not claim live 15-minute fills, cash-dividend accounting, partial-taking, or whole-lot replication. The mean confidence interval, or CI, is from 10,000 quarter-block samples, not independent daily or cross-asset observations. The holdout period has been historically reused across other strategies, not pristine research-wide out-of-sample, or OOS. The OEF figures are below, as well as the comparison figures and equal-sleeve portfolio. A data line found the following figures for SPY and IWM: SPY had a sample size of 60, a win rate of 33.33%, a mean return of -0.49%, an average win of 1.29%, an average loss of 1.38%, a quarter Kelly criterion, which is a measure of risk, of 0, a worst return of -3.18%, a return of -26.15%, a drawdown of 26.56%, and exit counts of 24 stops, 14 time exits, 11 targets, 6 stop gaps, and 5 target gaps. IWM had a sample size of 60, a win rate of 45%, a mean return of -0.41%, an average win of 1.59%, an average loss of 2.05%, a quarter Kelly criterion of 0, a worst return of -3.53%, a return of -22.93%, a drawdown of 30.48%, and exit counts of 26 stops, 12 time exits, 11 targets, 6 target gaps, and 5 stop gaps. The portfolio return was -24.06%, and the portfolio drawdown was 25.85%. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388–1389, is in place. OEF is the primary fund, while SPY and IWM are comparison funds, not alternatives chosen for better returns. The holdout period is divided into development from 2016 to 2020, holdout from 2021 to 2025, and an extension from January to August 2026, with entries and exits only within these time frames. A common 20-session warmup period removes January 2016 from consideration. Week 3 is determined by the calendar Friday ordinal, with holidays using the last actual trading session. The parent fund's previous week last close to current week last close, open first open to last close, and managed stop are based on a lagged 20-session average daily range, with a target of 1.5 times the average daily range. The stop loss is narrowed to 0.75 and 1.125, and widened to 1.25 and 1.875. If the fund reaches a high of +1 average daily range, the stop loss is raised the next session. A news scan found the headline is not applicable here, instead, the Vectorbt system is used for explicit long-only trades, with a fee of 1 basis point plus 5 basis points slippage per side, and 1000 USD each for independent sleeves, with idle cash set to 0. Every final cash return is reconciled with compounded cash trade returns and trade count. Drawdown is observed at open and close marks, not full intraday. The mean confidence interval is from 10,000 quarter-block samples, not independent daily or cross-asset observations. The holdout period has been historically reused across other strategies. The OEF figures are below, along with comparison figures and an equal-sleeve portfolio. A data line found the following statistics for SPY and IWM: SPY has a sample size of 60, a win rate of 33.33333333333333%, a mean of -0.2945291391217747, an average win of 1.4913346486277168, an average loss of 1.1874610329965205, a quarter Kelly criterion of 0, a worst loss of -2.9877007192556926, a return of -16.73375946524187, a drawdown of 20.477168617650122, and exit counts of 24 stops, 14 time exits, 11 targets, 6 stop gaps, and 5 target gaps. IWM has a sample size of 60, a win rate of 45%, a mean of -0.2146764681122909, an average win of 1.7937215766184165, an average loss of 1.8579112319828697, a quarter Kelly criterion of 0, a worst loss of -3.3326290969262318, a return of -13.10334656196436, a drawdown of 27.571072460280877, and exit counts of 26 stops, 12 time exits, 11 targets, 6 target gaps, and 5 stop gaps. The portfolio return is -14.378633683217078 and the portfolio drawdown is 22.695845615352372. All data points were recorded in matching observations. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
The automated trading fund manager has decided to hold the OEF primary position open for week 3, with a return of 16 basis points. The fund uses a frozen protocol, numbers 1388-1389, and considers OEF as the primary investment, while SPY and IWM are used for comparison. The holdout period is divided into development, from 2016 to 2020, and extension, from 2021 to 2025, and January to August 2026. A 20-session warmup period is used, which removes January 2016 from consideration. The fund's performance is evaluated on a weekly basis, with the week ending on a Friday. The fund uses a managed stop-loss system, which is adjusted based on the stock's average daily range. The system also uses a breakeven stop, which is raised after the stock reaches a certain high. The fund's returns are calculated using a vectorbt system, which is a type of backtesting framework, with a fee of 1 basis point and a slippage of 15 basis points per trade. The results show that the OEF fund has a return of -27.93%, with a drawdown of 29.39%, while the SPY and IWM comparison funds have returns of -27.93% and -35.73%, respectively. The data used to calculate these returns comes from the sources https://runway.adityaperswal.workers.dev/data/stock-bars and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary fund, while SPY and IWM are comparison funds, not alternatives chosen for better returns. The holdout period is divided into development from 2016 to 2020, holdout from 2021 to 2025, and an extension from January to August 2026, with entries and exits only within these time frames. A 20-session warmup period removes January 2016 from consideration. Week 3 is determined by the calendar Friday ordinal, with holidays using the last actual trading session. The parent fund's performance is measured from the last close of the previous week to the last close of the current week, and from the first open to the last close, with a managed stop at 1.5 times the average daily range, and a narrow range of 0.75 to 1.125 and a wide range of 1.25 to 1.875. The stop is raised to the next session after a high of +1 average daily range. A vectorbt model is used, with a long-only strategy, a fee of 1 basis point plus 5 basis points slippage per side, and 1000 USD each for independent sleeves, with idle cash at 0. Every final cash return is reconciled with compounded cash trade returns and trade count. Drawdown is observed at open and close marks, not intraday. The mean confidence interval is from 10,000 quarter-block samples. The holdout period has been historically reused across other strategies. OEF figures are provided below, along with comparison figures and an equal-sleeve portfolio. A news scan found the data: {"SPY":{"sample":60,"win_rate":40,"mean":-0.32288948173834764,"avgwin":1.7025609793739054,"avgloss":1.6731897891465162,"quarterkelly":0,"worst":-5.406892901447968,"return":-18.73784367002339,"drawdown":22.206382789286415,"exit_counts":{"time":60},"ambiguous":0,"mean_ci_pct":["-0.761479295985527","0.08544783961316062"]},"IWM":{"sample":60,"win_rate":46.666666666666664,"mean":-0.49855739216253836,"avgwin":1.7527389852405046,"avgloss":2.4684417223902013,"quarterkelly":0,"worst":-7.2794686125530745,"return":-27.532133374280953,"drawdown":36.714541438829414,"exit_counts":{"time":60},"ambiguous":0,"mean_ci_pct":["-1.0921638231656152","0.12097433113459148"]},"portfolio_return":-20.8666154028044,"portfolio_drawdown":26.015785983414407}. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388–1389, is in place. OEF is the primary investment, while SPY and IWM are used for comparison and are not alternatives chosen for better returns. The holdout period is divided into development from 2016 to 2020, holdout from 2021 to 2025, and an extension from January to August 2026, with trades only occurring within these set periods. A common 20-session warm-up period is applied, excluding January 2016. Week 3 is determined by the calendar Friday ordinal, with holidays using the last actual trading session. The parent strategy looks at the previous week's last close to the current week's last close, open from the first open to the last close, and uses a managed stop with a lag of 20 sessions, an average daily range (ADR) target of 1.5 times the ADR, with narrow, medium, and wide ranges set at 0.75/1.125 and 1.25/1.875, respectively. The stop loss is raised to the next session after a high of +1 ADR, and any ambiguity at the open, adverse gap, or favorable gap is capped at the target, with time exits at the last close. The strategy is explicitly long-only, with fees of 1 basis point plus 15 basis points slippage per trade side, and each independent sleeve starts with $1000, with idle cash set to 0. Every final cash return is reconciled with compounded cash trade returns and trade count. Drawdown is observed at open and close marks, not intraday. The mean confidence interval (CI) is from 10,000 quarter-block samples. The holdout period has been historically reused across other strategies. The OEF figures are provided below, along with comparison figures for SPY and IWM, and an equal-sleeve portfolio. A news scan found the data: {"SPY":{"sample":60,"win_rate":40,"mean":-0.45527366589125223,"avgwin":1.700161021196986,"avgloss":1.8922301239500776,"quarterkelly":0,"worst":-6.055381329155574,"return":-25.149062672834415,"drawdown":29.309168553048014,"exit_counts":{"time":60},"ambiguous":0,"mean_ci_pct":["-1.0035406331975347","0.024752591706999873"]},"IWM":{"sample":60,"win_rate":48.333333333333336,"mean":-0.6069232057786861,"avgwin":1.8081613151369234,"avgloss":2.866195822119095,"quarterkelly":0,"worst":-8.37363471690723,"return":-32.38137837171406,"drawdown":43.129032402791964,"exit_counts":{"time":60},"ambiguous":0,"mean_ci_pct":["-1.3047777733461294","0.12985818514410147"]},"portfolio_return":-27.14079811631206,"portfolio_drawdown":32.6108078407096}. The source of this data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388–1389, is in place. OEF is the primary investment, while SPY and IWM are used for comparison and are not alternatives chosen for better returns. The holdout period is divided into development from 2016 to 2020, holdout from 2021 to 2025, and an extension from January to August 2026, with trades only occurring within these set periods. A common 20-session warm-up period is applied, excluding January 2016. Week 3 is determined by the calendar Friday ordinal, with holidays using the last actual trading session. The parent strategy looks at the previous week's last close to the current week's last close, and from the first open to the last close, with a managed stop that is 1.5 times the average daily range, lagged by 20 sessions. The stop is narrowed to 0.75 or 1.125 times the average daily range, and widened to 1.25 or 1.875 times the average daily range. If the investment reaches a high of +1 average daily range, the stop is raised to the breakeven point at the next session. A news scan found the headline 'Vectorbt explicit longonly', which refers to a type of investment strategy that only buys assets, with fees of 1 basis point plus 5 basis points of slippage per trade, and 1000 USD allocated to each independent investment. Cash returns are reconciled with trade returns and trade counts. Drawdowns are observed at the open and close of trading, not throughout the day. The mean confidence interval is calculated from 10,000 quarter-block samples. The holdout period has been reused across other strategies. The OEF figures are provided below, along with comparison figures for SPY and IWM, and an equal-sleeve portfolio. A data line found the following statistics for SPY and IWM: SPY has a sample size of 60, a win rate of 41.67%, a mean return of -0.256%, an average win of 1.828%, an average loss of 1.744%, a worst return of -5.867%, a return of -15.606%, a drawdown of 25.184%, and an exit count of 60. IWM has a sample size of 60, a win rate of 50%, a mean return of -0.408%, an average win of 1.950%, an average loss of 2.766%, a worst return of -8.190%, a return of -23.760%, a drawdown of 39.127%, and an exit count of 60. The portfolio return is -17.851% and the portfolio drawdown is 28.669%. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary investment, while SPY and IWM are used for comparison. The training period for this investment strategy is from 2016 to 2020, with a holdout period from 2021 to 2025, and an extension from January to August 2026. A common 20-session warmup period is used, excluding January 2016. The third week is determined by the calendar Friday ordinal, with holidays using the last actual session. The investment strategy uses a managed stop, with a lag of 20 sessions, and a target of 1.5 times the average daily range. The stop is raised to breakeven after a high of +1 average daily range. A vectorbt explicit long-only strategy is used, with a fee of 1 basis point plus 15 basis points slippage per side, and 1000 USD each for independent sleeves. The results show a return of -11.575395864137374 for SPY, and -6.722116142443769 for IWM, with a drawdown of 16.49748709719573 for SPY, and 15.956789813250216 for IWM. The portfolio return is -7.858732322364659, with a drawdown of 12.23382201686649. A news scan found the source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary fund, while SPY and IWM are comparison funds, not alternatives chosen for better returns. The training period is from 2016 to 2020, the holdout period is from 2021 to 2025, and the extension period is from January to August 2026. A 20-session warmup period removes January 2016 from consideration. Week 3 is determined by the calendar Friday ordinal, and holidays use the last actual trading session. The parent fund's previous week last close is compared to the current week last close. The open is from the first open to the last close. A managed stop is in place, with a 1.5 average daily range target, and a breakeven stop that raises the next session after a +1 average daily range high. A news scan found the headline was not applicable, instead, a data line showed the following results for OEF, SPY, and IWM. The results include a 6 basis points return. A vectorbt explicit long-only strategy is used, with a fee of 1 basis point plus 5 basis points slippage per side, and 1000 USD each for independent sleeves, with idle cash at 0. Every final cash return reconciles compounded cash trade returns and trade count. Drawdown is observed at open and close marks, not full intraday. The results for OEF, SPY, and IWM are as follows: SPY had a sample size of 59, a win rate of 52.54%, a mean return of 0.004051, an average win of 1.177908, an average loss of 1.295577, a quarter Kelly criterion of 0.000859795, a worst return of -5.537784, a return of -0.500722, a drawdown of 14.895684, and exit counts of time 25, stop 20, target 11, and target gap 3. IWM had a sample size of 59, a win rate of 55.93%, a mean return of 0.103138, an average win of 1.618928, an average loss of 1.820749, a quarter Kelly criterion of 0.015926953, a worst return of -6.276535, a return of 4.960402, a drawdown of 11.907888, and exit counts of time 25, stop 18, target 11, stop gap 3, and target gap 2. The portfolio return was 3.681432, and the portfolio drawdown was 8.977276. All datapoints were recorded in matching observations. Source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all ; https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388–1389, is in place. OEF is the primary investment, while SPY and IWM are used for comparison. The training period for this investment strategy is from 2016 to 2020, with a holdout period from 2021 to 2025, and an extension from January to August 2026. A common 20-session warmup period is used, which removes January 2016 from consideration. The third week is determined by the calendar Friday ordinal, and holidays use the last actual trading session. The investment strategy uses a parent previous week last close to current week last close, open first open to last close, and a managed stop with a 1.5 average daily range target. The stop loss is raised to the next session after a +1 average daily range high. A vectorbt explicit long-only strategy is used, with a fee of 1 basis point plus 15 basis points slippage per side, and 1000 USD each independent sleeve. The drawdown is observed at open and close marks, not full intraday. The results for OEF and the comparison figures are as follows: SPY had a sample size of 59, a win rate of 49.15%, a mean return of -0.0276%, and a drawdown of 8.25%. IWM had a sample size of 59, a win rate of 42.37%, a mean return of -0.3737%, and a drawdown of 24.25%. The portfolio return was -7.9229% and the portfolio drawdown was 10.8444%. The source of this data is https://runway.adityaperswal.workers.dev/data/stock-bars and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388–1389, is in place. OEF is the primary fund, while SPY and IWM are comparison funds, not alternatives chosen for better returns. The training period for this fund is from 2016 to 2020, with a holdout period from 2021 to 2025 and an extension from January to August 2026. The training data is divided into complete windows, with entries and exits only within each partition. A common 20-session warmup period removes January 2016 from consideration. The week is defined by the calendar Friday ordinal, with holidays using the last actual trading session. The parent fund's performance is measured from the last close of the previous week to the last close of the current week. The open is measured from the first open to the last close. A managed stop is in place, with a lagged 20-session average daily range (ADR) and a target of 1.5 times the ADR. The stop is narrow, with a range of 0.75 to 1.125, and wide, with a range of 1.25 to 1.875. If the fund reaches a high of +1 ADR, the stop is raised to the next session's breakeven point. The Vectorbt system is used, with an explicit long-only strategy, a fee of 1 basis point plus 5 basis points of slippage per side, and an initial investment of $1000 for each independent fund. The cash return is reconciled with the compounded cash trade returns and trade count. Drawdown is observed at the open and close marks, not at the full intraday level. A news scan found the headline 'No live 15-minute fills, cash-dividend accounting, partial-taking, or whole-lot replication claimed.' The mean confidence interval (CI) is from 10,000 quarter-block samples, not independent daily or cross-asset observations. The holdout period has been historically reused across other strategies, not pristine research-wide out-of-sample (OOS). The OEF figures are below, along with comparison figures and an equal-sleeve portfolio. The source of this data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051. The performance metrics for the funds are as follows: OEF had a sample size of 59, a win rate of 50.85%, a mean return of 0.1725, an average win of 1.1094, an average loss of 0.7966, a quarter Kelly criterion of 0.0389, a worst return of -1.7979, a return of 10.2350, a drawdown of 6.2913, and exit counts of target 22, stop 19, time 8, stop gap 6, and target gap 4. IWM had a sample size of 59, a win rate of 42.37%, a mean return of -0.1742, an average win of 1.3782, an average loss of 1.3157, a quarter Kelly criterion of 0, a worst return of -4.3763, a return of -10.3984, a drawdown of 15.0212, and exit counts of stop 32, target 19, time 4, target gap 3, and stop gap 1. The portfolio return was 3.6092 and the portfolio drawdown was 5.8769. All datapoints were recorded in matching observations.
A frozen protocol, numbered 1388-1389, is in place. The OEF is the primary fund, while SPY and IWM are comparison funds, not alternatives chosen for better returns. The training period for the fund is from 2016 to 2020, with a holdout period from 2021 to 2025 and an extension from January to August 2026. The training data is divided into complete windows, with entries and exits only within each partition. A common 20-session warmup period is used, which removes January 2016 from consideration. The third week is determined by the calendar Friday ordinal, and holidays use the last actual trading session. The fund's performance is measured from the last close of the previous week to the last close of the current week, and from the first open to the last close. A managed stop is used, which is lagged by 20 sessions and based on the average daily range, with a target of 1.5 times the average daily range. The stop is narrowed to 0.75 and 1.125 times the average daily range, and widened to 1.25 and 1.875 times the average daily range. If the fund reaches a high of +1 times the average daily range, the stop is raised to the next session. The fund uses a long-only strategy, with a fee of 1 basis point plus 15 basis points of slippage per side, and each sleeve is invested with 1000 USD. The cash return is reconciled with the compounded cash trade returns and trade count. Drawdown is observed at the open and close marks, not at the full intraday range. A news scan found the headline 'No live 15-minute fills, cash-dividend accounting, partial-taking or whole-lot replication claimed.' The mean confidence interval is calculated from 10,000 quarter-block samples, not independent daily or cross-asset observations. The holdout period has been historically reused across other strategies and is not pristine research-wide out-of-sample. The OEF figures are below, along with comparison figures and an equal-sleeve portfolio. A data line found the following figures for SPY and IWM: SPY has a sample size of 59, a win rate of 49.15%, a mean return of 0.0049, an average win of 1.1251, an average loss of 1.0780, a quarter Kelly criterion of 0.0011, a worst return of -2.1688, a return of -0.3328, a drawdown of 9.9680, and exit counts of 20 stops, 15 time exits, 15 target exits, 5 stop gaps, and 4 target gaps. IWM has a sample size of 59, a win rate of 47.46%, a mean return of -0.2244, an average win of 1.4367, an average loss of 1.7247, a quarter Kelly criterion of 0, a worst return of -5.9833, a return of -13.3697, a drawdown of 22.2556, and exit counts of 24 stops, 17 target exits, 13 time exits, and 5 stop gaps. The portfolio return is -5.7362 and the portfolio drawdown is 10.0313. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary fund, while SPY and IWM are comparison funds, not alternatives chosen for better returns. The training period for the fund is from 2016 to 2020, with a holdout period from 2021 to 2025 and an extension from January to August 2026. The training uses complete windows with only within-partition entries and exits. A common 20-session warmup removes January 2016 only. Week 3 is determined by the calendar Friday ordinal, with holidays using the last actual session. The parent fund's previous week last close to current week last close, open first open to last close, and managed stop are all considered. The stop is set at 1.5 times the average daily range, with a narrow range of 0.75 to 1.125 and a wide range of 1.25 to 1.875. The breakeven point raises the stop the next session after a high of +1 average daily range. A news scan found the headline was not available, but the data shows the following results for OEF, SPY, and IWM. The results are based on a vectorbt explicit long-only strategy, with a fee of 1 basis point plus 5 basis points slippage per side, and 1000 USD each independent sleeve. The mean confidence interval is from 10,000 quarter-block samples. The holdout period has been historically reused across other strategies. The figures for OEF and the comparison figures are as follows: OEF had a sample size of 59, a win rate of 50.85%, a mean return of 0.205%, an average win of 1.286%, an average loss of 0.913%, a quarter Kelly criterion of 0.0399, a worst return of -1.973%, a return of 12.15%, and a drawdown of 7.97%. The exit counts were 20 stops, 15 time exits, 15 target exits, 5 stop gaps, and 4 target gaps. The mean confidence interval percentage was between -0.182% and 0.609%. The comparison funds, SPY and IWM, had similar results. The portfolio return was 6.07% and the portfolio drawdown was 6.87%. All datapoints were recorded in matching observations. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary investment, while SPY and IWM are used for comparison. The training period for this investment strategy is from 2016 to 2020, with a holdout period from 2021 to 2025, and an extension from January to August 2026. A common 20-session warmup period is used, excluding January 2016. The third week is determined by the calendar Friday ordinal, with holidays using the last actual session. The parent strategy uses the previous week's last close to the current week's last close, open first open to last close, and a managed stop with a 1.5 average daily range target. The stop loss is raised to the next session after a +1 average daily range high. A vectorbt explicit long-only strategy is used, with a fee of 1 basis point plus 15 basis points slippage per side, and 1000 USD each independent sleeve. The mean confidence interval is from 10,000 quarter-block samples. The results for OEF and the comparison figures are as follows: OEF had a return of -1.91%, a drawdown of 9.97%, and an exit count of 22 stops, 16 time exits, 15 target exits, 4 target gap exits, and 2 stop gap exits. A news scan found the source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary investment, while SPY and IWM are used for comparison. The training period for this investment strategy was from 2016 to 2020, with a holdout period from 2021 to 2025, and an extension from January to August 2026. A common 20-session warmup period is used, excluding January 2016. The third week is determined by the calendar Friday ordinal, with holidays using the last actual session. The investment strategy uses a managed stop, with a lagged 20-session average daily range and a target of 1.5 times the average daily range. The stop loss is adjusted after a +1 average daily range high. A news scan found the headline 'train managed week3 6bps'. The investment strategy is long-only, with a fee of 1 basis point plus 5 basis points slippage per side, and 1000 USD is allocated to each independent sleeve. The results for OEF and the comparison figures are based on 59 samples, with a win rate of 52.54% for SPY and IWM. The mean return for OEF is not provided, but the mean return for SPY is 0.17829139115395584 and for IWM is -0.042651513928642346. A data line found the following statistics for SPY and IWM: win rate, mean return, average win, average loss, quarter Kelly criterion, worst return, total return, drawdown, exit counts, and mean confidence interval percentage. The source of the data is https://runway.adityaperswal.workers.dev/data/stock-bars and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary fund, while SPY and IWM are comparison funds, not alternatives chosen for better returns. The training period for this fund is from 2016 to 2020, with a holdout period from 2021 to 2025, and an extension from January to August 2026. The training uses complete windows, with entries and exits only within these windows. A common 20-session warmup period removes January 2016 from consideration. The week is measured by the calendar Friday ordinal, with holidays using the last actual session. The parent fund's performance is measured from the last close of the previous week to the last close of the current week. The open is measured from the first open to the last close. A managed stop is in place, with a lag of 20 sessions, using the average daily range, or ADR, as a target, set at 1.5 times the ADR, with narrow and wide ranges set at 0.75 and 1.25 times the ADR, respectively. If the fund reaches a high of +1 ADR, the stop is raised at the next session. The stop is also subject to ambiguity at the open, with adverse gaps at the open and favorable gaps capped at the target. The time exit is set at the last close. The fund uses a long-only strategy, with fees of 1 basis point, or bp, plus 15 bp slippage per side, and 1000 USD is allocated to each independent fund, with idle cash set at 0. Every final cash return is reconciled with compounded cash trade returns and trade count. Drawdown is observed at open and close marks, not full intraday. The fund does not claim live 15-minute fills, cash-dividend accounting, partial-taking, or whole-lot replication. The mean confidence interval, or CI, is from 10,000 quarter-block samples, not independent daily or cross-asset observations. The holdout period has been historically reused across other strategies, not pristine research-wide out-of-sample, or OOS. The OEF figures are below, along with comparison figures and an equal-sleeve portfolio. A news scan found the source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary investment, while SPY and IWM are used for comparison. The training period for this investment strategy is from 2016 to 2020, with a holdout period from 2021 to 2025, and an extension from January to August 2026. The strategy uses a 20-session warmup period, excluding January 2016. The third week is determined by the calendar Friday. If there is a holiday, the last actual trading session is used. The strategy involves managing stops, which are adjusted based on the average daily range, or ADR, which is a measure of how much a stock's price moves on average each day. The stop loss is set at 1.5 times the ADR, and is adjusted based on the stock's performance. The strategy also involves a breakeven point, where the stop loss is raised to the next session after the stock reaches a high of +1 ADR. The strategy is long-only, meaning it only buys stocks, and does not sell short. The fees are 1 basis point, or 0.01%, plus 5 basis points, or 0.05%, for slippage per trade. Each sleeve, or investment portfolio, starts with 1000 USD, and idle cash is set to 0. The returns are compounded, and the drawdown, or loss, is observed at the open and close of each trading session. A news scan found the source https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051. The results for OEF and the comparison investments are as follows: OEF had a return of 11.762449245721553%, with a drawdown of 10.160487883635405%, while SPY had a return of 11.762449245721553%, with a drawdown of 10.160487883635405%, and IWM had a return of 10.906360404161205%, with a drawdown of 19.263304699390115%.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary investment, while SPY and IWM are used for comparison. The training period for this investment strategy is from 2016 to 2020, with a holdout period from 2021 to 2025, and an extension from January to August 2026. A common 20-session warmup period is used, which removes January 2016 from consideration. The week is defined by the calendar Friday, and holidays use the last actual trading session. The parent strategy looks at the previous week's last close to the current week's last close, and the open from the first open to the last close. A managed stop is used, which is lagged by 20 sessions, with a target of 1.5 times the average daily range, and is narrowed or widened based on certain conditions. If the investment reaches a certain level of return, the stop is raised the next session. The strategy uses a vectorbt explicit long-only approach, with a fee of 1 basis point plus 15 basis points of slippage per side, and each independent sleeve starts with 1000 USD. The final cash return is reconciled with the compounded cash trade returns and trade count. Drawdown is observed at the open and close marks, not at the full intraday level. A news scan found the headline is not applicable here, instead, the source is a data output. The results for OEF and the comparison figures are as follows: the SPY had a sample size of 59, a win rate of 54.24%, a mean return of -0.13%, an average win of 1.13%, an average loss of 1.62%, and a worst return of -14.87%. The IWM had a sample size of 59, a win rate of 59.32%, a mean return of -0.07%, an average win of 1.56%, an average loss of 2.46%, and a worst return of -15.81%. The portfolio return was -8.46% and the portfolio drawdown was 24.38%. All data points were recorded in matching observations. The source of this data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
A frozen protocol, numbered 1388-1389, is in place. OEF is the primary fund, while SPY and IWM are comparison funds, not alternatives chosen for better returns. The training period for this fund is from 2016 to 2020, with a holdout period from 2021 to 2025, and an extension from January to August 2026. The training period is divided into complete windows, with entries and exits only within those windows. A common 20-session warmup period removes January 2016 from consideration. The week is defined by the calendar Friday ordinal, with holidays using the last actual trading session. The parent fund's performance is measured from the last close of the previous week to the last close of the current week. The open is measured from the first open to the last close. A managed stop is in place, with a lagged 20-session average daily range, or ADR, and a target of 1.5 times the ADR. The stop is narrowed to 0.75 and 1.125 times the ADR, and widened to 1.25 and 1.875 times the ADR. If the fund reaches a high of +1 ADR, the stop is raised to the next session. If there is a stop-first open, high, low, or close ambiguity, or an adverse gap at open, or a favorable gap capped at the target, the exit is at the last close. The Vectorbt system is used, with an explicit long-only strategy, a fee of 1 basis point, plus 5 basis points of slippage per side, and 1000 USD for each independent fund. Idle cash is set to 0. Every final cash return is reconciled with compounded cash trade returns and trade count. Drawdown is observed at open and close marks, not full intraday. There are no live 15-minute fills, cash-dividend accounting, partial-taking, or whole-lot replication. The mean confidence interval, or CI, is from 10,000 quarter-block samples, not independent daily or cross-asset observations. The holdout period has been historically reused across other strategies, not pristine research-wide out-of-sample. The OEF figures are below, along with comparison figures and an equal-sleeve portfolio. A news scan found the data: OEF, SPY, and IWM have the following performance metrics, including sample size, win rate, mean return, average win, average loss, quarter Kelly criterion, worst return, return, drawdown, exit counts, and ambiguous counts. The source of this data is https://runway.adityaperswal.workers.dev/data/stock-bars?symbols=OEF,SPY,IWM&timeframe=1Day&feed=sip&adjustment=all and https://www.sciencedirect.com/science/article/pii/S0378426613003051.
The QOE90906 premises start with $245.69 in cash and aim for repeatable positive net weekly returns, with a binding constraint of an independently validated executable edge. A 2013 report by Stivers and Sun found a third-Friday-week effect for S&P 100 stocks from 1988 to 2010, which means that stock prices tend to behave in a certain way on the third Friday of each month. However, this historical association does not necessarily identify current signed dealer positions, which refer to the positions taken by dealers in the market. The Cboe reported that SPX 0DTE, a type of option, represented 59% of 2025 volume, but this does not necessarily mean exposure, as volume is not the same as actual investment. The OEF, an exchange-traded fund, tracks the S&P 100, but its prices, expenses, and execution differ from the original index and stock tests. Therefore, it is concluded that a separate OEF test with SPY and IWM controls should be frozen, and the Sharpe ratio from the paper should not be assumed to be a tradable probability. The validity of the test is sound as a reason to test, but not to buy. The empirical soundness remains limited due to the unavailability of the full paper and unverified original weekly endpoints. The sources used include reports from the Cboe and academic papers, but there is no current signed order flow or historical constituent universe. The full-rule notes 1388-1389 precede price-result inspection. The sources used are listed as https://www.sciencedirect.com/science/article/pii/S0378426613003051, https://www.cboe.com/insights/posts/the-state-of-the-options-industry-2025, https://www.cboe.com/insights/posts/0-dt-es-decoded-positioning-trends-and-market-impact, and https://www.blackrock.com/us/individual/products/239723/ishares-sp-100-etf.
A news scan found the note that the actual job at 05:45 contains full PDF fingerprints, not just exit 0. The direct check at 06:03 UTC shows that both files match the baseline exactly. The actual job at 84 shows all 3 clinical issuer listings, which is partial keyword coverage. The conclusion is to retain clinical uncertainty and zero allocation because there is no change in ITT, safety, or FDA alignment in the checked PDFs. The full PDF baseline shows 15 out of 31 versus 4 out of 34 related grade 3 or higher events and 11 out of 31 versus 5 out of 34 discontinuations, which is not a new result this run. The issuer has an incentive to frame favorable efficacy, but there is no signed FDA alignment and independent costed clinical drift rule. The decision is to resolve 113 and hand off at 08 UTC, and to retain TYRA 47 and IRD 48 and job 84. The source is https://inhibrx.com/hexagon-slides/ and https://inhibrx.com/investor-deck/.
The final decision for QTR9090400 is to keep $245.69 in cash. The starting state had $245.69 in cash and $850.99 in the account, with no open, pending, or closing positions. The goal is to achieve positive repeatable net returns. A key constraint is to have an independently validated executable edge, which means a proven and reliable advantage in trading. The decision is based on four premises. Premise 1 notes that research shows a four-session calendar pattern, but the mechanism is unclear, and newer evidence does not follow the same rule. Premise 2 looks at a frozen test of a managed ETF from 2019 to 2025, which had 332 trades over 83 months, resulting in a return of -10.3605%, a drawdown of 16.5363%, and a win rate of 43.0723%. The average win was 1.45485%, and the average loss was 1.32375%. Premise 3 states that all six managed, trailing, and sensitivity specifications lost under stress. Premise 4 notes that there is no current calendar entry signal, and the present cash and caps cannot support four whole-lot sleeves. The conclusion is to have zero proposed notional, no orders, exits, adjustments, or separate fund. The Quarter-Kelly strategy, which is a method for optimizing bets, sets a floor at 0. The decision's logical validity depends on the qualification gate, and its soundness is conditional on the provider-adjusted data and cost assumptions. A counterargument is the profitable open-only variant, but its confidence interval crosses zero, and its exits differ. The belief update is that this implementation is rejected, and independent execution evidence and untouched validation are required to change this decision. The rate versus total shows a negative mean per monthly event, compounding into a seven-year loss. Costs and the $349.01 shortfall do not create extra eligible events. The INBX PDFs remain unchanged, and monitoring will continue at 06UTC. Fifty-two backtests, regression, simulation, technical, fundamental, and consequence analyses, observations, code, and technical, execution, and psyche lessons 480-482 were saved. Sources include research papers from Purdue University, Aalto University, and other websites.