Quiver Strategies - Version History
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Congress Committee Strategies
View StrategyChanged strategies to dynamically extend rolling window to include at least 5 distinct stocks to avoid single stock allocation
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Congress Sells
View StrategyImplemented max allocation of 50% to a single stock
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U.S. House Long-Short
View StrategyImplemented max allocation of 50% to a single stock
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Congress Long-Short
View StrategyImplemented max allocation of 50% to a single stock
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Congress Buys
View StrategyImplemented max allocation of 50% to a single stock
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WallStreetBets Top 10
View StrategyMoved data processing off of QuantConnect to fix bug not allowing for new backtests and to add Upcoming Trades functionality
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WallStreetBets Momentum
View StrategyMoved data processing off of QuantConnect to fix bug not allowing for new backtests and to add Upcoming Trades functionality
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Wall Street Conviction
View StrategyLaunched Wall Street Conviction Strategy
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Insider Purchases
View StrategyFixed a bug that resulted in most new insider purchases not being scored by the model. This bug resulted in a lack of trades for the strategy over the past few months. Effected historical allocations were overwritten.
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Donald Beyer
View StrategyLaunched Donald Beyer Strategy
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Dan Meuser
View StrategyLaunched Dan Meuser Strategy
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Shelley Moore Capito
View StrategyStrategy now incorporates annual filings to get a more accurate estimate of the portfolio.
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Tom Carper
View StrategyStrategy now incorporates annual filings to get a more accurate estimate of the portfolio.
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Nancy Pelosi
View StrategyStrategy now incorporates annual filings to get a more accurate estimate of the portfolio.
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Josh Gottheimer
View StrategyLaunched Josh Gottheimer Strategy
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Sheldon Whitehouse
View StrategyLaunched Sheldon Whitehouse Strategy
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Tina Smith
View StrategyLaunched Tina Smith Strategy
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Insider Purchases
View StrategyChanged methodology in backtest engine to accurately use the intended max position size. The strategy previously achieved 100% allocation by proportionally allocating the remaining unallocated capital, allowing for large unsustainable increases to performance during periods of few holdings that saw rapid appreciation. Sharpe Ratio decreased from 0.51 to 0.38 and CAGR decreased from 16.78% to 11.80% as of 11/17/2023.
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Inverse CNBC
View StrategyOverrode leverage controls in QuantConnect to allow for both 100% long exposure and 100% short exposure. Previously short exposure was capped around 90% to avoid margin calls in backtesting period caused by QuantConnect's default maximum of 200% total exposure. No changes were made to stock selection. Performance changes due to increased exposure. Sharpe Ratio decreased from 0.518 to 0.464 and CAGR was nearly unchanged, increasing from 7.26% to 7.35% as of 3/17/23.
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Inverse Cramer
View StrategyOverrode leverage controls in QuantConnect to allow for both 100% long exposure and 100% short exposure. Previously short exposure was capped around 90% to avoid margin calls in backtesting period caused by QuantConnect's default maximum of 200% total exposure. No changes were made to stock selection. Performance changes due to increased exposure. Sharpe Ratio improved from 1.144 to 1.169 and CAGR improved from 22.59% to 26.33% as of 3/17/23.
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Insider Purchases
View StrategyLaunched Insider Purchases Strategy
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Wikipedia Most-Viewed (Month)
View StrategyMoved data processing off of QuantConnect to add Upcoming Trades functionality. Removed instances of investing in duplicates when referring to the same stock (i.e. only investing in GOOG instead of both GOOG and GOOGL). Changed rebalance day going forward to the first trading day of the week as opposed to on Tuesday (data on QuantConnect would come in on Monday). Fixed instances where multiple stocks were mapped to the same Wikipedia URL. Historical testing of new changes had minimal impact (Sharpe Ratio changed from 0.742 to 0.744 as of 11/25/2022).
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Top Gov Contract Recipients
View StrategyLaunched Top Government Contract Recipients Strategy
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DC Insider
View StrategyLaunched DC Insider Strategy
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Top Gov Contract Recipients
View StrategyLaunched Top Government Contract Recipients Strategy
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Top Lobbying Spenders
View StrategyChanged strategy to a monthly rebalance from the previous daily rebalance to better align with the frequency of underlying data and to reduce turnover.
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Lobbying Spending Growth
View StrategyChanged strategy to a monthly rebalance from the previous daily rebalance to better align with the frequency of underlying data and to reduce turnover. Improved logic to not select companies that just began spending money on lobbying efforts in the current quarter.
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Homeland Security Committee (Senate)
View StrategyChanged strategy to a weekly rebalance from the previous daily rebalance. Rolling window now considers trades based on transaction date instead of report date to eliminate influence of trades reported after the 45 day deadline. Report date is still used as a filter to avoid look-ahead bias in backtesting performance. Moved data processing off of QuantConnect after discovery of some missing trades.
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Energy and Commerce Committee (House)
View StrategyChanged strategy to a weekly rebalance from the previous daily rebalance. Rolling window now considers trades based on transaction date instead of report date to eliminate influence of trades reported after the 45 day deadline. Report date is still used as a filter to avoid look-ahead bias in backtesting performance. Moved data processing off of QuantConnect after discovery of some missing trades.
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Natural Resources Committee (House)
View StrategyChanged strategy to a weekly rebalance from the previous daily rebalance. Rolling window now considers trades based on transaction date instead of report date to eliminate influence of trades reported after the 45 day deadline. Report date is still used as a filter to avoid look-ahead bias in backtesting performance. Moved data processing off of QuantConnect after discovery of some missing trades.
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Transporation and Infra. Committee (House)
View StrategyChanged strategy to a weekly rebalance from the previous daily rebalance. Rolling window now considers trades based on transaction date instead of report date to eliminate influence of trades reported after the 45 day deadline. Report date is still used as a filter to avoid look-ahead bias in backtesting performance. Moved data processing off of QuantConnect after discovery of some missing trades.
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Congress Sells
View StrategyChanged strategy to a weekly rebalance from the previous daily rebalance. Rolling window now considers trades based on transaction date instead of report date to eliminate influence of trades reported after the 45 day deadline. Report date is still used as a filter to avoid look-ahead bias in backtesting performance. Moved data processing off of QuantConnect after discovery of some missing trades.
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Congress Buys
View StrategyChanged strategy to a weekly rebalance from the previous daily rebalance. Rolling window now considers trades based on transaction date instead of report date to eliminate influence of trades reported after the 45 day deadline. Report date is still used as a filter to avoid look-ahead bias in backtesting performance. Moved data processing off of QuantConnect after discovery of some missing trades.
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U.S. House Long-Short
View StrategyChanged strategy to a weekly rebalance from the previous daily rebalance. Rolling window now considers trades based on transaction date instead of report date to eliminate influence of trades reported after the 45 day deadline. Report date is still used as a filter to avoid look-ahead bias in backtesting performance. Moved data processing off of QuantConnect after discovery of some missing trades.
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Congress Long-Short
View StrategyChanged strategy to a weekly rebalance from the previous daily rebalance. Rolling window now considers trades based on transaction date instead of report date to eliminate influence of trades reported after the 45 day deadline. Report date is still used as a filter to avoid look-ahead bias in backtesting performance. Moved data processing off of QuantConnect after discovery of some missing trades.
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Top Lobbying Spenders
View StrategyLaunched Top Lobbying Spenders Strategy
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Lobbying Spending Growth
View StrategyLaunched Lobbying Spending Growth Strategy
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WallStreetBets Top10
View StrategyChanged to a two week simple moving average to reduce turnover and to further differentiate this strategy from the WSB momentum strategy. Added restrictions for keywords that were not referencing a stock, such as "EOD", "CPI", "HOLD", etc.
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Wikipedia Most-Viewed (Month)
View StrategyChanged to a weekly rebalance to be in line with the frequency of the underlying data hosted on QuantConnect. Extended backtest history to 2017.
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Natural Resources Committee (House)
View StrategyLaunched Natural Resource Committee Strategy
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Homeland Security Committee (Senate)
View StrategyLaunched Homeland Security Committee Strategy
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Transporation and Infra. Committee (House)
View StrategyLaunched Transporation and Infra. Committee Strategy
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Energy and Commerce Committee (House)
View StrategyLaunched Energy and Commerce Committee Strategy
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Inverse Cramer
View StrategyFixed issue data pipeline that was causing strategy not to update
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Inverse CNBC
View StrategyFixed issue data pipeline that was causing strategy not to update