Quiver Strategies - Version History
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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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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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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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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 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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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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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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Natural Resources Committee (House)
View StrategyLaunched Natural Resource Committee Strategy
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Energy and Commerce Committee (House)
View StrategyLaunched Energy and Commerce Committee Strategy
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Inverse CNBC
View StrategyFixed issue data pipeline that was causing strategy not to update
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Inverse Cramer
View StrategyFixed issue data pipeline that was causing strategy not to update