Research from the American Economic Association shows that investors are generally more likely to sell a security when they have a gain rather than a loss, even if holding onto the "loser" is financially detrimental.
Research on "sell or buy" decisions often falls into two categories: using AI and behavioral economics studying human bias.
Research explores how external "noise" dictates trading signals.
Studies have found that combining Convolutional Neural Networks (CNN) with Long Short-Term Memory (LSTM) models offers higher accuracy than simple time-series methods.
Interestingly, some research suggests that having less money (leverage constraints) can actually improve outcomes because it forces investors to sell losing assets sooner to fund new opportunities, rather than holding on to them indefinitely. 3. Market Sentiment Influences
The HRPM Framework (mentioned above) is significant for managing the "commission fee" problem—it learns that simply knowing whether to buy or sell isn't enough; you must also minimize the cost of the trade itself. 2. Behavioral & Decision-Making Research
Research from the American Economic Association shows that investors are generally more likely to sell a security when they have a gain rather than a loss, even if holding onto the "loser" is financially detrimental.
Research on "sell or buy" decisions often falls into two categories: using AI and behavioral economics studying human bias. sell or buy
Research explores how external "noise" dictates trading signals. Research from the American Economic Association shows that
Studies have found that combining Convolutional Neural Networks (CNN) with Long Short-Term Memory (LSTM) models offers higher accuracy than simple time-series methods. sell or buy
Interestingly, some research suggests that having less money (leverage constraints) can actually improve outcomes because it forces investors to sell losing assets sooner to fund new opportunities, rather than holding on to them indefinitely. 3. Market Sentiment Influences
The HRPM Framework (mentioned above) is significant for managing the "commission fee" problem—it learns that simply knowing whether to buy or sell isn't enough; you must also minimize the cost of the trade itself. 2. Behavioral & Decision-Making Research