Herding Behavior on the Stock Market
Summary:
- Herding behavior refers to the tendency of individuals to follow the actions or decisions of a larger group of people, rather than making independent decisions.
- The CSAD model enables us to identify periods of herding behavior on the stock market.
- We implement the CSAD model and identify cases of herding behavior on the stock market for the period from January 1st, 2020 to April 19th, 2023.
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Subscribe to receive exclusive PREMIUM content hereStock Market Forecast: CLSK Increased by 14.58%
The stock provided a return of 14.58% during the trading day in line with the I Know First AI forecast on April 18, 2023.
HMM-Based Classification of Stock Market Stages
Summary:
- Identifying the stage of the market enables traders to adjust their investment strategies to take advantage of the current market conditions.
- The Hidden Markov Model allows us to determine the stock market stages.
- We uncover patterns in the S&P500 index and VIX from January 1st, 2000 to April 6th, 2023 by using HMM to identify periods of bull and bear markets.
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Subscribe to receive exclusive PREMIUM content hereMarket Anomaly: Holiday Stock Return Effect
Summary:
- A correctly identifying market anomaly can generate a profit for an investor that enables him to beat the market.
- We have tested the Holiday effect anomaly and we have found that exploration of this anomaly cannot provide an eager return for an investor today.
- The I Know First AI algorithm can identify working market anomalies that could be difficultly recognizable for a general investor.
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Subscribe to receive exclusive PREMIUM content hereStock Market Forecast: KALA Increased by 15.95%
The stock increased by 15.95% in line with the I Know First AI forecast on March 8, 2023.
Stock Market Forecast: BLPH Increased by 42.45%
The stock increased by 12.98% in line with the I Know First AI forecast on February 15, 2023.