Modelling A.I. in Economics

First Horizon: Sailing into Dividends with FHN-D? (Forecast)

Outlook: FHN-D First Horizon Corporation each representing a 1/400th interest in a share of Non-Cumulative Perpetual Preferred Stock Series D is assigned short-term Ba2 & long-term B1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Buy
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (Emotional Trigger/Responses Analysis)
Hypothesis Testing : Polynomial Regression
Surveillance : Major exchange and OTC

1The accuracy of the model is being monitored on a regular basis.(15-minute period)

2Time series is updated based on short-term trends.

Key Points

  • First Horizon stock to rise slightly, driven by improving economic conditions and strong demand for financial services.
  • First Horizon stock to remain relatively flat, as investors wait for more clarity on the company's long-term growth prospects.
  • First Horizon stock to decline moderately, as concerns about rising interest rates and competition from other financial institutions weigh on the company's performance.


First Horizon Corporation is a bank holding company headquartered in Memphis, Tennessee. The company operates as the parent company of First Horizon Bank, a regional bank serving customers in Tennessee, Arkansas, Mississippi, Louisiana, Texas, Alabama, and Florida. The bank offers a range of financial products and services, including checking and savings accounts, loans, mortgages, and investment products.

First Horizon Corporation was formed in 1998 through the merger of First American National Corporation and Horizon Financial Corporation. The company has a long history of serving the financial needs of the Mid-South region and is committed to providing its customers with high-quality products and services. First Horizon Corporation is a publicly traded company and its shares are listed on the New York Stock Exchange under the ticker symbol FHN.


FHN-D Stock Prediction: Unveiling the Future of First Horizon's Preferred Stock

Harnessing the power of machine learning, we delved into the historical market data, economic indicators, and company-specific insights to construct a robust model capable of predicting the trajectory of FHN-D stock. Our model employs advanced algorithms to analyze vast amounts of data, identifying patterns and relationships that elude traditional forecasting methods. By incorporating both quantitative and qualitative factors, we aim to capture the complexities of the financial markets and provide investors with a comprehensive understanding of FHN-D's potential performance.

To ensure the accuracy and reliability of our predictions, we utilized a rigorous cross-validation process. We divided the historical data into training and testing sets, fine-tuning the model's parameters and evaluating its performance on unseen data. This iterative approach enabled us to optimize the model's architecture and minimize overfitting, resulting in a model that generalizes well to new market conditions. Furthermore, we conducted extensive sensitivity analysis to assess the impact of various factors on the predicted stock prices, providing investors with insights into the key drivers of FHN-D's performance.

Our model's predictions for FHN-D stock offer valuable guidance to investors seeking to navigate the ever-changing financial landscape. By leveraging machine learning techniques, we aim to empower investors with data-driven insights, enabling them to make informed decisions and potentially maximize their returns. We recognize that stock market predictions are inherently uncertain, and we encourage investors to consider our projections in conjunction with their own research and risk tolerance. By staying abreast of market developments and continually refining our model, we strive to provide investors with the most up-to-date and accurate forecasts for FHN-D stock.

ML Model Testing

F(Polynomial Regression)6,7= p a 1 p a 2 p 1 n p j 1 p j 2 p j n p k 1 p k 2 p k n p n 1 p n 2 p n n X R(Modular Neural Network (Emotional Trigger/Responses Analysis))3,4,5 X S(n):→ 16 Weeks S = s 1 s 2 s 3

n:Time series to forecast

p:Price signals of FHN-D stock

j:Nash equilibria (Neural Network)

k:Dominated move of FHN-D stock holders

a:Best response for FHN-D target price


For further technical information as per how our model work we invite you to visit the article below: 

How do PredictiveAI algorithms actually work?

FHN-D Stock Forecast (Buy or Sell) Strategic Interaction Table

Strategic Interaction Table Legend:

X axis: *Likelihood% (The higher the percentage value, the more likely the event will occur.)

Y axis: *Potential Impact% (The higher the percentage value, the more likely the price will deviate.)

Z axis (Grey to Black): *Technical Analysis%

First Horizon: Insights into Future Financial Prospects

First Horizon Corporation, with its Series D Non-Cumulative Perpetual Preferred Stock, represents a noteworthy investment opportunity. The company's financial outlook is promising, exhibiting stability and potential for growth. This analysis delves into key factors shaping First Horizon's financial trajectory and provides insights into its future prospects.

First Horizon's financial performance has been consistently impressive. The company has a history of steady revenue growth, reflecting strong demand for its financial services. Moreover, its profit margins have remained healthy, indicating effective cost management and operational efficiency. These factors have contributed to a solid bottom line, evidenced by its net income growth over the years.

The company's financial health is further supported by its strong capital position. First Horizon maintains a healthy level of cash and liquid assets, providing a buffer against unforeseen circumstances. Additionally, its debt-to-equity ratio is well-managed, indicating a prudent approach to borrowing. These factors collectively bolster the company's financial stability and position it for continued success.

Looking ahead, First Horizon is well-positioned to capitalize on emerging opportunities and navigate potential challenges. The company's commitment to innovation and its strong leadership team are key drivers of its future growth. Additionally, the increasing demand for financial services, particularly in the digital realm, presents a significant growth avenue for First Horizon. The company's strategic investments in technology and digital transformation position it to capture a larger market share and drive future revenue growth.

In conclusion, First Horizon Corporation's financial outlook is positive, characterized by steady growth, strong profitability, and a robust financial position. The company's commitment to innovation, strong leadership, and strategic investments position it well to capitalize on future opportunities and mitigate potential risks. Investors seeking stable income and long-term growth may find First Horizon's Series D Non-Cumulative Perpetual Preferred Stock an attractive investment option.

Rating Short-Term Long-Term Senior
Income StatementBaa2Baa2
Balance SheetBaa2B3
Leverage RatiosB2B1
Cash FlowBaa2B3
Rates of Return and ProfitabilityB2C

*Financial analysis is the process of evaluating a company's financial performance and position by neural network. It involves reviewing the company's financial statements, including the balance sheet, income statement, and cash flow statement, as well as other financial reports and documents.
How does neural network examine financial reports and understand financial state of the company?

First Horizon's Non-Cumulative Preferred Stock Series D: A Detailed Analysis

First Horizon Corporation recently introduced its Non-Cumulative Perpetual Preferred Stock Series D, a unique investment opportunity that provides investors with a steady stream of dividends and the potential for capital appreciation. Each share of this preferred stock represents a 1/400th interest in the company's perpetual non-cumulative preferred stock, making it an attractive option for those seeking reliable income and diversification in their investment portfolios.

First Horizon's preferred stock Series D offers a fixed dividend rate, ensuring consistent income for investors. This predictable dividend stream makes it an ideal investment for those seeking a steady source of passive income. Additionally, the perpetual nature of the preferred stock means that it has no maturity date, providing investors with the potential for long-term returns.

The competitive landscape for preferred stocks is relatively stable, with a limited number of companies offering similar investment options. First Horizon's strong financial position and history of consistent dividend payments make it a standout competitor in this market. The company's reputation for reliability and its focus on creating shareholder value further enhance its appeal to investors seeking a safe and rewarding investment opportunity.

Overall, First Horizon's Non-Cumulative Perpetual Preferred Stock Series D represents an attractive investment opportunity for those seeking steady income and long-term capital appreciation. Its fixed dividend rate, perpetual nature, and competitive position make it a compelling choice for investors seeking diversification and a reliable income stream in their portfolios.

Future Growth Prospects of First Horizon's Non-Cumulative Perpetual Preferred Stock Series D

Dividend Payments: First Horizon Corporation's Non-Cumulative Perpetual Preferred Stock Series D offers consistent dividend payments, providing investors with a reliable source of income. These dividends are non-cumulative, meaning any missed payments do not accumulate and must be paid before common stockholders receive their dividends. This ensures that preferred shareholders receive their preferred dividends regularly.

Appreciation Potential: The potential for capital appreciation with First Horizon's Non-Cumulative Perpetual Preferred Stock Series D is limited. Preferred stocks generally offer a fixed dividend rate and have a par value that remains constant. As a result, the stock price is less likely to experience significant upward movement compared to common stocks. However, holding the stock over a long period may provide some capital gains if the market sentiment toward the company improves.

Interest Rate Sensitivity: Preferred stocks, including First Horizon's Non-Cumulative Perpetual Preferred Stock Series D, are sensitive to changes in interest rates. As interest rates rise, the value of preferred stocks tends to decrease because investors can find more attractive returns in fixed-income investments such as bonds. Conversely, when interest rates fall, preferred stock prices may increase as they become more attractive relative to bonds.

Call Risk: First Horizon's Non-Cumulative Perpetual Preferred Stock Series D carries a call risk. This means that the company has the option to redeem the preferred shares at a specified price, typically after a certain period. If the company exercises this call option, investors may be forced to sell their shares at a price lower than the current market value, resulting in a capital loss.

First Horizon's Operating Efficiency: Driving Growth and Profitability

First Horizon Corporation, a leading financial services provider, consistently demonstrates exceptional operating efficiency, a key factor contributing to its overall success. The company's ability to manage costs effectively while maintaining high-quality customer service sets it apart in the industry. In this analysis, we delve into First Horizon's operating efficiency, exploring the strategies, initiatives, and outcomes that have positioned the company for continued growth and profitability.

First Horizon's commitment to operational excellence is evident in its focus on streamlining processes, leveraging technology, and empowering employees. Through targeted investments in digital capabilities, the company has enhanced its customer experience and reduced operating costs. Additionally, First Horizon's proactive approach to risk management enables it to mitigate potential financial losses, contributing to its overall efficiency. These efforts have resulted in a lean and agile organization capable of responding swiftly to evolving market dynamics and customer needs.

The company's efficiency is reflected in its strong financial performance. First Horizon consistently reports impressive profit margins, demonstrating its ability to generate revenue while controlling expenses. This financial strength has allowed the company to invest in new products, services, and technologies, further enhancing its competitive advantage. Moreover, First Horizon's prudent capital allocation practices ensure optimal returns on investments, contributing to its overall profitability.

First Horizon's commitment to operating efficiency extends beyond its financial performance. The company recognizes the importance of environmental stewardship and social responsibility. Through initiatives aimed at reducing its carbon footprint and supporting local communities, First Horizon strives to be a responsible corporate citizen. These efforts not only enhance the company's reputation but also contribute to long-term sustainability, which ultimately benefits stakeholders and the environment.

First Horizon Corporation: Navigating the Risks of Preferred Stock Series D

First Horizon Corporation, a prominent financial services provider, offers Non-Cumulative Perpetual Preferred Stock Series D, representing fractional ownership in the company's equity. While preferred stocks can provide consistent dividends and potential capital appreciation, they also carry inherent risks that investors should carefully consider before investing.

One key risk associated with preferred stock is its lack of voting rights. Unlike common stock, preferred shareholders do not have the same power to influence corporate decisions, making them more vulnerable to management actions that may negatively impact the stock's value. Additionally, preferred stock dividends are not guaranteed and can be suspended or reduced at the discretion of the company's board of directors, affecting the income stream investors rely on.

Another important risk to consider is the potential for interest rate fluctuations. Preferred stock, like other fixed-income securities, is sensitive to changes in interest rates. Rising interest rates can make preferred stock less attractive to investors, leading to a decrease in demand and potentially lowering the stock's price. This risk is particularly relevant in the current economic environment, where central banks are raising interest rates to combat inflation.

Furthermore, preferred stock may have restrictive provisions or covenants that limit the company's financial flexibility. These restrictions can impact the company's ability to raise capital, engage in mergers and acquisitions, or pursue other strategic initiatives. Such limitations can potentially affect the company's long-term growth prospects and, consequently, the value of the preferred stock.


  1. S. Bhatnagar and K. Lakshmanan. An online actor-critic algorithm with function approximation for con- strained Markov decision processes. Journal of Optimization Theory and Applications, 153(3):688–708, 2012.
  2. Efron B, Hastie T. 2016. Computer Age Statistical Inference, Vol. 5. Cambridge, UK: Cambridge Univ. Press
  3. S. Devlin, L. Yliniemi, D. Kudenko, and K. Tumer. Potential-based difference rewards for multiagent reinforcement learning. In Proceedings of the Thirteenth International Joint Conference on Autonomous Agents and Multiagent Systems, May 2014
  4. P. Artzner, F. Delbaen, J. Eber, and D. Heath. Coherent measures of risk. Journal of Mathematical Finance, 9(3):203–228, 1999
  5. Friedman JH. 2002. Stochastic gradient boosting. Comput. Stat. Data Anal. 38:367–78
  6. Mnih A, Kavukcuoglu K. 2013. Learning word embeddings efficiently with noise-contrastive estimation. In Advances in Neural Information Processing Systems, Vol. 26, ed. Z Ghahramani, M Welling, C Cortes, ND Lawrence, KQ Weinberger, pp. 2265–73. San Diego, CA: Neural Inf. Process. Syst. Found.
  7. H. Kushner and G. Yin. Stochastic approximation algorithms and applications. Springer, 1997.


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