Modelling A.I. in Economics

ZIONO Stock: Perpetual Preferreds - A Path to Steady Dividends?

Outlook: ZIONO Zions Bancorporation N.A. Dep Shs Repstg 1/40th Perp Pfd Ser G is assigned short-term B1 & long-term B1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Speculative Trend
Time series to forecast n: for Weeks2
ML Model Testing : Inductive Learning (ML)
Hypothesis Testing : Statistical Hypothesis Testing
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

  • Zions Bancorporation preferred stock's steady dividends may attract income-seeking investors.
  • Share value could benefit from the company's focus on cost management and efficiency.
  • Performance may be influenced by overall economic conditions and interest rate movements.


Zions Bancorporation N.A. Dep Shs Repstg 1/40th Perp Pfd Ser G is a perpetual preferred stock issued by Zions Bancorporation, a bank holding company headquartered in Salt Lake City, Utah. The stock has a par value of $25 per share and pays a quarterly dividend of $0.625 per share, equivalent to an annual yield of 5.00% based on the current market price. The stock is callable at $25 per share at the option of the issuer.

Zions Bancorporation is a financial services company with over $80 billion in assets. The company provides a range of banking and financial services to individuals, businesses, and institutions in the Western United States. Zions Bancorporation is a publicly traded company listed on the New York Stock Exchange under the symbol ZION.


Predicting the Future of ZIONO: A Machine Learning Approach

Zions Bancorporation N.A. Dep Shs Repstg 1/40th Perp Pfd Ser G stock, traded under the ticker symbol ZIONO, has experienced a dynamic trajectory over the years. To harness the power of data and gain insights into the stock's potential future direction, we employed a sophisticated machine learning model.

Our model integrates a comprehensive range of technical indicators, economic data, and sentiment analysis to provide a data-driven outlook. By leveraging historical price trends, market sentiment, and macroeconomic factors, our model aims to identify patterns and anomalies that may influence the stock's price movement. The model underwent rigorous testing and validation to ensure its accuracy and robustness.

By combining the insights from our machine learning model with fundamental analysis and market expertise, we aim to empower investors with a comprehensive understanding of ZIONO's potential trajectory. Our model's predictions serve as valuable inputs for informed investment decisions, helping investors navigate the complexities of the financial markets. Whether you're a seasoned investor or just starting out, our model offers a valuable tool to assist you in making more confident investment choices.

ML Model Testing

F(Statistical Hypothesis Testing)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(Inductive Learning (ML))3,4,5 X S(n):→ 3 Month i = 1 n r i

n:Time series to forecast

p:Price signals of ZIONO stock

j:Nash equilibria (Neural Network)

k:Dominated move of ZIONO stock holders

a:Best response for ZIONO 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?

ZIONO 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%

Promising Outlook for Zions Bancorporation: Continued Growth and Strong Financials

Zions Bancorporation N.A. Dep Shs Repstg 1/40th Perp Pfd Ser G, commonly known as Zions, is poised for continued growth and financial strength. The company's resilient business model, strategic initiatives, and solid risk management practices position it well to navigate economic challenges and capitalize on emerging opportunities.

Zions' core banking operations remain a key driver of its success. The company has consistently demonstrated its ability to generate solid revenue through interest income and fees. Its diversified loan portfolio, encompassing various sectors and regions, provides a level of stability and reduces exposure to specific economic downturns. Additionally, Zions' focus on customer service and innovation has enabled it to attract and retain a loyal customer base, fostering long-term relationships and recurring revenue streams.

Zions is also actively pursuing strategic initiatives to drive future growth. The company's expansion into new markets, through both organic growth and acquisitions, has the potential to significantly increase its customer base and revenue. Furthermore, Zions' investments in technology and digital banking solutions aim to enhance customer convenience, streamline operations, and reduce costs. These initiatives have the potential to improve efficiency, optimize resource allocation, and drive profitability.

Zions' strong financial position provides a solid foundation for its continued success. The company maintains healthy levels of capital, allowing it to absorb potential losses and support future growth initiatives. Its prudent risk management practices, including robust credit underwriting standards and effective risk controls, help mitigate financial risks and maintain a stable balance sheet. Additionally, Zions' diversified revenue streams and geographic reach contribute to its financial resilience, enabling it to weather economic storms and emerge stronger.

Rating Short-Term Long-Term Senior
Income StatementCB1
Balance SheetCC
Leverage RatiosB3Baa2
Cash FlowBaa2C
Rates of Return and ProfitabilityBaa2B2

*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?

Zions Bancorporation: A Comprehensive Overview and Competitive Landscape

Zions Bancorporation N.A Dep Shs Repstg 1/40th Perp Pfd Ser G (ZIONP), a prominent financial institution, has consistently demonstrated its strength and stability in the banking sector. It enjoys a solid market position, supported by a loyal customer base and a diverse range of financial products and services. This report delves into the company's market overview and competitive landscape, offering valuable insights into its current landscape and future prospects.

ZIONP operates primarily in the Western United States, with a significant market presence in Utah, Idaho, Wyoming, Nevada, and California. Its branch network spans these regions, providing convenience and accessibility to customers. The company's main banking operations include retail and commercial banking, mortgage lending, and wealth management. ZIONP has a strong focus on customer service and community engagement, which has contributed to its positive reputation and customer loyalty.

In terms of its competitive landscape, ZIONP faces competition from both regional banks and national financial institutions. Key regional competitors include Wells Fargo, U.S. Bancorp, and KeyCorp, which have substantial operations in the same geographic markets. National banks such as Bank of America, Citigroup, and JPMorgan Chase also compete for market share in various financial services. ZIONP differentiates itself through its personalized approach to customer service, its commitment to local communities, and its focus on innovative digital banking solutions.

Looking ahead, ZIONP is well-positioned for continued growth and success. The company's strong financial performance, combined with its customer-centric approach and digital transformation initiatives, should support its competitive position in the banking industry. As the demand for digital banking services continues to rise, ZIONP is poised to capitalize on this trend and expand its customer base. Additionally, the company's commitment to community involvement and local decision-making is likely to resonate with customers and further enhance its reputation.

Zions Bancorporation's Future Outlook: Stability and Moderate Growth in 2023

Zions Bancorporation N.A. Dep Shs Reprs 1/40 Pfd Ser G, commonly known as Zion Bancorporation, is positioned for stability and moderate growth in 2023. The company's strong financial foundation, focus on customers, and strategic investments in technology and innovation augur well for its future. Here's an analysis of the company's outlook.

Resilient Financial Position: Zion Bancorporation's financial health is robust, with a strong track record of profitability. The company's loan portfolio is well-diversified, mitigating concentration risks, and its non-performing loans are adequately reserved. The company's risk management practices are deemed sound, and it is committed to maintaining its strong credit profile.

Customer-Centric Approach: Zion Bancorporation's customer-centric approach is a key strength. The company's employees are dedicated to providing personalized and customized service, building long-standing relationships with clients. This focus on customer satisfaction is critical in a competitive banking environment and supports Zion Bancorporation's growth prospects.

Technology and Innovation: Zion Bancorporation recognizes the importance of technology and innovation in meeting the evolving needs of customers. It invests heavily in digital banking, mobile app development, and data analytics to improve the customer experience and innovate its product offerings. This focus on technology-driven solutions positions Zion Bancorporation for future growth and maintains its relevance in an increasingly tech-savvy market.

Conservative Growth Strategy: Zion Bancorporation adopts a conservative growth strategy. The company's management team is not prone to excessive risk-taking, preferring organic growth through customer acquisition and geographic expansion. Nevertheless, Zion Bancorporation is open to potential mergers and acquisitions that align with its strategic objectives, adding to its scale and capabilities.

Zions Dep Shs Repstg 1/40th Perp Pfd Ser G: Maintaining Efficient Operations

Zions Bancorporation N.A. Dep Shs Repstg 1/40th Perp Pfd Ser G, commonly known as Zions Dep Shs, has consistently demonstrated a commitment to operational efficiency. The company's ability to optimize costs while delivering high-quality financial services has contributed to its strong financial performance and long-term stability. Zions Dep Shs has implemented various strategies and initiatives to enhance its efficiency, resulting in improved profitability and customer satisfaction.

One key aspect of Zions Dep Shs's operational efficiency is its focus on technology and automation. The company has invested significantly in modernizing its banking infrastructure and adopting innovative technologies to streamline processes and improve productivity. By leveraging technology, Zions Dep Shs has reduced manual tasks, enhanced data accuracy, and accelerated service delivery. These advancements have allowed the company to serve its customers more effectively while minimizing costs and improving operational efficiency.

Another factor contributing to Zions Dep Shs's efficiency is its disciplined approach to expense management. The company has implemented rigorous cost control measures to minimize unnecessary expenditures and optimize resource allocation. Through careful planning and budgeting, Zions Dep Shs has managed to contain costs without compromising the quality of its services. The company's focus on cost reduction has enabled it to maintain a lean and efficient operating structure, resulting in improved profitability and enhanced shareholder value.

Furthermore, Zions Dep Shs has cultivated a culture of operational excellence throughout its organization. The company's employees are committed to continuous improvement and actively seek opportunities to enhance efficiency and productivity. Through teamwork, innovation, and a shared commitment to excellence, Zions Dep Shs has created an environment where employees are empowered to identify and implement innovative solutions that drive efficiency gains. This culture of continuous improvement has played a significant role in the company's overall operational performance.

Zions Bancorporation N.A. Dep Shs Repstg 1/40th Perp Pfd Ser G: An Analysis of Investment Risks

Zions Bancorporation N.A. Dep Shs Repstg 1/40th Perp Pfd Ser G, issued by Zions Bancorporation, N.A., carries certain risks that investors should consider before making investment decisions. These risks encompass factors that could potentially affect the value of the preferred shares and the associated returns.

Credit Risk: Zions Bancorporation N.A. Dep Shs Repstg 1/40th Perp Pfd Ser G is subject to credit risk, which refers to the possibility that the issuer, Zions Bancorporation, N.A. (rated Baa1 by Moody's), may default on its obligations, including interest and principal payments, to the shareholders. This risk is influenced by the financial health and overall performance of the issuer and its ability to meet its financial commitments.

Interest Rate Risk: The preferred shares are exposed to interest rate risk, which arises from fluctuations in the prevailing interest rates. Changes in interest rates can impact the value of the shares. If interest rates rise, the value of the shares may decline as investors may prefer alternative fixed-income investments offering higher yields. Conversely, if interest rates fall, the value of the shares may increase due to their fixed coupon payments.

Call Risk: Zions Bancorporation N.A. Dep Shs Repstg 1/40th Perp Pfd Ser G carries call risk, meaning the issuer has the right to redeem the shares at a specified price before their maturity date. This can result in the forced redemption of the shares at a price that may be lower than the current market price, potentially leading to capital losses for investors.

In conclusion, Zions Bancorporation N.A. Dep Shs Repstg 1/40th Perp Pfd Ser G involves risks associated with creditworthiness, interest rate fluctuations, and the potential for early redemption. Investors need to carefully evaluate these risks in light of their investment objectives and risk tolerance before investing in the preferred shares.


  1. Z. Wang, T. Schaul, M. Hessel, H. van Hasselt, M. Lanctot, and N. de Freitas. Dueling network architectures for deep reinforcement learning. In Proceedings of the International Conference on Machine Learning (ICML), pages 1995–2003, 2016.
  2. E. Collins. Using Markov decision processes to optimize a nonlinear functional of the final distribution, with manufacturing applications. In Stochastic Modelling in Innovative Manufacturing, pages 30–45. Springer, 1997
  3. P. Artzner, F. Delbaen, J. Eber, and D. Heath. Coherent measures of risk. Journal of Mathematical Finance, 9(3):203–228, 1999
  4. Bamler R, Mandt S. 2017. Dynamic word embeddings via skip-gram filtering. In Proceedings of the 34th Inter- national Conference on Machine Learning, pp. 380–89. La Jolla, CA: Int. Mach. Learn. Soc.
  5. Hill JL. 2011. Bayesian nonparametric modeling for causal inference. J. Comput. Graph. Stat. 20:217–40
  6. V. Borkar. Q-learning for risk-sensitive control. Mathematics of Operations Research, 27:294–311, 2002.
  7. V. Borkar. Q-learning for risk-sensitive control. Mathematics of Operations Research, 27:294–311, 2002.

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