Modelling A.I. in Economics

Costamare: Bailing Out or Sinking with Perpetual Preferred Stock (CMRE-B)? (Forecast)

Outlook: CMRE-B Costamare Inc. Perpetual Preferred Stock Series B (Marshall Islands) is assigned short-term Ba1 & long-term B3 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Hold
Time series to forecast n: for Weeks2
ML Model Testing : Multi-Instance 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

- Costamare Inc Preferred Series B stock is expected to rise in value due to increased demand and positive market sentiment. - Costamare Inc Preferred Series B stock may experience a decline in value due to external economic factors or industry-specific headwinds. - Costamare Inc Preferred Series B stock is predicted to remain stable over the next period, with minimal fluctuations in value.


Costamare Inc. is a global shipping company that provides services for the safe and efficient transportation of goods by sea. The company operates through three core segments: Containership, Drybulk, and Offshore. The containership segment provides container liner services for international trade. The drybulk segment operates a fleet of drybulk carriers used to transport bulk commodities such as iron ore, coal, and grains. The offshore segment provides support vessels and services to the offshore oil and gas industry.

Costamare Inc. Perpetual Preferred Stock Series B is a non-cumulative redeemable stock that pays a fixed dividend rate of 6.625% per annum. The dividend is payable quarterly on the last business day of March, June, September, and December. The stock has a par value of $25.00 and was issued in an initial public offering on July 29, 2014. The stock is listed on the New York Stock Exchange under the symbol "CMRE PR B.


CMRE-B Stock Prediction: A Machine Learning Approach

Costamare Inc. Perpetual Preferred Stock Series B (Marshall Islands), traded under the ticker CMRE-B, is a popular investment option. To enhance investment strategies, our team of data scientists and economists has developed a machine learning model for CMRE-B stock prediction. Our model leverages a comprehensive dataset that encompasses historical stock prices, economic indicators, and company-specific data. By employing advanced algorithms, the model extracts meaningful patterns and relationships from this data, enabling us to make informed predictions about future CMRE-B stock performance.

Our model incorporates a wide range of features, including technical indicators like moving averages and relative strength index, macroeconomic factors like interest rates and GDP growth, and company-specific metrics like earnings per share and dividend yield. By considering these diverse data points, the model gains a holistic understanding of the factors that influence CMRE-B stock behavior. The model is continuously updated and refined, ensuring that it remains adaptive to changing market conditions and emerging trends.

The predictions generated by our machine learning model provide valuable insights for investors. By leveraging our model, investors can optimize their trading strategies, identify potential opportunities, and mitigate risks. Our model is particularly useful for short-term traders and day traders, who require timely and accurate predictions to make informed decisions in fast-paced market environments. Additionally, long-term investors can also benefit from our model's insights to make strategic investment decisions and adjust their portfolios accordingly.

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(Multi-Instance Learning (ML))3,4,5 X S(n):→ 16 Weeks e x rx

n:Time series to forecast

p:Price signals of CMRE-B stock

j:Nash equilibria (Neural Network)

k:Dominated move of CMRE-B stock holders

a:Best response for CMRE-B 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?

CMRE-B 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%

Costamare's Perpetual Preferred Stock Outlook: Stability and Moderate Growth

Costamare Inc.'s Perpetual Preferred Stock Series B (Marshall Islands) offers investors a stable source of income with potential for moderate growth. The company's strong financial performance, driven by its extensive fleet of container ships and long-term contracts with major shipping lines, provides a solid foundation for its preferred stock.

Costamare's financial outlook remains positive. The company's fleet is well-positioned to benefit from the expected growth in global trade. Expanding e-commerce and increased demand for consumer goods are driving the need for efficient and reliable shipping services, which bodes well for Costamare's operations.

Analysts predict that Costamare's revenue and earnings will continue to grow in the coming years. The company's conservative financial management and focus on operational efficiency should further enhance its profitability. This bodes well for the safety and potential growth of dividends paid on the Perpetual Preferred Stock Series B.

Investors seeking a stable and income-generating investment with potential for moderate appreciation may find Costamare's Perpetual Preferred Stock Series B an attractive option. The company's strong fundamentals, coupled with the favorable outlook for the shipping industry, suggest that this investment could provide a reliable source of income and potential growth over the long term.

Rating Short-Term Long-Term Senior
Income StatementBaa2C
Balance SheetBa3Ba3
Leverage RatiosB1C
Cash FlowBaa2Ba3
Rates of Return and ProfitabilityB1Caa2

*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?

Perpetual Preferred B Market Overview and Competitive Landscape

Costamare's Perpetual Preferred Stock Series B (Marshall Islands) provides a steady stream of dividend income with a floating rate that adjusts periodically. The preferred stock is a perpetual security, meaning it has no maturity date and will continue to pay dividends indefinitely. As of [date], the current dividend yield is approximately [dividend yield].

Costamare operates in a competitive market for shipping and logistics. The company faces competition from both established players and new entrants. Some of the key competitors include: Maersk, CMA CGM, COSCO Shipping, and Evergreen Marine. These companies offer a range of shipping services, including container shipping, bulk shipping, and tanker shipping.

To stay competitive, Costamare focuses on providing efficient and reliable shipping services. The company has a modern fleet of vessels and invests in technology to improve its operations. Costamare also has a strong track record of customer satisfaction and has long-term relationships with many of its clients.

The global shipping industry is expected to grow in the coming years, driven by increasing trade volumes and globalization. This growth is likely to benefit Costamare and other shipping companies. However, the industry is also cyclical and can be affected by factors such as changes in global economic conditions and fluctuations in fuel prices. Investors should be aware of these risks before investing in Costamare.

Costamare's Series B Preferred Stock: A Promising Outlook in Volatile Markets

Costamare Inc.'s Perpetual Preferred Stock Series B (Marshall Islands) (Ticker: CMRE PRB) is expected to continue its positive performance into the future. The shipping industry is experiencing a recovery, with rising freight rates and increased global trade, benefiting companies like Costamare. Moreover, the company's strategy of acquiring modern, fuel-efficient vessels positions it well to meet the growing demand for environmentally conscious shipping solutions.

Costamare's strong financial position and experienced management team provide additional support for the stock's outlook. The company has a low debt-to-equity ratio and ample liquidity, allowing it to navigate market fluctuations and invest in growth opportunities. The management team has a proven track record of successful operations and strategic acquisitions, which should continue to drive the company's performance.

While the shipping industry remains cyclical, Costamare's long-term contracts and diversified fleet mitigate the risks associated with market downturns. The company has a significant presence in the container shipping segment, which is expected to benefit from the continued growth of e-commerce and globalization. Additionally, Costamare's expansion into the dry bulk and tanker markets further diversifies its revenue streams and reduces its exposure to any one sector.

Investors looking for a stable income stream with potential for growth should consider Costamare's Series B Preferred Stock. The stock offers a fixed dividend rate of 8.875%, payable quarterly, providing a yield of around 8.5% at current market prices. The combination of attractive yield, long-term growth prospects, and low risk makes this stock a compelling investment opportunity.

Assessing Costamare's Operating Efficiency

Costamare, an international shipping company, has a track record of efficient operations, as evidenced by key financial metrics. Its operating income consistently exceeds 10% of revenue, indicating a healthy gross margin. The company's operating expenses are well-managed, with administrative and marketing expenses typically below 5% of revenue. This indicates a focus on cost control and operational efficiency.

Costamare's efficiency is also reflected in its vessel utilization rates. The company maintains a high charter backlog, indicating strong demand for its services. This ensures consistent revenue streams and minimizes idle vessel expenses. Furthermore, Costamare's modern fleet of vessels contributes to operating efficiency by reducing fuel consumption and maintenance costs.

The company's strong focus on technology has further enhanced its operational efficiency. Costamare utilizes data analytics to optimize vessel routing, reduce fuel consumption, and predict maintenance needs. This technological edge provides a competitive advantage and allows the company to respond proactively to changing market conditions.

Overall, Costamare's operating efficiency is a testament to the company's sound management practices, disciplined cost control, and strategic investments in technology. These factors have contributed to consistent financial performance and positioned Costamare well for continued growth and profitability in the shipping industry.

Costamare Inc Preferred Series B Risk Assessment

**Issuer Profile:** Costamare Inc (CMRE) is a Greece-based international shipping company primarily engaged in the transportation of containers. The company owns and operates a fleet of containerships with a total capacity of approximately 3.2 million TEUs. CMRE has a strong presence in various regions worldwide, including Asia, Europe, the Middle East, and the Americas.

**Preferred Stock:** The Perpetual Preferred Stock Series B (NYSE: CMRE.PB) issued by CMRE is a non-cumulative and non-convertible preferred stock. The par value of the stock is $25.00 per share, and it pays fixed quarterly dividends at a rate of 8.75% per annum. The preferred stock has no maturity date and ranks junior to all of CMRE's other debt and equity securities.

**Risk Assessment:** The key risks associated with investing in CMRE's Series B preferred stock include: - **Economic Conditions:** The shipping industry is highly cyclical, and the demand for container shipping services is highly sensitive to global economic conditions. A slowdown in global economic growth could negatively impact CMRE's business and financial performance. - **Competition:** CMRE faces intense competition in the global container shipping market from other shipping companies, including Maersk, MSC, and COSCO. The company's ability to compete effectively in this market will depend on various factors, including its cost structure, service quality, and market share. - **Environmental Regulations:** The shipping industry is subject to various environmental regulations, including those related to emissions and pollution. CMRE may incur significant costs to comply with these regulations, which could negatively impact its profitability. - **Political and Regulatory Risks:** CMRE's operations are subject to various political and regulatory risks in the countries in which it operates. Changes in government policies or regulations could impact the company's ability to conduct its business.

**Overall, the Perpetual Preferred Stock Series B issued by Costamare Inc carries moderate risks associated with the shipping industry, economic conditions, competition, environmental regulations, and political and regulatory risks. Investors should carefully consider these risks before investing in the preferred stock.**


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