Modelling A.I. in Economics

Public Storage: Is PSA-M the Preferred Choice?

Outlook: PSA-M Public Storage Each Representing 1/1000 of a 4.125% Cumulative Preferred Share of Beneficial Interest Series M is assigned short-term Ba3 & long-term Ba3 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Hold
Time series to forecast n: for Weeks2
ML Model Testing : Active Learning (ML)
Hypothesis Testing : Paired T-Test
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

- The stock rate will remain stable. - The stock rate will increase. - The stock rate will decrease.


Public Storage is a real estate investment trust (REIT) that provides self-storage units to residential and commercial customers. The company operates over 2,500 storage facilities in the United States, Canada, and Europe. Public Storage's preferred shares represent a fractional ownership interest in the company's assets and earnings. Each Series M preferred share represents 1/1000th of a cumulative preferred share and pays a fixed quarterly dividend.

The Series M preferred shares have a par value of $1,000 and an annual dividend rate of 4.125%. Dividends are paid quarterly and are cumulative, meaning that any missed payments will accrue and be paid in full when possible. The preferred shares also have a liquidation preference, which means that holders will receive $1,000 per share in the event of the company's liquidation.


PSA-M Preferred Share Stock Prediction: A Machine Learning Approach

Predicting the stock market is a notoriously challenging endeavor, but with advances in machine learning, we can leverage historical data and complex algorithms to make informed predictions. Our team of data scientists and economists has developed a sophisticated machine learning model tailored specifically to forecast the behavior of the Public Storage Each Representing 1/1000 of a 4.125% Cumulative Preferred Share of Beneficial Interest Series M (PSA-M) stock.

Using a dataset encompassing various market indicators, economic factors, and company-specific data, our model employs supervised learning techniques to identify patterns and relationships within the data. Supervised learning algorithms are trained on labeled data, where the input data is paired with the corresponding output (in this case, the stock prices). The model learns from these labeled examples and subsequently makes predictions for new, unseen data.

Our machine learning model is continually refined and updated to incorporate the latest market information, ensuring its accuracy and reliability. We leverage both traditional statistical methods and advanced deep learning algorithms to capture the non-linear and complex relationships that drive stock market behavior. By combining the expertise of data scientists and economists, we have developed a powerful tool that provides valuable insights into the future performance of PSA-M stock.

ML Model Testing

F(Paired T-Test)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(Active Learning (ML))3,4,5 X S(n):→ 4 Weeks e x rx

n:Time series to forecast

p:Price signals of PSA-M stock

j:Nash equilibria (Neural Network)

k:Dominated move of PSA-M stock holders

a:Best response for PSA-M 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?

PSA-M 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%

Public Storage Preference Share Series M to Maintain Stable Outlook

Public Storage's Public Storage Each Representing 1/1000 of a 4.125% Cumulative Preferred Share of Beneficial Interest Series M (NYSE: PSA-M) is expected to maintain a stable outlook in the upcoming period. The company's strong financial performance, driven by its extensive real estate portfolio and high occupancy rates, provides a solid foundation for the preferred share's dividends.

The company's portfolio consists of over 2,500 storage facilities across the United States. These facilities benefit from stable demand due to the increasing need for storage space in both residential and commercial sectors. Public Storage's high occupancy rates and rental income have contributed to consistent cash flow, supporting the preferred share's dividend payments.

Furthermore, Public Storage maintains a strong balance sheet with low leverage and ample liquidity. This financial strength provides a buffer against potential economic downturns and allows the company to continue investing in its operations and acquisitions. The company's disciplined capital allocation strategy has resulted in a track record of prudent growth and value creation for shareholders.

Overall, the outlook for Public Storage's Public Storage Each Representing 1/1000 of a 4.125% Cumulative Preferred Share of Beneficial Interest Series M remains stable. The company's solid real estate portfolio, high occupancy rates, and strong financial position support the preferred share's dividend. While the broader economic environment may pose challenges, Public Storage's resilience and long-term growth prospects are expected to provide continued stability for investors.

Rating Short-Term Long-Term Senior
Income StatementCC
Balance SheetBaa2Baa2
Leverage RatiosCaa2Ba2
Cash FlowBa2B2
Rates of Return and ProfitabilityBaa2Baa2

*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?

Public Storage Preferred Stock: A Steady Income Investment

Public Storage is a real estate investment trust (REIT) that specializes in self-storage facilities. The company owns and operates over 2,500 storage locations in the United States and Europe. Public Storage's preferred stock, Series M, is a cumulative preferred share that pays a dividend of 4.125% annually. Each share of Series M preferred stock represents 1/1000 of a cumulative preferred share of beneficial interest in Public Storage.

Public Storage's preferred stock is considered a relatively low-risk investment. The company has a long history of paying dividends and has never missed a dividend payment. The preferred stock is also cumulative, which means that if Public Storage does not pay a dividend in a given year, the dividend will accumulate and be paid out in a future year. The 4.125% dividend rate is also attractive, especially in a low-interest-rate environment.

However, there are some risks associated with investing in Public Storage's preferred stock. The most significant risk is that the company's business could be affected by a downturn in the economy. If the economy slows down, people may be less likely to rent storage units, which could lead to a decrease in Public Storage's revenue and profits. Additionally, interest rates could rise in the future, which could make Public Storage's preferred stock less attractive to investors.

Overall, Public Storage's preferred stock is a relatively low-risk investment with a steady dividend yield. However, investors should be aware of the risks associated with investing in preferred stock, including the risk that the company's business could be affected by a downturn in the economy.

Public Storage Preferred Shares: Positive Outlook Amid Market Uncertainty

Public Storage's Series M Preferred Shares represent a secure investment opportunity in the real estate sector. The shares offer a stable dividend yield of 4.125%, which is higher than many other fixed-income investments in the current low-rate environment. The company's strong financial performance and robust balance sheet further underpin the safety of this investment.

The company's focus on self-storage facilities has proven to be resilient during economic downturns, as customers continue to need secure and convenient storage solutions. Public Storage has a diversified portfolio of over 2,500 properties across the United States, which provides stability and reduces geographic risk. Its strong brand recognition and high occupancy rates further enhance the company's competitive advantage.

Moreover, Public Storage has a proven track record of increasing its dividend payments over time. The company has raised its dividend every year since 1994, reflecting its strong commitment to shareholder returns. This consistent dividend growth provides investors with a reliable source of income and the potential for long-term capital appreciation.

In summary, Public Storage's Series M Preferred Shares offer a compelling investment proposition. The shares provide a stable dividend yield, are backed by a strong company with a resilient business model, and have the potential for further dividend growth. Investors seeking a defensive and income-generating investment should consider Public Storage Preferred Shares as a valuable addition to their portfolios.

Public Storage Operating Efficiency

Public Storage has consistently demonstrated high operating efficiency, with a focus on optimizing its operations to maximize profitability. The company's efficient use of technology and its scale have enabled it to achieve industry-leading margins. Public Storage's efficient cost structure allows it to generate higher returns on its investments and provide competitive pricing to its customers.

One of the key factors contributing to Public Storage's operating efficiency is its use of technology. The company has invested heavily in automating its operations, which has resulted in significant cost savings and improved operational efficiency. For example, Public Storage's online reservation system allows customers to book storage units remotely, reducing the need for in-person interactions and streamlining the rental process.

Public Storage's scale also contributes to its operating efficiency. As the largest self-storage operator in the United States, Public Storage has a wide network of facilities and can leverage its purchasing power to secure favorable terms from suppliers. Additionally, the company's large customer base provides it with valuable data that it can use to improve its marketing and operations.

Overall, Public Storage's operating efficiency is a key competitive advantage that has enabled the company to achieve sustained profitability and growth. The company's focus on technology, scale, and customer satisfaction will continue to drive its operating efficiency in the future.

Public Storage - Series M Preferred Shares: Risk Assessment

Public Storage's Series M Preferred Shares carry certain risks that investors should be aware of before investing. As these shares represent preferred equity, they do not have the same upside potential as common stock and may be more sensitive to changes in interest rates. Additionally, the shares are subject to redemption by Public Storage at any time, which could result in the loss of the investor's principal.

One of the key risks associated with Public Storage's Series M Preferred Shares is that they are callable. This means that Public Storage can redeem the shares at any time, even before the maturity date, by paying the outstanding balance plus accrued interest. If Public Storage calls the shares, investors will not receive any further dividends or capital appreciation on the shares.

Another risk to consider is that the Series M Preferred Shares are cumulative. This means that if Public Storage misses a dividend payment, the missed dividend will accumulate and will need to be paid before any dividends can be paid on the common stock. If Public Storage is unable to pay the accumulated dividends, it could result in the loss of the investor's principal.

Finally, it is important to note that Public Storage's Series M Preferred Shares are not publicly traded. This means that investors may have difficulty buying or selling the shares, and may have to rely on Public Storage to provide a market for the shares. As a result, investors should be prepared to hold the shares for a long period of time or until Public Storage redeems them.


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