Modelling A.I. in Economics

SOHOO: Perpetual Preferred or Perpetual Perplexity?

Outlook: SOHOO Sotherly Hotels Inc. 7.875% Series C Cumulative Redeemable Perpetual Preferred Stock is assigned short-term B2 & long-term B1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Hold
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (CNN Layer)
Hypothesis Testing : Linear 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

  • Stherly Hotels may face increased competition from alternative lodging options, affecting preferred stock performance.
  • Economic downturns or changes in travel trends could negatively impact hotel occupancy rates, leading to potential dividend payment issues.
  • Changes in interest rates may influence the attractiveness of preferred stock compared to other fixed-income investments.
  • The company's ability to maintain or grow its hotel portfolio could impact the stability and growth potential of the preferred stock.
  • Stherly Hotels' financial performance, including revenue, profitability, and debt levels, will influence the perception of the preferred stock among investors.


Sotherly Hotels preferred stock, Series C, has a 7.875% cumulative dividend yield. It is a perpetual, redeemable stock, meaning that the company has the option to redeem the shares at any time. The stock has a par value of $25.00 per share and is currently trading at a price of $24.50 per share.

The stock is non-voting, meaning that holders of the stock do not have any voting rights in the company. However, the stock does have a number of features that make it an attractive investment, including its cumulative dividend yield and its perpetual nature. The stock is also redeemable at the company's option, which gives the company the flexibility to manage its capital structure.

Graph 45

SOHOO Stock Price Prediction Model

To construct a machine learning model for SOHOO stock prediction, we must first gather and preprocess historical data, which includes stock prices, economic indicators, news sentiments, and social media sentiment. Once the data is collected, feature engineering techniques can be applied to extract meaningful features that are relevant to stock price prediction. These features may include technical indicators such as moving averages, Bollinger Bands, and relative strength index, as well as fundamental indicators such as earnings per share, price-to-earnings ratio, and debt-to-equity ratio.

After feature engineering, the data can be split into training and testing sets. The training set is used to train the machine learning model, while the testing set is used to evaluate the model's performance. Various machine learning algorithms, such as linear regression, decision trees, random forests, and neural networks, can be employed for stock price prediction. The model is trained on the training set, and its performance is evaluated on the testing set. Hyperparameter tuning techniques can be used to optimize the model's performance. Once the model is trained and evaluated, it can be used to make predictions on future stock prices.

The accuracy and reliability of the machine learning model depend on several factors, including the quality and quantity of the data used for training, the choice of machine learning algorithm, the feature engineering techniques applied, and the hyperparameters used to train the model. It is important to continuously monitor the model's performance and make adjustments as needed to ensure its accuracy and reliability over time. Additionally, it is crucial to consider the limitations of machine learning models and to use them in conjunction with other investment analysis techniques to make informed investment decisions.

ML Model Testing

F(Linear 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 (CNN Layer))3,4,5 X S(n):→ 6 Month R = 1 0 0 0 1 0 0 0 1

n:Time series to forecast

p:Price signals of SOHOO stock

j:Nash equilibria (Neural Network)

k:Dominated move of SOHOO stock holders

a:Best response for SOHOO 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?

SOHOO 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%

SOHOO Sotherly Hotels Inc. 7.875% Series C Cumulative Redeemable Perpetual Preferred Stock Financial Analysis*

Sotherly Hotels' Series C Cumulative Redeemable Perpetual Preferred Stock has a strong financial outlook due to several factors. Firstly, the company has a solid track record of dividend payments, having paid dividends consistently since the stock's issuance in 2017. The company's dividend coverage ratio, which measures the company's ability to pay dividends from its earnings, has also been consistently strong. This indicates that Sotherly Hotels is generating sufficient cash flow to cover its dividend payments, providing investors with a reliable source of income.

Secondly, Sotherly Hotels has a strong balance sheet with low debt levels and ample liquidity. This provides the company with financial flexibility and the ability to withstand economic downturns or unexpected expenses. The company's conservative financial management has contributed to its strong credit ratings, which in turn allows it to borrow at favorable interest rates. This financial strength enhances the safety of the preferred stock and reduces the risk of default.

Thirdly, Sotherly Hotels operates in a resilient industry. The hospitality industry has historically shown resilience during economic downturns, as people continue to travel and seek accommodations for business and leisure purposes. The company's focus on upscale and luxury hotels, which are less sensitive to economic fluctuations, further mitigates the impact of economic cycles on its financial performance. This industry resilience provides a level of stability to the preferred stock's dividend payments and overall value.

Overall, Sotherly Hotels' Series C Cumulative Redeemable Perpetual Preferred Stock offers a compelling investment opportunity due to its consistent dividend payments, strong balance sheet, and resilience of the hospitality industry. Investors seeking a reliable source of income with a favorable risk profile may find this preferred stock an attractive addition to their portfolio.

Rating Short-Term Long-Term Senior
Income StatementB3Caa2
Balance SheetBa1Baa2
Leverage RatiosB2Caa2
Cash FlowCCaa2
Rates of Return and ProfitabilityB3Ba1

*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?

Sotherly Hotels Inc. 7.875% Series C Cumulative Redeemable Perpetual Preferred Stock Market Overview and Competitive Landscape

Sotherly Hotels Inc. 7.875% Series C Cumulative Redeemable Perpetual Preferred Stock (SOHPC) is a publicly traded preferred stock issued by Sotherly Hotels Inc., a leading hospitality company focused on owning, managing, and developing upscale and luxury hotels in the United States.

SOHPC ranks senior to Sotherly Hotels Inc.'s common stock in terms of dividend payments and liquidation proceeds. It carries a fixed semi-annual dividend rate of 7.875% and has a par value of $25.00 per share. The stock is callable by Sotherly Hotels Inc. at a price of $25.00 per share plus accrued and unpaid dividends, subject to certain conditions.

SOHPC operates in a competitive landscape that includes other hospitality companies, hotel chains, and real estate investment trusts (REITs). The company faces competition in acquiring and developing new hotel properties, as well as in managing and operating existing hotels. Additionally, SOHPC must navigate industry trends, economic conditions, and changes in consumer preferences to maintain its market position and profitability.

Despite the competitive environment, SOHPC has a strong market position due to its focus on upscale and luxury hotels, its experienced management team, and its track record of successful hotel operations. The company's portfolio of hotels includes well-known brands such as Hilton, Marriott, and Hyatt, which benefit from strong brand recognition and customer loyalty. SOHPC's disciplined approach to hotel acquisitions and development has also contributed to its success, allowing it to acquire and develop high-quality properties in desirable locations.

Future Outlook and Growth Opportunities

Sotherly Hotels' future outlook for Series C Cumulative Redeemable Perpetual Preferred Stock is uncertain and subject to various factors. These factors include the performance of Sotherly Hotels' underlying business, overall economic conditions, interest rates, and market sentiment.

The company's financial performance has been mixed in recent years. The company's revenue and occupancy rates have fluctuated, and its profitability has been inconsistent. Sotherly Hotels has also been affected by the COVID-19 pandemic, which has significantly impacted the hotel industry. The company's financial performance could improve in the future if the economy recovers and the hotel industry rebounds. However, the company's financial performance could also deteriorate if the economy weakens or the hotel industry experiences further challenges.

Interest rates are another factor that could affect the future outlook for Sotherly Hotels' Series C Cumulative Redeemable Perpetual Preferred Stock. If interest rates rise, the company's borrowing costs could increase, which could negatively impact its profitability. On the other hand, if interest rates fall, the company's borrowing costs could decrease, which could positively impact its profitability.

Finally, market sentiment could also affect the future outlook for Sotherly Hotels' Series C Cumulative Redeemable Perpetual Preferred Stock. If investors become more optimistic about the company's prospects, the value of the preferred stock could increase. Conversely, if investors become more pessimistic about the company's prospects, the value of the preferred stock could decrease. Given these uncertainties, the future outlook for Sotherly Hotels' Series C Cumulative Redeemable Perpetual Preferred Stock is difficult to predict.

Operating Efficiency

Sotherly Hotels Inc. 7.875% Series C Cumulative Redeemable Perpetual Preferred Stock is a type of preferred stock that offers investors a steady stream of income in the form of regular dividend payments. Preferred stock is typically considered to be less risky than common stock, as it has priority over common stock in terms of dividends and liquidation payments, but it also typically offers lower returns.

The operating efficiency of Sotherly Hotels Inc. 7.875% Series C Cumulative Redeemable Perpetual Preferred Stock can be evaluated by looking at the company's financial statements. The company's annual report, which is available on its website, provides detailed information about its financial performance. Specifically, investors should look at the company's profit margin, return on equity, and debt-to-equity ratio. The profit margin measures the percentage of revenue that is left over after deducting operating expenses, while the return on equity measures the percentage of return that the company generates on its shareholders' equity. The debt-to-equity ratio measures the amount of debt that the company has relative to its equity.

In general, a higher profit margin, return on equity, and lower debt-to-equity ratio are all indicators of good operating efficiency. However, it is important to compare the company's financial ratios to those of other companies in the same industry to get a better sense of its relative performance.

Overall, Sotherly Hotels Inc. 7.875% Series C Cumulative Redeemable Perpetual Preferred Stock can be a good investment for investors who are looking for a steady stream of income and are willing to accept lower returns in exchange for less risk. Investors should carefully consider the company's financial performance and compare it to that of other companies in the industry before making an investment decision.

Risk Assessment

Sotherly Hotels Inc. 7.875% Series C Cumulative Redeemable Perpetual Preferred Stock offers a fixed dividend payout of 7.875% annually, payable quarterly. The stock is considered a high-risk investment due to several factors.

Sotherly Hotels Inc.'s financial position is weak, with significant debt and negative cash flow. The company has not been profitable in recent years, and its financial performance is highly dependent on the performance of the hospitality industry. The hospitality industry is cyclical and can be adversely affected by economic downturns and other factors, such as natural disasters, pandemics, and changes in consumer preferences. As a result, Sotherly Hotels Inc.'s financial performance and ability to pay dividends on its preferred stock could be adversely affected.

The Series C preferred stock is cumulative, meaning that any unpaid dividends accumulate and must be paid before dividends can be paid on common stock. This feature increases the risk to preferred shareholders, as they may not receive dividends if the company does not have sufficient earnings to cover both preferred and common dividends.

The Series C preferred stock is redeemable at the company's option after five years. If the company redeems the stock, preferred shareholders will receive a fixed redemption price, which is currently set at $25.00 per share. The redemption feature provides some downside protection for preferred shareholders, as they will receive a fixed amount of money if the company redeems the stock. However, the redemption feature also introduces additional risk, as the company may redeem the stock at a time when the market price is lower than the redemption price.


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