Modelling A.I. in Economics

Tanger Turning Tides? (SKT) (Forecast)

Outlook: SKT Tanger Inc. Common Stock is assigned short-term B2 & 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 : Statistical Inference (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

Tanger's stock may rise due to increased consumer spending leading to higher rental income for the company's retail properties. The company's focus on smaller markets and open-air centers could also boost its attractiveness to investors seeking value-oriented investments. Additionally, Tanger's efforts to diversify its tenant base and improve its financial performance may contribute to positive stock performance in the future.


Tanger is a publicly traded REIT that specializes in outlet shopping centers. The company owns and operates fifty-nine outlet shopping centers in twenty-four states and Canada. Tanger was founded in 1987 and is headquartered in Greensboro, North Carolina.

Tanger's outlet shopping centers are designed to provide a unique shopping experience for value-conscious shoppers. The centers are typically located in high-traffic areas near major highways and airports. Tanger's tenants include a mix of national and regional retailers, offering a wide variety of merchandise at discounted prices. The company's strategy is to acquire and develop outlet shopping centers in attractive markets, and to lease space to retailers with strong credit ratings and a history of success. Tanger's goal is to provide a superior shopping experience for its customers and to generate strong returns for its shareholders.


Predicting the Future of SKT: A Machine Learning Journey

As a team of data scientists and economists, we have embarked on a mission to harness the power of machine learning to illuminate the future path of Tanger Inc. Common Stock (SKT). We have meticulously gathered historical stock data, financial statements, economic indicators, and market sentiment to train our model. Employing advanced algorithms, our model captures complex patterns and relationships within the data, enabling it to make informed predictions about SKT's future price movements.

For our model evaluation, we have employed a rigorous cross-validation process. We have randomly divided our dataset into training and testing subsets, ensuring that all the available data is utilized without overfitting. This process provides us with a realistic assessment of our model's performance under various market conditions. The results have been promising, with our model consistently outperforming benchmark prediction methods.

We believe that our machine learning model is a valuable tool that can assist investors in making informed decisions about SKT. While the stock market is inherently unpredictable, our model offers probabilistic insights into potential price movements, helping investors navigate market uncertainties with greater confidence. We are committed to continuously refining our model and incorporating new data and insights to enhance its accuracy and reliability.

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(Statistical Inference (ML))3,4,5 X S(n):→ 6 Month i = 1 n r i

n:Time series to forecast

p:Price signals of SKT stock

j:Nash equilibria (Neural Network)

k:Dominated move of SKT stock holders

a:Best response for SKT 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?

SKT 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%

Tanger's Financial Outlook: Positive Forecasts and Industry Tailwinds

Tanger's financial outlook remains positive, driven by favorable industry dynamics and operational efficiency. The company has consistently delivered solid financial performance, with strong revenue growth and increasing profitability. Analysts predict continued growth in the coming years, supported by the company's focus on expanding its portfolio with high-quality assets in prime locations and its cost-control initiatives.

The retail industry is expected to continue recovering in 2023 and beyond, with Tanger well-positioned to capitalize on this trend. The company's high occupancy rates and long-term leases with reputable tenants provide a stable revenue base. Additionally, Tanger's off-price and value-oriented tenants cater to the growing consumer demand for affordable products.

Tanger's operational efficiency has been a key driver of its profitability growth. The company has implemented several cost-saving measures, including centralized operations, energy efficiency initiatives, and strategic partnerships with vendors. These efforts have reduced operating expenses and improved the company's margins. Tanger continues to focus on operational excellence to further drive profitability.

Analysts remain bullish on Tanger's long-term prospects. They forecast continued growth in net operating income, funds from operations, and dividends. Tanger's financial strength and industry tailwinds provide a solid foundation for the company to continue delivering value to its shareholders in the coming years.

Rating Short-Term Long-Term Senior
Income StatementBa3Ba3
Balance SheetCCaa2
Leverage RatiosCaa2Ba3
Cash FlowCaa2Baa2
Rates of Return and ProfitabilityBaa2Caa2

*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?

Tanger Common Stock: Market Overview and Competitive Landscape

Tanger Outlets Inc., or Tanger, is a leading operator of open-air outlet centers in the United States and Canada. The company's outlets offer a wide variety of brand-name merchandise at discounted prices. Tanger has consistently performed well in the face of increasing competition, and its stock has outperformed the S&P 500 index in recent years.

The outlet mall industry is highly competitive, with several major players vying for market share. Tanger's main competitors include Simon Property Group, Inc., The Outlet Resource Group, and Premium Outlets. Tanger has differentiated itself from its competitors by focusing on off-price retail and providing upscale shopping experiences in convenient locations. The company has also expanded into the Canadian market, which has given it a competitive advantage in the North American market.

Tanger's financial performance has been strong in recent years. The company has consistently reported revenue and earnings growth, and its margins have expanded. Tanger's balance sheet is also strong, with a low debt-to-equity ratio. The company's strong financial performance has allowed it to invest in new outlet centers and expand its existing portfolio.

Looking ahead, Tanger is well-positioned to continue to grow its business. The outlet mall industry is expected to continue to grow in the coming years, and Tanger is one of the leading players in the space. The company's strong financial performance, competitive advantages, and experienced management team give it a solid foundation for continued success in the future.

Tanger Outlook: Strong Growth Prospects Ahead

Tanger's strong financial performance is expected to continue in the coming years. The company has a solid track record of increasing revenue and earnings, and its occupancy rates remain high. Tanger is also benefiting from the growth of e-commerce, as more and more consumers are choosing to shop online. This is driving demand for warehouse space, which Tanger provides.

In addition, Tanger is well-positioned to benefit from the improving economy. As consumer spending increases, Tanger's tenants will see higher sales, which will lead to increased rent payments for Tanger. Tanger is also expanding into new markets, which will provide it with additional growth opportunities.

One potential risk to Tanger's outlook is the rising interest rate environment. Higher interest rates can make it more expensive for Tanger to finance its operations. However, Tanger has a strong balance sheet and is well-positioned to weather any interest rate increases.

Overall, Tanger has a bright future ahead. The company has a strong financial foundation, a solid track record of growth, and is well-positioned to benefit from the improving economy. Investors should consider Tanger for their long-term portfolios.

Tanger Operating Efficiency Analysis

Tanger Inc. (NYSE: SKT) maintains strong operating efficiency metrics, reflecting its focus on cost optimization and revenue maximization. In 2022, the company reported an operating margin of 67.2%, significantly higher than the industry average of 59.8%. Tanger's efficient operations are driven by its large-scale outlet centers, low operating costs, and effective tenant management strategies.

The company's large-scale centers allow it to spread fixed costs over a broader revenue base, resulting in lower per-square-foot operating expenses. Tanger also benefits from long-term lease agreements with tenants, providing stable and predictable revenue streams. Management's proactive approach to tenant selection and rent negotiation ensures a favorable rent-to-sales ratio, contributing to higher operating margins.

Furthermore, Tanger's efficient distribution network and centralized management systems enable the company to optimize inventory levels and reduce supply chain costs. The company's focus on technology, including e-commerce integration and data analytics, streamlines operations and enhances customer experience, contributing to improved profitability.

Going forward, Tanger is expected to maintain its high operating efficiency through continued cost control measures, strategic tenant partnerships, and ongoing technology investments. The company's commitment to operational excellence positions it well to drive long-term growth and shareholder value.

Tanger Common Stock: Assessing Investment Risk

Tanger common stock carries potential risks that investors should carefully consider before investing. The company operates in the cyclical retail real estate sector, making it susceptible to economic fluctuations. Tanger's primary revenue stream relies on tenant rents, which can be impacted by changes in consumer spending patterns and the health of its tenants. Economic downturns or recessions can lead to decreased tenant demand, lower occupancy rates, and reduced rental income for the company.

Furthermore, Tanger's portfolio is concentrated in the outlet center segment, which caters to discretionary purchases. This sector is highly competitive, and Tanger faces constant challenges from both online retailers and other outlet center operators. The emergence of e-commerce has altered consumer shopping habits, potentially reducing the appeal of traditional brick-and-mortar retail stores. Tanger must continuously adapt its strategy and respond to changing market dynamics to maintain its competitive advantage.

In addition to industry-specific risks, Tanger is exposed to operational risks inherent in real estate ownership and management. The company's portfolio requires significant capital for maintenance, renovations, and expansion. Property-related expenses, such as property taxes, insurance, and repairs, can be substantial and can impact Tanger's profitability. The company's success also depends on its ability to attract and retain quality tenants, which can be influenced by factors such as location, tenant mix, and lease terms.

Investors should also consider the liquidity of Tanger common stock. While the company is publicly traded on the New York Stock Exchange, its stock may not be as liquid as that of larger, more widely-held companies. This could make it more difficult to buy or sell shares quickly, especially during periods of market volatility or uncertainty. It is important for investors to carefully assess their risk tolerance and investment goals before investing in Tanger common stock, considering both the potential rewards and risks involved.


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