Modelling A.I. in Economics

Parsons (PSN): Where's the Value Heading?

Outlook: PSN Parsons Corporation 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 (Financial Sentiment Analysis)
Hypothesis Testing : Sign 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

- Parsons may face headwinds in 2023 due to macroeconomic uncertainty and geopolitical tensions. - Parsons' strong backlog and government contracts should provide some support in a challenging market. - Parsons' focus on digital transformation and sustainability could drive growth opportunities in the long term.


Parsons Corporation is an American engineering, construction, and technical services firm headquartered in Centreville, Virginia. The company provides a range of services to customers in the defense, intelligence, and infrastructure sectors. Parsons has a long history of providing services to the US government and has been involved in some of the most significant infrastructure projects in the world, including the Hoover Dam and the Trans-Alaskan Pipeline System.

In recent years, Parsons has expanded its operations into new markets, including the Middle East and Asia. The company has also acquired a number of smaller companies to enhance its capabilities. Parsons is a publicly traded company and is listed on the New York Stock Exchange. It is a component of the S&P 500 Index.


PSN Stock Prediction: Unveiling Future Market Trends

We have meticulously crafted a cutting-edge machine learning model that harnesses historical data and advanced algorithms to forecast the trajectory of Parsons Corporation (PSN) stock. Our model leverages a diverse array of factors, including market sentiment, economic indicators, and company-specific metrics, to generate accurate and timely predictions. We employ a robust ensemble of machine learning techniques, such as regression models, neural networks, and support vector machines, to enhance the predictive power and mitigate overfitting.

The model undergoes rigorous training and validation processes, utilizing both historical data and real-time market updates. This ensures that it adapts to evolving market dynamics and provides up-to-date insights. Our team of experts continuously monitors the model's performance, fine-tuning hyperparameters and incorporating new data to maintain its accuracy and reliability. The model provides valuable trading signals, indicating potential buy or sell opportunities, and supports informed investment decision-making.

By leveraging our machine learning model, investors can gain a competitive edge in the market. Our predictions empower them to anticipate future stock price movements, optimize their portfolios, and maximize returns. We remain committed to delivering cutting-edge solutions that drive informed financial decisions and enhance market success.

ML Model Testing

F(Sign 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(Modular Neural Network (Financial Sentiment Analysis))3,4,5 X S(n):→ 3 Month R = r 1 r 2 r 3

n:Time series to forecast

p:Price signals of PSN stock

j:Nash equilibria (Neural Network)

k:Dominated move of PSN stock holders

a:Best response for PSN 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?

PSN 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%

Parsons: Positive Outlook, Cautious Predictions

Parsons Corporation, a global engineering, construction, and technical services provider, presents a positive financial outlook for the coming year. The company has experienced strong revenue growth in recent quarters, driven by increased demand for its services in the defense, infrastructure, and nuclear sectors. Additionally, Parsons has a solid backlog of projects, providing visibility into future revenue streams. The company's focus on expanding its capabilities in areas such as digitization and sustainability also positions it well for growth in the long term.

However, it is important to note that Parsons operates in a competitive industry, and market conditions can be unpredictable. Economic downturns, changes in government spending, or disruptions in the supply chain could potentially impact the company's financial performance. Additionally, Parsons faces competition from both large, established players and smaller, more nimble companies. The company must continue to innovate and differentiate itself in order to maintain its market position.

Analysts predict that Parsons will continue to see revenue growth in the coming year, driven by its strong backlog and expansion into new markets. However, they also caution that the company's profit margins may be impacted by rising costs and increased competition. Overall, Parsons is expected to perform in line with the broader market, providing stable returns for investors. The company's financial strength and commitment to innovation position it well to navigate challenges and capitalize on opportunities in the future.

In conclusion, Parsons presents a positive financial outlook but cautious predictions. The company's strong backlog, diversification, and focus on growth areas suggest a favorable future. However, investors should be aware of potential risks and market uncertainties. Parsons' ability to adapt and innovate amidst competitive pressures will be key to its long-term success.

Rating Short-Term Long-Term Senior
Income StatementBa2C
Balance SheetCBaa2
Leverage RatiosB3B3
Cash FlowB2Baa2
Rates of Return and ProfitabilityBa1C

*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?

Parsons: Market Overview and Competitive Landscape

Parsons Corporation is a leading provider of engineering, construction, and technical services to government and commercial customers worldwide. The company operates in three primary segments: Federal, Infrastructure, and Technology. Parsons' Federal segment provides engineering, construction, and technical services to the U.S. Department of Defense, including space, missile defense, and cybersecurity systems. The Infrastructure segment designs and builds infrastructure projects, such as highways, bridges, and railroads. The Technology segment provides information technology services, including cybersecurity, data analytics, and cloud computing.

The market for Parsons' services is highly competitive. The company faces competition from a variety of large, established engineering and construction companies, as well as from smaller, more specialized firms. In the Federal segment, Parsons competes with companies such as Lockheed Martin, Northrop Grumman, and Booz Allen Hamilton. In the Infrastructure segment, Parsons competes with companies such as Bechtel, Fluor, and Kiewit. In the Technology segment, Parsons competes with companies such as IBM, Microsoft, and Amazon Web Services.

Despite the competition, Parsons has a number of strengths that allow it to compete effectively. The company has a long history of experience in engineering and construction, and it has a strong reputation for quality and reliability. Parsons also has a strong financial position, which gives it the ability to invest in new technologies and pursue growth opportunities. Additionally, Parsons has a diverse portfolio of customers, which helps to reduce its exposure to any one particular market.

Going forward, Parsons is well-positioned to continue to grow its business. The company is benefiting from the increasing demand for engineering and construction services in both the government and commercial sectors. Additionally, Parsons is well-positioned to capitalize on the growing trend toward digitalization in the engineering and construction industry. As a result, Parsons is expected to continue to be a leading provider of engineering, construction, and technical services for many years to come.

Parsons: Embracing the Future of Engineering and Technology

Parsons Corporation is poised for continued growth and success in the future. With a strong track record of performance and a strategic focus on innovation, the company is well-positioned to capitalize on emerging trends in engineering, infrastructure, and technology. Parsons' expertise in these areas will drive its growth as it supports the infrastructure needs of governments and businesses worldwide.

One key area of focus for Parsons is the development and deployment of intelligent infrastructure. The company is investing in technologies such as artificial intelligence, the Internet of Things (IoT), and cloud computing to create smart cities and improve the efficiency and resilience of transportation, energy, and water systems. Parsons' expertise in these areas will enable it to play a leading role in shaping the future of infrastructure.

Parsons is also well-positioned to benefit from the growing demand for sustainable solutions. The company is committed to delivering sustainable solutions that meet the needs of its clients while protecting the environment. Parsons' expertise in renewable energy, water management, and environmental remediation will enable it to continue to grow its business in these areas.

Overall, Parsons Corporation has a bright future ahead. The company is well-positioned to capitalize on emerging trends in engineering, infrastructure, and technology. Parsons' strong track record of performance, commitment to innovation, and focus on sustainability will drive its continued growth and success.

Parsons' Operating Efficiency: Driving Sustainable Growth

Parsons Corporation has consistently demonstrated its commitment to operational efficiency, a key driver of its long-term success. The company employs a comprehensive approach that encompasses various initiatives to optimize processes, reduce costs, and enhance productivity. By leveraging advanced technologies and streamlining operations, Parsons has achieved significant improvements in efficiency, resulting in improved margins and enhanced competitiveness.

One of Parsons' primary focuses is minimizing project risk and increasing predictability. The company has implemented robust project management methodologies, including proprietary tools and data analytics, to identify potential delays or cost overruns proactively. This approach enables Parsons to mitigate risks effectively, reduce rework, and optimize schedules, leading to improved project execution and profitability.

Furthermore, Parsons continuously evaluates and re-engineers its business processes to drive efficiency. The company has invested in automation, digitalization, and lean manufacturing principles to streamline operations, reduce waste, and enhance productivity. By eliminating redundancies and optimizing resource allocation, Parsons has achieved significant cost savings while improving operational agility.

Additionally, Parsons places great emphasis on employee engagement and development. The company recognizes that a well-trained and motivated workforce is fundamental to achieving operating efficiency. Parsons provides comprehensive training programs, promotes a culture of continuous improvement, and rewards employees for their contributions to efficiency initiatives. This approach fosters employee ownership and drives innovation, leading to sustained improvements in operational performance.

This exclusive content is only available to premium users.


  1. P. Marbach. Simulated-Based Methods for Markov Decision Processes. PhD thesis, Massachusetts Institute of Technology, 1998
  2. Blei DM, Lafferty JD. 2009. Topic models. In Text Mining: Classification, Clustering, and Applications, ed. A Srivastava, M Sahami, pp. 101–24. Boca Raton, FL: CRC Press
  3. Krizhevsky A, Sutskever I, Hinton GE. 2012. Imagenet classification with deep convolutional neural networks. In Advances in Neural Information Processing Systems, Vol. 25, ed. Z Ghahramani, M Welling, C Cortes, ND Lawrence, KQ Weinberger, pp. 1097–105. San Diego, CA: Neural Inf. Process. Syst. Found.
  4. J. Ott. A Markov decision model for a surveillance application and risk-sensitive Markov decision processes. PhD thesis, Karlsruhe Institute of Technology, 2010.
  5. Bai J. 2003. Inferential theory for factor models of large dimensions. Econometrica 71:135–71
  6. Dudik M, Erhan D, Langford J, Li L. 2014. Doubly robust policy evaluation and optimization. Stat. Sci. 29:485–511
  7. Bai J. 2003. Inferential theory for factor models of large dimensions. Econometrica 71:135–71


  • Live broadcast of expert trader insights
  • Real-time stock market analysis
  • Access to a library of research dataset (API,XLS,JSON)
  • Real-time updates
  • In-depth research reports (PDF)

This project is licensed under the license; additional terms may apply.