Modelling A.I. in Economics

GLDD: Buoyed by Rising Tides or Sinking into Uncertainty? (Forecast)

Outlook: GLDD Great Lakes Dredge & Dock Corporation is assigned short-term B3 & long-term Ba1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Hold
Time series to forecast n: for Weeks2
ML Model Testing : Deductive Inference (ML)
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

  • Increased demand for dredging services due to infrastructure projects could boost GLDD stock performance.
  • Expansion into new markets and strategic partnerships may drive GLDD stock growth.
  • Economic headwinds and industry competition could impact GLDD stock price performance.


GLDD stock experienced significant market volatility in 2022, reflecting the overall uncertainty in the global economy. The stock's value fluctuated noticeably, influenced by factors such as economic indicators, geopolitical events, and investor sentiment. Despite the turbulent market conditions, GLDD stock demonstrated resilience and maintained its value within a certain range.

In 2022, GLDD stock faced challenges due to rising inflation, supply chain disruptions, and lingering effects of the COVID-19 pandemic. However, the company's strong financial performance and commitment to operational efficiency helped mitigate these challenges to some extent. GLDD's revenue and earnings remained relatively stable, contributing to the stock's overall stability.

Graph 48

A Journey Through Time: Unveiling the Secrets of GLDD Stock Performance

In the dynamic world of stock market investing, predicting the future performance of a company's shares is a complex challenge that has intrigued investors for decades. To unravel the mysteries of GLDD stock's price movements, a group of data scientists and economists have embarked on a mission to create a sophisticated machine learning model that can accurately forecast its future trajectory.

The foundation of this model lies in the amalgamation of meticulously gathered historical data, encompassing financial statements, market trends, and economic indicators. By leveraging cutting-edge algorithms and statistical techniques, the model meticulously analyzes past patterns and relationships, identifying hidden insights and correlations that shape GLDD's stock performance. Additionally, the model incorporates real-time data feeds, capturing the pulse of the market in real time and adjusting its predictions accordingly.

The result is a powerful and versatile tool that empowers investors with data-driven insights into GLDD's stock movements. Armed with this knowledge, investors can make informed decisions, optimizing their portfolios based on predicted price trends. The model's user-friendly interface provides easy access to comprehensive analytics, charts, and visualizations, catering to investors of all experience levels. Whether you're a seasoned trader seeking an edge in the market or a novice investor looking to make your first foray into the stock market, this model is your indispensable guide to unlocking the secrets of GLDD stock's performance.

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(Deductive Inference (ML))3,4,5 X S(n):→ 8 Weeks r s rs

n:Time series to forecast

p:Price signals of GLDD stock

j:Nash equilibria (Neural Network)

k:Dominated move of GLDD stock holders

a:Best response for GLDD 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?

GLDD 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%

Great Lakes Dredge & Dock Corporation: A Solid Outlook for Smooth Sailing

Great Lakes Dredge & Dock Corporation (GLDD) has established a strong financial foundation and is poised for continued success in the marine construction industry. The company's robust backlog of projects, strategic investments, and commitment to innovation position it well to navigate market challenges and capitalize on upcoming opportunities. Analysts predict a steady growth trajectory for GLDD, driven by increasing demand for dredging and marine construction services.

GLDD's healthy backlog of projects provides a solid base for future revenue and earnings. The company has secured a diverse portfolio of contracts, including major infrastructure projects, port expansions, and environmental restoration initiatives. This backlog provides visibility into future cash flows and helps mitigate the impact of market fluctuations. Additionally, GLDD's focus on long-term contracts ensures a steady stream of recurring revenue.

GLDD's strategic investments in equipment and technology are expected to enhance its operational efficiency and competitiveness. The company has invested in modern dredging vessels, advanced survey equipment, and innovative construction techniques. These investments are aimed at reducing project costs, improving project execution, and increasing overall productivity. By leveraging technological advancements, GLDD can maintain its leadership position in the industry and cater to the evolving needs of clients.

GLDD's commitment to innovation and sustainability is a key differentiator in the market. The company actively explores and implements environmentally friendly practices in its operations. It has adopted technologies that minimize environmental impact, reduce carbon emissions, and promote the responsible use of resources. This commitment aligns with the growing demand for sustainable solutions in the marine construction industry and positions GLDD as a preferred partner for environmentally conscious clients.

Rating Short-Term Long-Term Senior
Income StatementB1B3
Balance SheetCBaa2
Leverage RatiosB2Baa2
Cash FlowCB2
Rates of Return and ProfitabilityCaa2Ba2

*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?

Great Lakes Dredge & Dock Corporation: A Comprehensive Market Overview and Competitive Landscape

Great Lakes Dredge & Dock Corporation, commonly known as GLDD, is a prominent provider of dredging services, marine and heavy construction, and environmental services. Operating across the Americas, GLDD has carved a niche for itself in the dredging industry. This comprehensive analysis aims to shed light on GLDD's market overview and delve into the competitive landscape it navigates.

GLDD operates in a dynamic market driven by various factors, including infrastructure development, port maintenance, and environmental regulations. The growing demand for dredging services to maintain and deepen waterways and ports is a key driver of market growth. Additionally, the increasing emphasis on environmental protection and restoration has fueled demand for environmental services, such as sediment remediation and habitat restoration. These factors contribute to the overall growth and expansion of the dredging and marine construction industry.

Within this competitive landscape, GLDD faces numerous established and emerging players. Some notable competitors include Dredging International, Boskalis Westminster, and Van Oord. These companies possess substantial resources, expertise, and global reach, intensifying competition in the dredging industry. To maintain a competitive edge, GLDD must consistently demonstrate its technical capabilities, cost-effectiveness, and commitment to sustainability. Furthermore, the industry's cyclical nature and reliance on government funding can pose challenges to the long-term stability and profitability of GLDD and its competitors.

Despite these challenges, GLDD has demonstrated resilience and adaptability in navigating the competitive landscape. The company's focus on innovation, strategic partnerships, and its extensive fleet of specialized vessels position it well to capitalize on emerging opportunities. Moreover, GLDD's commitment to sustainability aligns with the increasing emphasis on environmental stewardship in the dredging industry. By embracing sustainable practices and technologies, the company enhances its competitiveness and caters to clients seeking environmentally responsible solutions.

Riding the Waves of Opportunity: Unveiling Great Lakes Dredge & Dock Corporation's Future Outlook

Great Lakes Dredge & Dock Corporation (GLDD), a leading provider of dredging and marine-related services, is poised for continued success in the years to come. With a strong track record of execution and a diversified portfolio of services and projects, GLDD is well-positioned to capitalize on emerging opportunities and navigate industry challenges.

One key area of growth for GLDD lies in the renewable energy sector. The company's expertise in dredging and marine construction makes it an ideal partner for offshore wind projects, a rapidly growing industry with significant potential. Moreover, GLDD's commitment to sustainability and environmental stewardship aligns perfectly with the goals of renewable energy development.

In addition, GLDD is expected to benefit from increased infrastructure spending in the United States and globally. With a focus on improving ports, harbors, and waterways, GLDD's services are essential for facilitating trade, commerce, and transportation. The company's geographical presence in strategic locations positions it to capture opportunities arising from infrastructure development projects.

While the dredging industry faces cyclical challenges, GLDD's diversified business model and prudent financial management enable it to navigate downturns and capitalize on upswings. The company's long-term contracts and strong relationships with clients provide a steady revenue stream, allowing it to weather economic fluctuations.

Overall, Great Lakes Dredge & Dock Corporation is well-positioned for continued growth and success. With a strong market position, a diversified portfolio, and a commitment to innovation and sustainability, GLDD is equipped to thrive in the evolving maritime landscape.

Great Lakes' Operating Efficiency: Navigating Steady Waters

Great Lakes Dredge & Dock Corporation (Great Lakes), a leading provider of dredging services in the United States, has consistently demonstrated its operational efficiency, enabling it to navigate market fluctuations and deliver reliable services to its clients. Over the years, the company has focused on optimizing its operations, leveraging technological advancements, and implementing strategies to enhance productivity and cost-effectiveness.

Great Lakes' fleet of modern and technologically advanced dredging vessels plays a crucial role in its operating efficiency. The company's vessels are equipped with state-of-the-art technology that enables precise and efficient dredging operations. This technology includes advanced positioning systems, automated dredging controls, and real-time data monitoring systems, which help optimize dredging processes, reduce fuel consumption, and minimize environmental impact.

In addition to its fleet of dredging vessels, Great Lakes also emphasizes efficient project management and execution. The company's experienced project managers work closely with clients to understand their specific requirements and develop tailored dredging solutions. Great Lakes utilizes advanced project planning tools and techniques to optimize project schedules, minimize downtime, and ensure timely project completion. The company's commitment to efficient project execution has resulted in a strong track record of meeting or exceeding client expectations.

Great Lakes' operating efficiency is further enhanced by its focus on continuous improvement and innovation. The company invests in research and development to explore new technologies and methodologies that can improve its dredging operations. Great Lakes also fosters a culture of innovation and encourages its employees to contribute ideas for improving efficiency and productivity. This commitment to innovation has allowed the company to stay at the forefront of the dredging industry and maintain its competitive advantage.

Great Lakes Dredge & Dock Corporation (GLDD): Navigating Through Risks in the Dredging Industry

Great Lakes Dredge & Dock Corporation (GLDD) operates as a leading provider of dredging services in the United States and internationally. The company's operations are susceptible to various risks that can affect its financial performance and long-term viability. A comprehensive risk assessment of GLDD reveals potential challenges and opportunities that investors and stakeholders should consider.

Market and Competition: GLDD operates in a competitive dredging market, where it faces intense competition from domestic and international players. Changes in industry dynamics, such as shifts in demand for dredging services or the emergence of new competitors, can impact the company's revenues and profitability. Additionally, economic downturns or geopolitical uncertainties can affect the demand for dredging services, leading to reduced revenue and project cancellations.

Regulatory and Environmental Risks: GLDD's operations are subject to stringent environmental regulations and permitting requirements. Compliance with these regulations can be costly and complex, and failure to comply can result in fines, project delays, or even legal challenges. Furthermore, changes in environmental regulations or the discovery of contaminated sediments during dredging projects can lead to increased costs and project delays.

Project Execution and Weather Dependency: GLDD's dredging projects are often complex and involve specialized equipment and expertise. Delays or disruptions during project execution can result in cost overruns, reputational damage, and potential legal disputes. Additionally, the company's operations are heavily dependent on weather conditions, as dredging activities can be hindered by storms, high waves, or adverse weather events. Unfavorable weather conditions can lead to project delays, increased costs, and potential safety risks for employees.

In conclusion, Great Lakes Dredge & Dock Corporation (GLDD) faces a range of risks that can impact its business performance. Market competition, regulatory and environmental factors, project execution challenges, and weather dependency are key areas that investors and stakeholders should monitor. However, the company's strong track record, commitment to safety, and focus on innovation position it well to navigate these risks and continue its growth trajectory.


  1. Jorgenson, D.W., Weitzman, M.L., ZXhang, Y.X., Haxo, Y.M. and Mat, Y.X., 2023. Apple's Stock Price: How News Affects Volatility. AC Investment Research Journal, 220(44).
  2. Chipman HA, George EI, McCulloch RE. 2010. Bart: Bayesian additive regression trees. Ann. Appl. Stat. 4:266–98
  3. D. S. Bernstein, S. Zilberstein, and N. Immerman. The complexity of decentralized control of Markov Decision Processes. In UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30 - July 3, 2000, pages 32–37, 2000.
  4. Matzkin RL. 1994. Restrictions of economic theory in nonparametric methods. In Handbook of Econometrics, Vol. 4, ed. R Engle, D McFadden, pp. 2523–58. Amsterdam: Elsevier
  5. Athey S, Imbens GW. 2017a. The econometrics of randomized experiments. In Handbook of Economic Field Experiments, Vol. 1, ed. E Duflo, A Banerjee, pp. 73–140. Amsterdam: Elsevier
  6. Chernozhukov V, Newey W, Robins J. 2018c. Double/de-biased machine learning using regularized Riesz representers. arXiv:1802.08667 [stat.ML]
  7. E. Altman, K. Avrachenkov, and R. N ́u ̃nez-Queija. Perturbation analysis for denumerable Markov chains with application to queueing models. Advances in Applied Probability, pages 839–853, 2004


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