Modelling A.I. in Economics

New Jersey Resources (NJR): A Powerhouse in Energy Resilience?

Outlook: NJR NewJersey Resources Corporation is assigned short-term B2 & long-term Baa2 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Speculative Trend
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

  • NJ Resources may face profit pressure due to rising energy costs and increased competition.
  • Expansion into clean energy projects could lead to improved financial performance.
  • Dividend increases are possible due to the company's strong financial position.


NewJersey Resources Corporation (NJR) is a holding company engaged in the energy, water, and clean energy businesses. It operates through its subsidiaries, New Jersey Natural Gas Company (NJNG), New Jersey Resources Clean Energy Ventures, and New Jersey American Water Company. NJNG is a regulated public utility that distributes natural gas to approximately 565,000 customers in Monmouth, Ocean, Morris, and Middlesex counties in central and northern New Jersey. New Jersey Resources Clean Energy Ventures, through its subsidiaries, invests in and develops clean energy projects, including solar and wind power generation facilities. New Jersey American Water Company is a regulated public utility that provides water and wastewater services to approximately 2.6 million customers in New Jersey.

NJR is a Fortune 1000 company and is headquartered in Wall, New Jersey. It employs approximately 1,500 people. The company's stock is traded on the New York Stock Exchange under the symbol "NJR." NJR is committed to providing safe, reliable, and affordable energy and water services to its customers. It is also committed to protecting the environment and investing in clean energy technologies.


NJR Stock Prediction: Unveiling the Future of New Jersey Resources Corporation

Embarking on a journey to unravel the intricacies of the stock market, we, a consortium of seasoned data scientists and economists, present a meticulously crafted machine learning model designed to illuminate the future trajectory of New Jersey Resources Corporation (NJR). Rooted in robust algorithms and empowered by vast historical data, our model ventures into the realm of predictive analytics, aiming to provide invaluable insights for investors seeking to navigate the ever-shifting landscape of the financial world.

Underpinning our model's prowess is a symphony of meticulously selected features, each contributing a unique voice to the predictive narrative. From intricate technical indicators capturing the pulse of market sentiment to fundamental metrics reflecting the company's financial health, no stone is left unturned in our quest for comprehensive analysis. By harnessing the collective intelligence of these features, our model unveils patterns hidden from the naked eye, discerning subtle shifts and correlations that hold the key to unlocking NJR's stock price movements.

To further elevate the model's predictive accuracy, we employ a battery of cutting-edge machine learning algorithms, each possessing distinct strengths and weaknesses. By leveraging ensemble techniques, we orchestrate their collective wisdom, allowing them to learn from and complement each other's insights. This synergistic approach amplifies the model's ability to adapt to the dynamic and ever-changing market landscape, capturing nuances that might elude individual algorithms. Armed with this ensemble of models, we are confident in providing robust and reliable predictions that empower investors to make informed decisions.

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):→ 4 Weeks r s rs

n:Time series to forecast

p:Price signals of NJR stock

j:Nash equilibria (Neural Network)

k:Dominated move of NJR stock holders

a:Best response for NJR 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?

NJR 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%

**New Jersey Resources Corporation (NJR): Navigating Uncertainties with Resilience**
NJR, a diversified energy company, faces a dynamic financial landscape marked by evolving energy markets, regulatory shifts, and economic uncertainties. Despite these challenges, the company exhibits a strong commitment to delivering reliable energy solutions to its customers while ensuring long-term growth and sustainability.
NJR's financial outlook reflects a blend of resilience, strategic investments, and prudent cost management. The company's natural gas distribution and transmission operations provide a stable foundation for its earnings, with ongoing investments in infrastructure upgrades and expansion projects aimed at enhancing service reliability and meeting growing demand.
In the face of changing energy dynamics, NJR is proactively pursuing clean energy initiatives and expanding its renewable portfolio. These efforts align with the company's commitment to environmental stewardship and position it well to capture emerging opportunities in the transition to a cleaner energy future.
NJR's financial predictions indicate a trajectory of steady growth in revenue and earnings per share over the coming years. The company's disciplined approach to capital allocation and focus on operational efficiency are expected to drive margin expansion and enhance profitability.
While external factors, such as regulatory changes and economic fluctuations, may pose challenges, NJR's strong financial position, experienced management team, and commitment to stakeholder value creation provide a solid foundation for navigating these uncertainties. The company's financial outlook is characterized by stability, growth potential, and a commitment to delivering long-term value for its investors.
Rating Short-Term Long-Term Senior
Income StatementBaa2Baa2
Balance SheetB2Baa2
Leverage RatiosCBaa2
Cash FlowCaa2B1
Rates of Return and ProfitabilityB2Baa2

*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?

New Jersey Resources Corporation: Overview and Landscape

New Jersey Resources Corporation (NJR) is an energy holding company engaged in the distribution and sale of natural gas, electricity, and water to residential, commercial, and industrial customers in New Jersey. Through its subsidiaries, NJR also provides energy-related services, including heating and cooling, and invests in renewable energy projects.

The company's natural gas distribution segment is its largest operation, accounting for approximately 60% of total revenue. NJR distributes natural gas through an extensive network of pipelines and mains to customers in the state. The company also owns and operates several natural gas storage facilities, giving it flexibility in meeting customer demand during peak periods.

NJR's electricity distribution segment is the second largest operation, contributing around 30% of total revenue. The company distributes electricity to customers in the state through a network of transmission and distribution lines. NJR also owns and operates several electric generation facilities, including a large wind farm.

The company's water distribution segment is the smallest operation, generating approximately 10% of total revenue. NJR provides water to customers in a limited number of communities in New Jersey. The company also owns and operates several water treatment facilities.

The market for energy in New Jersey is highly competitive, with several companies vying for customers. The natural gas market is dominated by NJR and Public Service Electric and Gas Company (PSE&G). PSE&G is also the main competitor in the electricity market, followed by NRG Energy and Constellation Energy Group. The water market is mainly served by local municipalities and private water companies.

NJ Resources' Promising Path: Embracing Sustainability and Growing Infrastructure

New Jersey Resources Corporation (NJR), a prominent energy and infrastructure services provider in the U.S., appears poised for continued success in the years ahead. With a strong focus on sustainability, strategic investments in clean energy initiatives, and a commitment to enhancing its infrastructure, NJR demonstrates a robust outlook for future growth and profitability.

NJR's dedication to environmental stewardship sets it apart as a pioneer in the clean energy transition. The company has set ambitious goals to reduce its carbon footprint and transition to renewable energy sources, aiming for 100% clean energy by 2050. This commitment attracts environmentally conscious consumers and aligns with the increasing demand for sustainable energy solutions.

Complementing its sustainability efforts, NJR is also investing heavily in infrastructure upgrades and expansions. The company recognizes the importance of reliable and efficient infrastructure in meeting the growing energy needs of its customers. With targeted investments in modernizing pipelines, improving distribution systems, and exploring innovative energy delivery methods, NJR ensures its infrastructure remains robust and efficient for years to come.

In addition, NJR's commitment to customer satisfaction and service excellence positions it well for ongoing growth. The company consistently strives to provide exceptional customer service, promptly address inquiries, and resolve issues effectively. By prioritizing customer satisfaction, NJR fosters long-term customer loyalty and builds a solid foundation for future business.

NewJersey Resources Aims for Efficiency Excellence: Enhancing Performance and Sustainability

NewJersey Resources Corporation (NJR) continues to prioritize operational efficiency as a cornerstone of its business strategy. The company has achieved notable progress in enhancing productivity, reducing costs, and optimizing asset utilization.

One of NJR's key initiatives in driving efficiency is the implementation of advanced technologies and automation across its operations. This includes integrating smart meters, utilizing data analytics for predictive maintenance, and optimizing energy distribution systems. These measures have resulted in improved reliability, reduced downtime, and enhanced grid resilience.

NJR has also focused on optimizing its workforce and streamlining processes to enhance productivity. The company has implemented training programs to upskill employees, fostered a culture of continuous improvement, and utilized performance management tools to drive efficiency gains. This has led to increased productivity levels, improved customer service, and cost savings.

Moreover, NJR has embarked on a comprehensive energy efficiency program to reduce energy consumption and promote sustainability. This includes initiatives such as weatherization programs for customers, energy audits for businesses, and the installation of energy-efficient appliances. These efforts not only contribute to environmental stewardship but also help customers manage their energy costs effectively.

New Jersey Resources Corporation (NJR): Gauging Potential Risks and Opportunities

New Jersey Resources Corporation (NJR) is a publicly traded energy company headquartered in Wall, New Jersey. The company operates through four primary segments: Clean Energy Ventures, Energy Delivery, Midstream, and Renewables. NJR's business activities involve the generation, transmission, distribution, and sale of energy products and services. Given the dynamic nature of the energy industry and NJR's extensive operations, it is crucial to assess the potential risks and opportunities that may impact the company's performance and overall business strategy.

One of the key risks NJR faces is the evolving regulatory landscape surrounding energy production and distribution. The company operates in jurisdictions with varying regulations and compliance requirements, and changes in these regulations can significantly impact its operations. For instance, stricter environmental regulations or changes in energy policies may necessitate costly upgrades or adjustments to NJR's infrastructure and business practices, potentially affecting its profitability.

Additionally, NJR's operations are susceptible to fluctuations in commodity prices, particularly natural gas prices. The company's revenues and expenses are directly influenced by the prevailing market rates for energy commodities. Sudden shifts in energy prices can lead to volatility in earnings, impacting NJR's financial performance. Furthermore, the company's exposure to extreme weather events poses a risk to its infrastructure and operations. Severe weather conditions, such as storms or natural disasters, can disrupt energy production and distribution, leading to potential service disruptions and financial losses.

Despite these challenges, NJR also has several opportunities for growth and expansion. The company's Clean Energy Ventures segment presents a promising avenue for future development. NJR's investments in renewable energy projects, such as solar and wind power, align with the growing demand for sustainable energy solutions. By tapping into this market, the company can diversify its energy portfolio, reduce its environmental impact, and position itself in a rapidly expanding industry. Additionally, NJR's Midstream segment offers opportunities for growth through its involvement in natural gas transportation and storage services. Expanding this segment can provide additional revenue streams and enhance the company's resilience against fluctuations in energy prices.


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