Modelling A.I. in Economics

InterDigital (IDCC): Is the Key to Unlocking 5G's Potential? (Forecast)

Outlook: IDCC InterDigital Inc. Common Stock is assigned short-term B1 & long-term B1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Buy
Time series to forecast n: for Weeks2
ML Model Testing : Modular Neural Network (Emotional Trigger/Responses Analysis)
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

This exclusive content is only available to premium users.


InterDigital is a mobile and video technology research and development company. It develops, acquires, licenses, and invests in intellectual property, including patents, trademarks, and copyrights, related to mobile devices, video technologies, and other technologies.

The company's technologies are used in a wide range of products, including smartphones, tablets, televisions, set-top boxes, and other consumer electronics. InterDigital works with a global network of partners to bring its technologies to market, including device manufacturers, network operators, and content providers.


IDCC Stock Prediction Using Machine Learning

We, a team of data scientists and economists, have developed a machine learning model to predict the stock prices of InterDigital Inc. (IDCC). Our model leverages advanced algorithms and a comprehensive dataset encompassing historical stock prices, economic indicators, and market sentiment. We employ a hybrid approach that combines supervised and unsupervised learning techniques to capture complex patterns and relationships within the data.

To ensure the robustness of our model, we utilized a cross-validation technique to evaluate its performance. The model was trained on a significant portion of the data, and its accuracy was assessed on the remaining unseen data. Our model demonstrates a high degree of precision in predicting stock price movements, outperforming traditional forecasting methods based on statistical analysis alone.

This machine learning model provides valuable insights for investors seeking to optimize their investment strategies. By analyzing historical and current data, our model helps identify potential trends and market opportunities. It can serve as a powerful tool for making informed decisions and navigating the complexities of the financial markets.

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 (Emotional Trigger/Responses 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 IDCC stock

j:Nash equilibria (Neural Network)

k:Dominated move of IDCC stock holders

a:Best response for IDCC 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?

IDCC 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%

InterDigital Inc. Financial Outlook: A Promising Future

InterDigital's financial outlook is fueled by the growing demand for wireless connectivity and the company's position as a leader in 5G technology. The company's revenue is primarily driven by licensing its extensive patent portfolio and providing research and development services to the telecommunications industry. In recent quarters, InterDigital has reported strong financial performance, with consistent growth in revenue and profitability.

Analysts expect InterDigital to maintain its positive growth trajectory in the coming years. The company's strong intellectual property portfolio and strategic partnerships with major industry players position it well to benefit from the increasing adoption of 5G and the expansion of the Internet of Things (IoT). Additionally, InterDigital's investment in next-generation technologies, such as artificial intelligence and machine learning, is expected to drive innovation and create new revenue streams.

InterDigital's focus on licensing its patent portfolio is a key driver of its financial outlook. The company holds over 4,000 patents related to wireless technologies, including 5G, IoT, and cellular communications. These patents generate a significant portion of InterDigital's revenue, and the company has been actively defending its intellectual property rights to protect its investment and generate long-term value for shareholders.

Overall, the financial outlook for InterDigital is positive. The company's strong portfolio of patents, partnerships, and focus on next-generation technologies position it well for continued growth and profitability. As the demand for wireless connectivity continues to expand, and 5G technology becomes ubiquitous, InterDigital is poised to reap the benefits and deliver solid returns for its investors.

Rating Short-Term Long-Term Senior
Income StatementB2C
Balance SheetB2Baa2
Leverage RatiosCC
Cash FlowBaa2Ba3
Rates of Return and ProfitabilityB1Ba3

*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?

InterDigital Market Overview and Competitive Landscape

InterDigital Inc. (IDCC) is a mobile technology research and development company. It provides wireless technologies, including cellular and Wi-Fi, to mobile device manufacturers and network operators. The company's portfolio includes more than 20,000 patents and patent applications. IDCC faces competition from other mobile technology companies, such as Qualcomm, Ericsson, and Nokia. However, IDCC's focus on research and development has allowed it to maintain a strong position in the market.

The mobile technology market is growing rapidly, driven by the increasing demand for smartphones and other mobile devices. This growth is expected to continue in the coming years, as more and more people around the world gain access to mobile technology. IDCC is well-positioned to benefit from this growth, as it has a strong portfolio of patents and a track record of innovation.

IDCC's main competitors are Qualcomm, Ericsson, and Nokia. These companies are all large, well-established companies with a strong presence in the mobile technology market. However, IDCC's focus on research and development has allowed it to differentiate itself from its competitors. IDCC has a number of unique technologies that are not available from other companies, and this has given it a competitive advantage in the market.

Overall, IDCC is a well-positioned company in the growing mobile technology market. The company has a strong portfolio of patents, a track record of innovation, and a competitive advantage in the market. As the demand for mobile technology continues to grow, IDCC is expected to continue to benefit from this growth and maintain its position as a leading player in the market.

InterDigital Stock Poised for Continued Growth

InterDigital (IDCC) has emerged as a leader in wireless technology, with a strong track record of innovation and a robust research and development pipeline. The company's common stock is expected to continue its upward trajectory, driven by several key factors.

Firstly, the growing demand for wireless connectivity and the proliferation of connected devices is expected to fuel the demand for InterDigital's products and services. The increasing adoption of 5G and the Internet of Things (IoT) will create a significant growth opportunity for the company.

Secondly, InterDigital's strategic partnerships with leading technology companies, such as Qualcomm and Samsung, provide a strong foundation for continued growth. These partnerships give the company access to cutting-edge technology and distribution channels, which will help it maintain its competitive advantage.

Thirdly, InterDigital's patent portfolio is a valuable asset that will contribute to its future success. The company has over 20,000 patents, which provide it with a strong competitive advantage in the wireless technology industry. The monetization of these patents through licensing agreements is expected to generate a significant revenue stream for the company.

Based on these factors, InterDigital's common stock is well-positioned to continue delivering strong returns to investors. The company's focus on innovation, strategic partnerships, and patent portfolio are expected to drive its continued growth and success in the future.This exclusive content is only available to premium users.

InterDigital Inc. Common Stock: Risk Assessment

InterDigital Inc. Common Stock (IDCC) exhibits several risk factors that investors should consider before investing. One of the primary risks associated with IDCC is its dependence on patent licensing revenue. The company's income relies heavily on licensing its vast portfolio of wireless patents to other companies, and any disruptions or challenges in this business model could significantly impact its financial performance. Competition in the wireless industry is intense, and IDCC faces competition from both established and emerging players, which could impact its market share and licensing revenue.

Another risk factor for IDCC is its exposure to fluctuations in currency exchange rates. The company operates globally, and a significant portion of its revenue is derived from foreign markets. Fluctuations in currency exchange rates can impact the value of its revenue and expenses, leading to potential volatility in its financial results. Additionally, IDCC's reliance on third-party manufacturers for the production of its products exposes it to supply chain disruptions and potential quality control issues, which could impact its ability to meet customer demand and maintain its reputation.

IDCC's financial leverage is another risk factor to consider. The company has a substantial amount of debt, which increases its financial obligations and interest expenses. Excessive debt can limit the company's financial flexibility, increase its risk of default, and potentially impact its ability to invest in growth opportunities. The company's cash flow generation and profitability metrics need to be closely monitored to assess its ability to manage its debt obligations.

In summary, InterDigital Inc. Common Stock (IDCC) carries risks related to its dependence on patent licensing revenue, exposure to currency fluctuations, supply chain disruptions, and financial leverage. Investors should carefully evaluate these factors and conduct thorough due diligence before making any investment decisions. Monitoring the company's financial performance, industry dynamics, and competitive landscape is crucial for assessing the potential risks and rewards associated with investing in IDCC.


  1. V. Borkar. An actor-critic algorithm for constrained Markov decision processes. Systems & Control Letters, 54(3):207–213, 2005.
  2. P. Milgrom and I. Segal. Envelope theorems for arbitrary choice sets. Econometrica, 70(2):583–601, 2002
  3. Breiman L. 2001b. Statistical modeling: the two cultures (with comments and a rejoinder by the author). Stat. Sci. 16:199–231
  4. Y. Chow and M. Ghavamzadeh. Algorithms for CVaR optimization in MDPs. In Advances in Neural Infor- mation Processing Systems, pages 3509–3517, 2014.
  5. Bell RM, Koren Y. 2007. Lessons from the Netflix prize challenge. ACM SIGKDD Explor. Newsl. 9:75–79
  6. R. Howard and J. Matheson. Risk sensitive Markov decision processes. Management Science, 18(7):356– 369, 1972
  7. Bessler, D. A. T. Covey (1991), "Cointegration: Some results on U.S. cattle prices," Journal of Futures Markets, 11, 461–474.


  • 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.