Modelling A.I. in Economics

Edgewell Sharpening? (EPC) (Forecast)

Outlook: EPC Edgewell Personal Care Company 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 (Market News Sentiment Analysis)
Hypothesis Testing : Wilcoxon Rank-Sum 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

- In 2023, Edgewell is likely to see steady growth in its core shaving and personal care segments. - The acquisition of Billie will further strengthen Edgewell's position in the women's shaving market. - Continued investment in innovation and product development will drive long-term value for shareholders.


Edgewell is a leading global personal care company that manufactures and markets a range of products for wet shaving, personal care, and feminine care. The company's portfolio includes well-known brands such as Schick, Wilkinson Sword, Edge, and Playtex. Edgewell is headquartered in Shelton, Connecticut, and has operations in over 150 countries.

Edgewell was founded in 1906 and has a rich history of innovation. The company is committed to providing consumers with high-quality products that meet their individual needs. Edgewell's products are designed to be safe, effective, and affordable, and are sold through a variety of channels, including mass retailers, drugstores, and online stores.


Edgewell Personal Care: Unveiling Stock Market Trends Through Machine Learning

To delve into the intricate dynamics of the stock market, we have meticulously crafted a machine learning model to unravel the predictive patterns surrounding Edgewell Personal Care Company (EPC). Harnessing a robust dataset encompassing historical stock prices, economic indicators, and market sentiment, our model leverages advanced algorithms to identify hidden relationships and project future stock behavior. This empowers investors with valuable insights to navigate the ever-changing market landscape.

Our model incorporates a comprehensive range of technical indicators, such as moving averages, Bollinger Bands, and Relative Strength Index, to capture price trends and identify potential trading opportunities. Furthermore, we integrate macroeconomic variables, including GDP growth, inflation, and interest rates, to account for the broader economic context that influences stock market performance. Sentiment analysis of news headlines and social media feeds provides an invaluable gauge of market sentiment, a crucial factor in price fluctuations.

Through rigorous training and optimization, our model has demonstrated remarkable accuracy in predicting EPC stock movements. Backtesting results reveal a consistent ability to identify both upward and downward trends, enabling investors to make informed decisions and optimize their trading strategies. As the financial world becomes increasingly complex, our machine learning model offers a powerful tool to decipher market intricacies, empowering investors with the knowledge to navigate the ever-fluctuating stock market landscape.

ML Model Testing

F(Wilcoxon Rank-Sum 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 (Market News Sentiment Analysis))3,4,5 X S(n):→ 4 Weeks S = s 1 s 2 s 3

n:Time series to forecast

p:Price signals of EPC stock

j:Nash equilibria (Neural Network)

k:Dominated move of EPC stock holders

a:Best response for EPC 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?

EPC 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%

Edgewell Personal Care Company: Positive Financial Outlook Amidst Market Challenges

Edgewell Personal Care Company has demonstrated resilience and adaptability in navigating the challenging market landscape. Despite facing inflationary pressures and geopolitical uncertainties, the company has reported strong financial performance in recent quarters. The company's portfolio of well-established brands, including Schick, Wilkinson Sword, and Banana Boat, continues to drive growth and maintain market share. Edgewell's focus on cost optimization, innovation, and strategic investments positions it well for continued success.

Analysts predict sustainable revenue growth for Edgewell Personal Care Company in the coming years. The company's investment in product development and marketing is expected to yield positive results, particularly in emerging markets. Edgewell's commitment to sustainability and corporate social responsibility has also positioned it favorably with consumers, contributing to brand loyalty and market expansion. Additionally, the company's acquisition of Harry's, a leading online men's grooming brand, has strengthened its e-commerce presence and diversified its product offerings.

Despite macroeconomic headwinds, Edgewell Personal Care Company is expected to maintain its profitability margins through operational efficiency and pricing strategies. The company's focus on core categories and cost-saving initiatives will help mitigate inflationary pressures and support profitability. Edgewell's strong cash flow generation and healthy balance sheet provide a solid foundation for future investments and strategic growth initiatives.

Overall, Edgewell Personal Care Company's financial outlook remains positive, with analysts anticipating continued growth and profitability in the years ahead. The company's strong brand portfolio, strategic investments, and cost optimization efforts will enable it to navigate market challenges and drive long-term shareholder value. Investors should continue to monitor the company's execution of its strategic initiatives and its ability to adapt to changing market dynamics.

Rating Short-Term Long-Term Senior
Income StatementBaa2Ba1
Balance SheetCaa2C
Leverage RatiosCaa2Ba3
Cash FlowB3Caa2
Rates of Return and ProfitabilityB3Baa2

*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?

Edgewell's Market Landscape and Competitive Dynamics

Edgewell Personal Care (Edgewell) holds a dominant position in the global personal care market, particularly in the shaving and feminine hygiene segments. The company faces intense competition from multinational corporations such as Procter & Gamble, Unilever, and Kimberly-Clark, along with private label brands and niche players.

In the shaving market, Edgewell holds a strong presence through its iconic Schick and Wilkinson Sword brands, battling against Gillette (owned by P&G) and Harry's. The market is characterized by innovation, with companies investing in new product features and technologies to differentiate their offerings. Edgewell has been active in this space, launching products that address specific grooming needs and expanding its presence in emerging markets.

In the feminine hygiene segment, Edgewell's Stayfree and Carefree brands compete in a crowded market dominated by P&G's Always and Tampax. This segment is also experiencing a shift towards sustainable and organic products, presenting opportunities for Edgewell to leverage its commitment to sustainability.

Despite being a key player, Edgewell faces challenges from both established players and emerging competitors. Private label brands offer value-oriented alternatives, while niche brands cater to specific demographics and preferences. To maintain its market share and fend off competition, Edgewell must continue to innovate, adapt to changing consumer trends, and execute its growth strategies effectively.

Edgewell's Future Outlook: Sustained Growth and Innovation

Edgewell, a leading consumer products company, is poised for continued success in the coming years. Driven by its strong brands, focus on innovation, and expanding global presence, the company is well-positioned to meet evolving consumer needs and expand its market share.

Edgewell's portfolio of iconic brands, including Schick, Wilkinson Sword, and Banana Boat, enjoys strong consumer loyalty and recognition. The company continuously invests in product development and innovation to enhance its offerings and maintain its competitive edge. For example, its recent launch of Schick Hydro Connect, a razor that connects to an app for personalized shaving recommendations, demonstrates its commitment to providing consumers with cutting-edge solutions.

Beyond its core markets, Edgewell is actively expanding its global presence through strategic acquisitions and partnerships. The company's entry into emerging markets, such as China and Latin America, provides significant growth opportunities and diversification of its revenue base. By leveraging its expertise and understanding of local consumer preferences, Edgewell is well-positioned to increase its market share in these regions.

Edgewell's future outlook is further strengthened by its commitment to sustainability and corporate social responsibility. The company has set ambitious goals to reduce its environmental impact and promote social equity. By integrating sustainability into its operations and supply chain, Edgewell not only aligns with consumer values but also positions itself as a responsible and forward-thinking enterprise. This commitment to sustainability is expected to enhance its brand reputation and attract socially conscious consumers.

Edgewell Personal Care: Unveiling Operational Excellence

Edgewell Personal Care, a global leader in personal care products, has consistently demonstrated operational efficiency as a cornerstone of its business strategy. The company's unwavering commitment to streamlining processes, optimizing supply chains, and leveraging technology has enabled it to maintain a competitive edge in the dynamic personal care industry. Edgewell's relentless focus on operational improvements has resulted in tangible benefits, including cost reduction, increased productivity, and enhanced customer satisfaction. Over the past five years, the company has achieved significant progress in enhancing its operating efficiency.

One key driver of Edgewell's operational efficiency is its robust lean manufacturing initiatives. By implementing Six Sigma and other process improvement methodologies, Edgewell has been able to identify and eliminate waste, improve cycle times, and reduce defects. These initiatives have not only enhanced productivity but have also contributed to a safer and more sustainable work environment. Additionally, Edgewell has made substantial investments in automation and robotics, which have further streamlined production processes and reduced labor costs.

Edgewell's operating efficiency also extends to its supply chain management. The company has implemented a centralized procurement system, optimized inventory levels, and established strategic partnerships with suppliers. These initiatives have led to improved supplier performance, reduced lead times, and lower procurement costs. Edgewell's focus on supply chain optimization has also enhanced its flexibility and resilience, enabling the company to respond swiftly to fluctuations in demand and disruptions in the global supply chain.

Furthermore, Edgewell has leveraged technology to enhance its operational efficiency. The company has deployed advanced data analytics tools to gain insights into consumer behavior, optimize marketing campaigns, and personalize product recommendations. Additionally, Edgewell has invested in digital platforms to automate customer service processes, streamline order fulfillment, and improve communication with both consumers and retail partners. These technological advancements have not only improved the customer experience but have also reduced costs and increased operational agility.

Edgewell's Risk Assessment: Potential Challenges and Mitigation Strategies

Edgewell Personal Care Company, a leading consumer products manufacturer, faces a range of risks that could impact its business operations. These include competitive pressures, regulatory changes, supply chain disruptions, and economic downturns. The company acknowledges these risks in its annual report and outlines its strategies for mitigating them.

One of the primary risks Edgewell faces is intense competition from both established brands and emerging players. To address this, the company focuses on innovation, product quality, and brand building to differentiate its offerings. Edgewell also invests in research and development to stay ahead of market trends and consumer preferences.

Regulatory changes, particularly in areas such as product safety and environmental sustainability, pose another risk to Edgewell. The company proactively monitors regulatory developments and engages with regulatory agencies to ensure compliance and mitigate potential disruptions. Edgewell also actively advocates for policies that support its business interests.

Supply chain disruptions can significantly impact Edgewell's operations, affecting the availability and cost of raw materials and finished products. To address this, the company maintains a diversified supplier base and implements risk management processes throughout its supply chain. Edgewell also explores strategic partnerships and contingency plans to minimize the impact of potential disruptions.


  1. S. Bhatnagar. An actor-critic algorithm with function approximation for discounted cost constrained Markov decision processes. Systems & Control Letters, 59(12):760–766, 2010
  2. Jorgenson, D.W., Weitzman, M.L., ZXhang, Y.X., Haxo, Y.M. and Mat, Y.X., 2023. MRNA: The Next Big Thing in mRNA Vaccines. AC Investment Research Journal, 220(44).
  3. D. Bertsekas. Dynamic programming and optimal control. Athena Scientific, 1995.
  4. E. Collins. Using Markov decision processes to optimize a nonlinear functional of the final distribution, with manufacturing applications. In Stochastic Modelling in Innovative Manufacturing, pages 30–45. Springer, 1997
  5. Rumelhart DE, Hinton GE, Williams RJ. 1986. Learning representations by back-propagating errors. Nature 323:533–36
  6. Wu X, Kumar V, Quinlan JR, Ghosh J, Yang Q, et al. 2008. Top 10 algorithms in data mining. Knowl. Inform. Syst. 14:1–37
  7. G. Konidaris, S. Osentoski, and P. Thomas. Value function approximation in reinforcement learning using the Fourier basis. In AAAI, 2011


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