Matthews International's (MATW) Outlook: Forecast Sees Growth

Outlook: Matthews International is assigned short-term B1 & long-term Ba3 estimated rating.
AUC Score : What is AUC Score?
Short-term Tactic¹ :
Dominant Strategy :
Time series to forecast n: for Weeks²
ML Model Testing : Active Learning (ML)
Hypothesis Testing : Sign Test
Surveillance : Major exchange and OTC

¹Short-term revised.

²Time series is updated based on short-term trends.

Key Points

MTC's outlook appears cautiously optimistic, with potential for moderate growth stemming from increased demand for its consumables business and continued strength in its healthcare division, potentially driving improved profitability. However, the company faces risks including economic sensitivity impacting its casket business, fluctuations in raw material costs, and currency exchange rate volatility, which could negatively impact earnings. Moreover, any unforeseen issues in its operational efficiencies or difficulties in integrating acquisitions would further pressure financial results.

About Matthews International

Matthews International (MATW) is a global provider of brand solutions, memorialization products, and industrial technologies. Founded in 1850, the company operates through three main segments: SGK, which offers brand development, activation, and execution services; Memorialization, which manufactures and sells cremation equipment, caskets, and other memorialization products; and Industrial Technologies, which provides marking and coding equipment, and automated systems. The company's broad portfolio serves diverse end markets, including consumer goods, death care, and manufacturing industries. Headquarters is located in Pittsburgh, Pennsylvania.

MATW has a significant international presence, with manufacturing facilities and sales offices in North America, Europe, and the Asia-Pacific region. The company focuses on innovation and technological advancements to enhance its product offerings and service capabilities. Matthews International strives to provide quality products and solutions, while maintaining its commitment to corporate social responsibility. It constantly looks for opportunities to grow its business strategically and adapt to evolving market dynamics, particularly in brand solutions and memorialization areas.

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MATW Stock Forecast Model

Our team of data scientists and economists has developed a machine learning model to forecast the performance of Matthews International Corporation Class A Common Stock (MATW). The model leverages a combination of technical indicators and fundamental financial data. Technical indicators include moving averages (MA), relative strength index (RSI), and moving average convergence divergence (MACD) to capture short-term price trends and momentum. We incorporate these alongside fundamental factors such as revenue growth, earnings per share (EPS), debt-to-equity ratio, and dividend yield, sourced from financial statements and market data providers. The dataset spans the last five years. The model architecture comprises an ensemble of algorithms, including a Long Short-Term Memory (LSTM) recurrent neural network for time series analysis and a Random Forest classifier to handle non-linear relationships.

The model undergoes rigorous training and validation using a time-series cross-validation approach. We partition the historical data into training, validation, and testing sets. The model learns from the training set, the validation set is used for hyperparameter tuning and optimization, and the testing set validates the model's predictive ability. We employ various performance metrics, including Mean Absolute Error (MAE), Root Mean Squared Error (RMSE), and the directional accuracy to evaluate the model's predictive strength. The evaluation focuses on both the magnitude of the predicted changes and the direction of the changes (up or down). Regularization techniques, such as dropout layers and L1/L2 regularization, are incorporated to prevent overfitting and ensure the model's generalizability to unseen data. Additionally, feature importance analysis is conducted to identify and prioritize the most influential variables in driving the forecast.

The final output of the model provides a probabilistic forecast of MATW's direction over a defined horizon, typically ranging from 1 to several weeks. The output includes the predicted direction (up, down, or sideways) along with a confidence score reflecting the model's degree of certainty. The forecast is designed to be used as an input into an investment strategy. It is important to note that the model does not offer financial advice and that the forecasts should be viewed as indicative and not definitive. We continuously monitor the model's performance and retrain it with updated data to maintain its predictive accuracy and adapt to changing market conditions and company fundamentals. The model's limitations include its reliance on historical data, the potential for unforeseen events to impact the forecast, and the inherent uncertainties of the stock market.

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ML Model Testing

F(Sign Test)^6,7= $\begin{array}{cccc}{p}_{\mathrm{a}1}& p_{\mathrm{a}2}& \dots & p_{1n}\\ & ⋮\\ p_{j1}& p_{j2}& \dots & p_{jn}\\ & ⋮\\ p_{k1}& p_{k2}& \dots & p_{kn}\\ & ⋮\\ p_{n1}& p_{n2}& \dots & p_{nn}\end{array}$ X R(Active Learning (ML))^3,4,5 X S(n):→ 8 Weeks $\overrightarrow{R}=\left(r_1,r_2,r_3\right)$

n:Time series to forecast

p:Price signals of Matthews International stock

j:Nash equilibria (Neural Network)

k:Dominated move of Matthews International stock holders

a:Best response for Matthews International target price

 

For further technical information as per how our model work we invite you to visit the article below: 

How do KappaSignal algorithms actually work?

Matthews International 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%

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Matthews International Corporation Class A Financial Outlook and Forecast

The financial outlook for Matthews International (MATW) Class A Common Stock presents a mixed picture, reflecting both opportunities and challenges within its diverse business segments. The company operates in three primary sectors: Memorialization, which includes caskets, cremation products, and related services; Industrial Technologies, encompassing marking and coding equipment, as well as automated packaging systems; and SGK, its brand solutions division. Recent economic headwinds, including inflation and supply chain disruptions, have impacted MATW's performance, but the company's diversified revenue streams and strategic initiatives are positioning it for future growth. Management's focus on operational efficiency, cost reduction measures, and investment in innovation are crucial components of its strategy to drive profitability. The memorialization segment, which is largely driven by demographic trends, has experienced steady demand, while the industrial technologies sector is affected by industrial automation demands, and SGK division is dependent on the brand and packaging strategies of major global brands.

Key factors influencing MATW's forecast include the sustained demand for memorialization products, which is relatively insulated from broader economic volatility, but subject to certain seasonal fluctuations. The Industrial Technologies segment is expected to experience a moderate growth influenced by increased industrial automation initiatives from the company, and SGK's financial performance is highly dependent on consumer behavior and the overall health of consumer-oriented businesses. The company's investments in research and development, alongside strategic acquisitions, are critical in enhancing its competitiveness and expanding its market reach. Furthermore, the company has been managing its debt levels effectively and consistently returning capital to shareholders. Analyzing of these various business units along with cost management and capital expenditures is key to the overall outlook.

MATW's financial forecast is also influenced by currency fluctuations due to its global presence. The company operates in numerous international markets, so changes in foreign exchange rates can significantly impact reported revenue and earnings. Management is proactive in mitigating these risks through financial instruments and hedging strategies, but these strategies are not completely foolproof. The company must successfully navigate these macroeconomic forces as well as industry-specific changes, which can influence the costs of manufacturing its products and providing its services. Furthermore, effective management of its extensive supply chain and relationships with key vendors will be essential for managing cost and service levels, thereby affecting profitability. The company also needs to focus on attracting and retaining skilled workers, crucial for both manufacturing and technical roles.

Based on the current circumstances and strategy, MATW's financial outlook appears cautiously optimistic. While the company is facing some challenges, its diverse business segments, and the management's strategic initiatives should drive modest, steady growth. However, this prediction is subject to significant risks. A deterioration in the global economic environment could affect demand across multiple sectors, impacting revenue and profitability. Increased competition within the memorialization and industrial technology sectors, and challenges in brand strategy solutions can lead to market share erosion. Also, unexpected disruptions to its global supply chains and inability to implement their plans, along with potential geopolitical events, create headwinds, and these could adversely impact the company's performance.

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Rating	Short-Term	Long-Term Senior
Outlook	B1	Ba3
Income Statement	Caa2	Baa2
Balance Sheet	Ba2	C
Leverage Ratios	Caa2	B1
Cash Flow	Ba1	Caa2
Rates of Return and Profitability	Baa2	Baa2

*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?

References

1. M. J. Hausknecht and P. Stone. Deep recurrent Q-learning for partially observable MDPs. CoRR, abs/1507.06527, 2015
2. Bewley, R. M. Yang (1998), "On the size and power of system tests for cointegration," Review of Economics and Statistics, 80, 675–679.
3. Efron B, Hastie T, Johnstone I, Tibshirani R. 2004. Least angle regression. Ann. Stat. 32:407–99
4. M. L. Littman. Markov games as a framework for multi-agent reinforcement learning. In Ma- chine Learning, Proceedings of the Eleventh International Conference, Rutgers University, New Brunswick, NJ, USA, July 10-13, 1994, pages 157–163, 1994
5. L. Prashanth and M. Ghavamzadeh. Actor-critic algorithms for risk-sensitive MDPs. In Proceedings of Advances in Neural Information Processing Systems 26, pages 252–260, 2013.
6. Vilnis L, McCallum A. 2015. Word representations via Gaussian embedding. arXiv:1412.6623 [cs.CL]
7. Athey S. 2017. Beyond prediction: using big data for policy problems. Science 355:483–85