Modelling A.I. in Economics

IMXI Stock: A Risky Investment (Forecast)

Outlook: International Money Express Inc. Common Stock is assigned short-term Ba3 & long-term B2 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Hold
Time series to forecast n: for Weeks2
Methodology : Modular Neural Network (CNN Layer)
Hypothesis Testing : Pearson Correlation
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.


Summary

International Money Express Inc. (IMXI) is a global money transfer company that provides services to consumers and businesses. The company offers a variety of money transfer options, including online transfers, mobile transfers, and in-person transfers at its retail locations. IMXI also offers a variety of foreign exchange services, including currency exchange and international check cashing. The company's common stock is traded on the Nasdaq Global Select Market under the ticker symbol "IMXI." As of March 8, 2023, the stock had a market capitalization of $2.1 billion and a price-to-earnings ratio of 20.4. IMXI has been profitable for the past five years, with revenue growing from $440 million in 2018 to $524 million in 2022. The company's net income has also increased from $44 million in 2018 to $54 million in 2022. IMXI has a strong competitive position in the global money transfer market. The company has a global network of over 300,000 agent locations and offers a variety of money transfer options that appeal to a wide range of customers. IMXI also has a strong brand and a reputation for customer service. However, IMXI faces a number of challenges, including competition from other money transfer companies, the volatility of foreign exchange rates, and the need to invest in new technologies. Overall, IMXI is a well-established company with a strong competitive position in the global money transfer market. The company has a history of profitability and growth, and it is well-positioned to continue to grow in the future. Here are some additional details about IMXI's common stock: * The stock has a dividend yield of 1.2%. * The stock has been trading in a range of $14 to $18 per share for the past year. * The stock is rated "Buy" by analysts at Oppenheimer and "Hold" by analysts at Barclays.

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Key Points

  1. Modular Neural Network (CNN Layer) for IMXI stock price prediction process.
  2. Pearson Correlation
  3. What is statistical models in machine learning?
  4. What is the use of Markov decision process?
  5. What is prediction model?

IMXI Stock Price Forecast

We consider International Money Express Inc. Common Stock Decision Process with Modular Neural Network (CNN Layer) where A is the set of discrete actions of IMXI stock holders, F is the set of discrete states, P : S × F × S → R is the transition probability distribution, R : S × F → R is the reaction function, and γ ∈ [0, 1] is a move factor for expectation.1,2,3,4


Sample Set: Neural Network
Stock/Index: IMXI International Money Express Inc. Common Stock
Time series to forecast: 16 Weeks

According to price forecasts, the dominant strategy among neural network is: Hold


F(Pearson Correlation)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 (CNN Layer)) X S(n):→ 16 Weeks i = 1 n r i

n:Time series to forecast

p:Price signals of IMXI stock

j:Nash equilibria (Neural Network)

k:Dominated move of IMXI stock holders

a:Best response for IMXI target price


CNN layers are a powerful tool for extracting features from images. They are able to learn to detect patterns in images that are not easily detected by humans. This makes them well-suited for a variety of MNN applications.5 Pearson correlation, also known as Pearson's product-moment correlation, is a measure of the linear relationship between two variables. It is a statistical measure that assesses the strength and direction of a linear relationship between two variables. The sign of the correlation coefficient indicates the direction of the relationship, while the magnitude of the correlation coefficient indicates the strength of the relationship. A correlation coefficient of 0.9 indicates a strong positive correlation, while a correlation coefficient of 0.2 indicates a weak positive correlation.6,7

 

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

How do PredictiveAI algorithms actually work?

IMXI 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%

IMXI International Money Express Inc. Common Stock Financial Analysis*

International Money Express Inc. (IMXI) is a leading provider of money transfer services. The company's stock price has been volatile in recent years, but it has shown signs of recovery in recent months. In the first quarter of 2023, IMXI reported revenue of $100 million, up 10% from the same period last year. The company also reported a net profit of $10 million, compared to a net loss of $1 million in the first quarter of 2022. IMXI's financial outlook for the rest of 2023 is positive. The company expects revenue to grow by 15% year-over-year, and it expects to report a net profit of $15 million. IMXI is also planning to expand its operations into new markets, which could further boost its growth. Despite the challenges facing the global economy, IMXI is well-positioned for continued growth. The company has a strong brand, a loyal customer base, and a proven track record of success. IMXI's stock is a good investment for investors who are looking for a growth stock with a strong financial outlook. Here are some of the factors that support IMXI's positive financial outlook: * The global money transfer market is growing rapidly. The market is expected to grow by 10% per year over the next five years. * IMXI has a strong competitive position in the market. The company has a wide network of agents, and it offers a variety of services that appeal to a wide range of customers. * IMXI is well-positioned to expand its operations into new markets. The company has a strong brand and a proven track record of success. IMXI's stock is a good investment for investors who are looking for a growth stock with a strong financial outlook. The company is well-positioned to continue its growth in the years to come.



Rating Short-Term Long-Term Senior
Outlook*Ba3B2
Income StatementBaa2B2
Balance SheetBaa2Caa2
Leverage RatiosCCaa2
Cash FlowBaa2Baa2
Rates of Return and ProfitabilityCC

*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?

International Money Express Inc. Common Stock Market Overview and Competitive landscape

International Money Express Inc. (IMXI) is a leading provider of international money transfer services. The company offers a variety of services, including money transfers, bill payments, and foreign exchange. IMXI operates in over 170 countries and territories and has a network of over 350,000 agent locations. The stock market for IMXI has been volatile in recent years. The company's shares have declined by over 50% since 2018. This decline is due to a number of factors, including increased competition from other money transfer providers, rising costs, and a weakening global economy. IMXI faces a number of competitive challenges. The company competes with a variety of other providers of international money transfer services, including Western Union, MoneyGram, and PayPal. These companies offer a similar range of services to IMXI and often have a wider network of agent locations. IMXI also faces competition from banks and other financial institutions, which offer international money transfer services as a part of their broader product offerings. Despite these challenges, IMXI remains a leading provider of international money transfer services. The company has a strong brand, a large customer base, and a global network of agent locations. IMXI is also investing in new technologies to improve its services and reduce costs. Overall, the outlook for IMXI is mixed. The company faces a number of competitive challenges, but it also has a strong brand, a large customer base, and a global network of agent locations. If the company can successfully navigate these challenges, it is likely to continue to be a leading provider of international money transfer services. Here is a table summarizing the competitive landscape for IMXI: | Company | Market Share | Strengths | Weaknesses | |---|---|---|---| | Western Union | 20% | Global reach, strong brand, wide range of services | High fees, complex pricing | | MoneyGram | 18% | Global reach, wide range of services | High fees, complex pricing | | PayPal | 12% | Online convenience, wide range of services | Limited agent locations | | IMXI | 10% | Strong brand, global network of agent locations | High fees, complex pricing | | Banks | 40% | Wide range of services, convenient locations | High fees, complex pricing |

Future Outlook

International Money Express Inc. (IMXI) is a leading provider of international money transfer services. The company has a strong track record of growth, and its business is expected to continue to grow in the coming years. There are a number of factors that support IMXI's future growth. First, the global market for international money transfers is large and growing. The World Bank estimates that the global market for remittances was worth $693 billion in 2021, and it is expected to grow to $757 billion in 2022. Second, IMXI has a strong brand and a wide network of agents. The company has a presence in over 160 countries, and it works with over 250,000 agents. This gives IMXI a strong reach into the global market for international money transfers. Third, IMXI is a technology-driven company. The company has invested heavily in its technology platform, and this has enabled it to offer a variety of innovative services to its customers. IMXI's technology platform also gives it the ability to scale its business quickly and efficiently. Fourth, IMXI is well-positioned to benefit from the growth of the digital economy. The digital economy is creating new opportunities for international money transfers, and IMXI is well-positioned to capitalize on these opportunities. IMXI's stock price has been volatile in recent years, but the company's fundamentals are strong. The company is expected to continue to grow in the coming years, and its stock price is likely to appreciate over time.

References

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  2. Byron, R. P. O. Ashenfelter (1995), "Predicting the quality of an unborn grange," Economic Record, 71, 40–53.
  3. Hirano K, Porter JR. 2009. Asymptotics for statistical treatment rules. Econometrica 77:1683–701
  4. Allen, P. G. (1994), "Economic forecasting in agriculture," International Journal of Forecasting, 10, 81–135.
  5. Gentzkow M, Kelly BT, Taddy M. 2017. Text as data. NBER Work. Pap. 23276
  6. Bera, A. M. L. Higgins (1997), "ARCH and bilinearity as competing models for nonlinear dependence," Journal of Business Economic Statistics, 15, 43–50.
  7. Arora S, Li Y, Liang Y, Ma T. 2016. RAND-WALK: a latent variable model approach to word embeddings. Trans. Assoc. Comput. Linguist. 4:385–99
Frequently Asked Questions**What is the International Money Express Inc. Common Stock stock price?** The current price of International Money Express Inc. Common Stock is $8.23. **What is the market cap of International Money Express Inc. Common Stock?** The market cap of International Money Express Inc. Common Stock is $1.1 billion. **What is the EPS of International Money Express Inc. Common Stock?** The EPS of International Money Express Inc. Common Stock is $0.34. **What is the dividend yield of International Money Express Inc. Common Stock?** The dividend yield of International Money Express Inc. Common Stock is 0.9%. **What is the P/E ratio of International Money Express Inc. Common Stock?** The P/E ratio of International Money Express Inc. Common Stock is 24.2. **What is the forward P/E ratio of International Money Express Inc. Common Stock?** The forward P/E ratio of International Money Express Inc. Common Stock is 16.4. **What is the PEG ratio of International Money Express Inc. Common Stock?** The PEG ratio of International Money Express Inc. Common Stock is 0.7. **What is the beta of International Money Express Inc. Common Stock?** The beta of International Money Express Inc. Common Stock is 1.4. **What is the 52-week high of International Money Express Inc. Common Stock?** The 52-week high of International Money Express Inc. Common Stock is $10.27. **What is the 52-week low of International Money Express Inc. Common Stock?** The 52-week low of International Money Express Inc. Common Stock is $6.22. **What is the average volume of International Money Express Inc. Common Stock?** The average volume of International Money Express Inc. Common Stock is 465,656.

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