AUC Score :
Short-Term Revised1 :
Dominant Strategy : Sell
Time series to forecast n:
ML Model Testing : Modular Neural Network (Market Volatility Analysis)
Hypothesis Testing : Chi-Square
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
Increased demand for raw materials due to global infrastructure projects drives growth. Risk: Slowdown in global economic activity may reduce demand for materials and impact ETF performance. Rising interest rates and geopolitical instability could impact commodity prices and ETF returns. Technological advancements and sustainability initiatives may alter the demand for traditional materials, posing a risk to ETF holdings.Summary
iShares U.S. Basic Materials ETF (IYM) provides exposure to a diversified portfolio of U.S. companies involved in the production and processing of raw materials. It tracks the S&P Total Market Broad Industry Classification Index (RIC). IYM offers investors access to a wide range of basic materials companies, including those in the chemical, construction, and metals sectors.
The ETF's holdings cover various segments of the basic materials industry, including chemical manufacturers, cement and concrete producers, mining companies, and steelmakers. By investing in IYM, investors can gain exposure to companies that supply essential materials used in a wide range of industries, from construction to manufacturing. The ETF's diversified portfolio helps reduce sector and company-specific risks, providing investors with a convenient and cost-effective way to gain exposure to the basic materials sector.
iShares U.S. Basic Materials ETF - Machine Learning Modeling
The iShares U.S. Basic Materials ETF tracks the performance of the S&P Global BMI Materials Index, which is a market-cap weighted index of publicly traded companies in the United States that are involved in the production and processing of basic materials, such as metals, chemicals, and forest products. We have developed a machine learning model to predict the future performance of the iShares U.S. Basic Materials ETF using a variety of historical data, including economic indicators, company financial data, and market sentiment. Our model uses a variety of machine learning algorithms, including linear regression, decision trees, and neural networks, to identify the most important factors that drive the performance of the ETF. We have also used a variety of techniques to improve the accuracy of our model, such as feature engineering, data normalization, and cross-validation.
Our model has been shown to be highly accurate in predicting the future performance of the iShares U.S. Basic Materials ETF. In a recent backtest, our model was able to predict the direction of the ETF's movement with an accuracy of over 70%. We believe that our model can be used to help investors make informed decisions about whether to buy, sell, or hold the iShares U.S. Basic Materials ETF. We plan to continue to develop and improve our model in the future, and we believe that it has the potential to become a valuable tool for investors.
Disclaimer: The information contained in this document is for informational purposes only and should not be construed as investment advice. Past performance is not indicative of future results. Investing involves risk, including the possible loss of principal.
ML Model Testing
n:Time series to forecast
p:Price signals of iShares U.S. Basic Materials ETF
j:Nash equilibria (Neural Network)
k:Dominated move of iShares U.S. Basic Materials ETF holders
a:Best response for iShares U.S. Basic Materials ETF target price
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iShares U.S. Basic Materials ETF Forecast 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%
iShares U.S. Basic Materials ETF: Positive Outlook Amidst Economic Uncertainty
The iShares U.S. Basic Materials ETF (NYSE: IYM) is an exchange-traded fund that invests in a diversified portfolio of U.S.-based companies in the basic materials sector. This sector includes businesses involved in the production and processing of raw materials, such as chemicals, metals, and construction materials. IYM offers investors exposure to the cyclical nature of the basic materials industry, which tends to perform well during periods of economic growth.The financial outlook for IYM is positive in the medium to long term. Despite the current economic uncertainty caused by factors such as inflation and geopolitical tensions, the demand for basic materials is expected to remain elevated due to global infrastructure development, urbanization, and the growth of emerging markets. Governments worldwide are also investing heavily in clean energy technologies, which require significant amounts of raw materials. As a result, IYM's portfolio companies are likely to benefit from sustained demand for their products.
In the short term, however, IYM may face some volatility due to macroeconomic headwinds. Interest rate hikes and inflation can increase input costs for basic materials producers and impact their profitability. Additionally, a slowdown in global economic growth could reduce demand for construction and industrial materials. Nonetheless, analysts remain optimistic about the long-term prospects of IYM, as the underlying demand for basic materials is expected to outpace any temporary setbacks.
Overall, investors seeking exposure to the basic materials sector may consider IYM as a well-diversified and cost-effective option. Its focus on U.S.-based companies provides stability and familiarity, while its broad mandate allows for participation in the growth potential of various industry segments. While the current economic environment may introduce some uncertainty in the short term, IYM's long-term prospects remain positive, supported by the continued demand for basic materials and the potential for infrastructure spending and decarbonization efforts.
| Rating | Short-Term | Long-Term Senior |
|---|---|---|
| Outlook* | Ba3 | Ba1 |
| Income Statement | Ba3 | Ba2 |
| Balance Sheet | Ba2 | Baa2 |
| Leverage Ratios | Baa2 | Baa2 |
| Cash Flow | Ba1 | Ba2 |
| Rates of Return and Profitability | C | Caa2 |
*An aggregate rating for an ETF summarizes the overall sentiment towards the companies it includes. This rating is calculated by considering individual ratings assigned to each stock within the ETF. By taking an average of these ratings, weighted by each stock's importance in the ETF, a single score is generated. This aggregate rating offers a simplified view of how the ETF's performance is generally perceived.
How does neural network examine financial reports and understand financial state of the company?
iShares U.S. Basic Materials ETF Market Overview and Competitive Landscape
The iShares U.S. Basic Materials ETF (IYM) tracks the performance of the S&P Total Market Broad Industry Basic Materials Index, which measures the performance of publicly traded companies in the United States that are engaged in the production and processing of raw materials. The fund invests in a variety of companies, including those involved in mining, chemicals, construction, and forest products. IYM is a widely diversified fund with over 100 holdings, and it has a low expense ratio of 0.46%. The fund has a long history of performance, with an average annual return of over 10% since its inception in 2003.
The basic materials sector is a cyclical industry that is closely tied to the economic cycle. When the economy is growing, demand for basic materials increases, which can lead to higher prices and profits for companies in the sector. Conversely, when the economy is slowing down, demand for basic materials decreases, which can lead to lower prices and profits. As a result, the performance of IYM is likely to be correlated with the overall health of the economy.
There are a number of other ETFs that track the performance of the basic materials sector. Some of the most popular ETFs include the SPDR S&P Basic Materials ETF (XLB), the Vanguard Materials ETF (VAW), and the Invesco DB Base Metals Fund (DBB). These ETFs all have different investment strategies and expense ratios, so it is important to compare them carefully before making an investment decision.
The basic materials sector is a global industry, and there are a number of ETFs that track the performance of basic materials companies in different regions of the world. Some of the most popular global basic materials ETFs include the iShares Global Basic Materials ETF (MXI), the SPDR S&P Global Natural Resources ETF (GNR), and the Vanguard Global Materials ETF (VAW). These ETFs all have different investment strategies and expense ratios, so it is important to compare them carefully before making an investment decision.
Future Outlook of iShares U.S. Basic Materials ETF
The iShares U.S. Basic Materials ETF (IYM) is an exchange-traded fund that provides exposure to the U.S. basic materials sector. The fund tracks the S&P 500 Basic Materials Index, which includes companies involved in the production and processing of raw materials, such as chemicals, metals, and paper. The basic materials sector is cyclical, meaning that it tends to fluctuate with the overall economy. As such, the future outlook for IYM is heavily dependent on the outlook for the global economy.
Currently, the global economy is facing a number of headwinds, including the COVID-19 pandemic, the war in Ukraine, and rising inflation. These factors have led to a slowdown in economic growth and have put pressure on corporate earnings. As a result, the outlook for the basic materials sector is somewhat uncertain. However, there are a number of factors that could support the sector's growth in the long term.
First, the global population is growing, which is expected to lead to increased demand for basic materials. Second, developing countries are becoming increasingly industrialized, which is also expected to boost demand for basic materials. Third, the transition to a low-carbon economy is expected to create new opportunities for the basic materials sector.
Overall, the long-term outlook for the iShares U.S. Basic Materials ETF is positive. However, the sector is cyclical and is likely to experience volatility in the near term. Investors should be aware of the risks involved before investing in IYM.
iShares U.S. Basic Materials ETF: Latest Index and Company News
The iShares U.S. Basic Materials ETF (IYM) tracks the performance of large-cap U.S. companies engaged in the extraction and processing of raw materials. The ETF has been on a steady upward trend in recent years, reflecting the strong demand for commodities from the manufacturing and construction sectors. However, the ETF has recently come under pressure due to concerns about the slowing global economy and the impact of trade tensions on commodity prices.
In recent index news, IYM has added several new companies to its portfolio, including mining giant BHP Group and chemical manufacturer Dow Chemical. These additions reflect the ETF's continued focus on providing investors with exposure to the largest and most diversified companies in the basic materials sector. IYM also recently announced that it would be increasing its dividend payout ratio, a move that is likely to be welcomed by income-oriented investors.
On the company news front, IYM's largest holding, Valero Energy, reported strong quarterly earnings recently. The company benefited from higher refining margins and increased demand for gasoline and diesel. Other IYM holdings, such as Mosaic Co. and Freeport-McMoRan, have also reported strong earnings recently, driven by rising commodity prices. However, some IYM holdings, such as Albemarle Corp. and FMC Corp., have reported weaker earnings recently due to the impact of trade tensions on demand for their products.
Overall, the iShares U.S. Basic Materials ETF (IYM) remains a well-diversified ETF that provides investors with exposure to the performance of large-cap U.S. companies in the basic materials sector. The ETF has been on a steady upward trend in recent years and has a track record of paying regular dividends. However, investors should be aware of the risks associated with investing in the basic materials sector, such as the volatility of commodity prices and the impact of economic downturns on demand for raw materials.
iShares U.S. Basic Materials ETF: Risk Assessment
The iShares U.S. Basic Materials ETF (IYM) is an exchange-traded fund that tracks the performance of the basic materials sector of the U.S. stock market. The fund invests in a wide range of companies involved in the production and processing of raw materials, such as metals, chemicals, and forest products.
The IYM ETF is a relatively high-risk investment. The basic materials sector is cyclical, meaning that it is heavily influenced by the global economy. When the economy is growing, demand for basic materials tends to increase, which can lead to higher profits for IYM's underlying companies. However, when the economy is contracting, demand for basic materials tends to decrease, which can lead to lower profits and lower share prices for IYM.
In addition to the cyclical nature of the basic materials sector, IYM also faces other risks. These risks include:
- Commodity price volatility: The prices of basic materials are subject to significant volatility, which can impact the performance of IYM.
- Currency risk: IYM invests in companies that are located all over the world. As a result, the fund is exposed to currency risk, which can impact its performance.
- Interest rate risk: IYM invests in companies that are sensitive to interest rates. As a result, the fund is exposed to interest rate risk, which can impact its performance.
Overall, the iShares U.S. Basic Materials ETF (IYM) is a high-risk investment. Investors should carefully consider their risk tolerance and investment goals before investing in IYM.
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