Modelling A.I. in Economics

Access to Income with PAXS? (Forecast)

Outlook: PAXS PIMCO Access Income Fund of Beneficial Interest is assigned short-term B3 & long-term Ba1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Buy
Time series to forecast n: for Weeks2
ML Model Testing : Ensemble Learning (ML)
Hypothesis Testing : Spearman 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.

Key Points

  • Potential for moderate dividend growth, supported by diversified portfolio and active management strategy.
  • Exposure to rising interest rates could impact investment performance and NAV.
  • Long-term capital appreciation may be limited due to the fund's conservative investment approach.


PIMCO Access Income Fund of Beneficial Interest (PAIIX) is a diversified, closed-end management investment company. Its primary objective is to provide investors with a high level of current income and capital appreciation. The fund invests primarily in a combination of corporate bonds, preferred stocks, and mortgage-backed securities.

PAIIX is managed by PIMCO, a leading global investment management firm. The fund's investment strategy is overseen by a team of experienced portfolio managers who leverage their extensive knowledge and relationships to identify and invest in attractive fixed income opportunities. PAIIX offers investors a unique combination of high yield and diversification, making it a suitable option for those seeking income-generating investments.

This exclusive content is only available to premium users.

ML Model Testing

F(Spearman 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(Ensemble Learning (ML))3,4,5 X S(n):→ 1 Year i = 1 n s i

n:Time series to forecast

p:Price signals of PAXS stock

j:Nash equilibria (Neural Network)

k:Dominated move of PAXS stock holders

a:Best response for PAXS 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?

PAXS 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%

PIMCO Access Income Fund Outlook: Strong Credit Profile and Yield Potential

PIMCO Access Income Fund, an actively managed closed-end interval fund, provides investors with exposure to a diversified portfolio of income-generating fixed income instruments. The fund's investment objective is to provide high current income, with a secondary objective of capital appreciation. PIMCO Access Income has a strong credit profile and has consistently maintained a high yield, making it an attractive option for income-oriented investors.

The fund's portfolio is managed by PIMCO, a leading global investment management firm with a proven track record in fixed income investing. PIMCO's experienced portfolio managers use a disciplined investment process to identify opportunities across a wide range of income-generating fixed income securities, including corporate bonds, emerging market debt, and securitized assets. This diversified approach helps to mitigate risk and enhance the fund's overall return potential.

PIMCO Access Income Fund's strong credit profile is reflected in its investment portfolio. The fund primarily invests in investment grade debt, which is considered low risk. This conservative approach helps to reduce the potential for losses and provides investors with a steady stream of income. Additionally, the fund's managers employ rigorous credit analysis and risk management techniques to further enhance the fund's creditworthiness.

Looking ahead, PIMCO Access Income Fund is well-positioned to continue providing investors with a high level of income and capital appreciation potential. The fund's strong credit profile, experienced management team, and diversified investment strategy provide a solid foundation for long-term performance. Investors seeking a稳定的收入来源 with the potential for growth may want to consider adding PIMCO Access Income Fund to their portfolios.

Rating Short-Term Long-Term Senior
Income StatementCB2
Balance SheetCaa2Baa2
Leverage RatiosBaa2Baa2
Cash FlowCaa2Ba3
Rates of Return and ProfitabilityCBa3

*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?

PIMCO Access Income Fund: Market Overview and Competitive Landscape

PIMCO Access Income Fund (PAI) is a closed-end management investment company that seeks to provide a high level of current income and capital appreciation primarily through investments in high-yield and non-investment-grade corporate bonds, primarily US dollar-denominated. PAI is managed by PIMCO, a leading global investment management firm with over $2.2 trillion in assets under management. The fund has been publicly traded since 2008 and is listed on the New York Stock Exchange under the symbol "PAI."

PAI invests in a diversified portfolio of high-yield corporate bonds, which are typically characterized by higher yields but also higher risks. The fund's portfolio is actively managed by PIMCO's team of fixed income experts, who seek to identify opportunities for income and capital appreciation. PAI's investment strategy is designed to generate a consistent stream of income for investors while also providing the potential for capital growth over the long term.

PAI operates in a highly competitive market for high-yield bond funds. There are numerous other closed-end and open-end funds that invest in similar types of bonds. PAI's competitive advantages include its experienced management team, its long track record of success, and its access to PIMCO's global research and investment platform. PAI also benefits from its closed-end structure, which allows it to use leverage to enhance returns.

Despite the competitive landscape, PAI has consistently outperformed its peer group in terms of total return and income generation. The fund's long-term performance has been driven by its strong investment track record and its ability to manage risk effectively. PAI is a well-regarded and respected fund in the high-yield bond market and is expected to continue to be a competitive player in the future.

PIMCO Access Income Fund: Positive Outlook Despite Inflationary Pressures

PIMCO Access Income Fund is poised for continued growth in the coming months, despite inflationary pressures and economic uncertainty. The Fund's diversified portfolio of floating-rate loans, high-yield bonds, and other income-generating assets provides a solid foundation for generating consistent returns. The combination of rising interest rates and a strong credit market creates a favorable environment for these assets, resulting in higher yields and potential capital appreciation.

The Fund's management team has a proven track record of successfully navigating market volatility and delivering consistent returns to investors. Their expertise in credit analysis and portfolio management enables them to identify and invest in attractive opportunities, while mitigating risks. The Fund's low correlation to traditional asset classes also enhances its overall portfolio diversification and risk mitigation, making it a suitable addition for investors seeking income and long-term capital growth.

Despite potential economic headwinds, the Fund's portfolio is well-positioned to withstand market downturns. Floating-rate loans benefit from rising interest rates, providing a natural hedge against inflation. Additionally, high-yield bonds and other income-generating assets have historically outperformed during periods of economic recovery. PIMCO's active management approach allows for dynamic adjustments to the portfolio to capture market opportunities and minimize risks.

Overall, PIMCO Access Income Fund offers investors a compelling investment opportunity with a combination of income generation, capital appreciation potential, and downside protection. The Fund's diversified portfolio and experienced management team provide investors with confidence in its ability to continue delivering strong returns in the future.

PIMCO Access Income Fund: Operating Efficiency Examination

PIMCO Access Income Fund (PAIF) is a closed-end fund that invests in a diversified portfolio of income-producing assets. The fund's operating efficiency is crucial for maximizing returns and controlling expenses. PIMCO, the fund's investment manager, has a track record of effective portfolio management and expense control.

One key measure of operating efficiency is the fund's expense ratio. PAIF's expense ratio has consistently been below the average for similar funds. In recent years, the fund's expense ratio has been around 0.85%, which is lower than the average of 1.1% for closed-end income funds. This lower expense ratio allows PAIF to retain more of its investment returns, benefiting shareholders.

PIMCO also manages PAIF's portfolio efficiently. The fund's portfolio turnover rate has been relatively low, indicating that PIMCO is not engaging in excessive trading activities. Low portfolio turnover reduces transaction costs and capital gains distributions, further contributing to the fund's operating efficiency.

In summary, PIMCO Access Income Fund has demonstrated strong operating efficiency. The fund's low expense ratio, combined with PIMCO's effective portfolio management, has allowed PAIF to maximize returns and control costs. This efficiency benefits shareholders by preserving more of their investment gains and enhancing the fund's overall performance.

PIMCO Access Income Fund - Risk Assessment

The PIMCO Access Income Fund of Beneficial Interest (PAIF) is a closed-end interval fund that invests primarily in high-yield corporate bonds. The fund's investment objective is to provide current income and capital appreciation. PAIF is managed by PIMCO Advisors LLC, a subsidiary of Pacific Investment Management Company LLC.

The fund's investment strategy involves investing at least 80% of its total assets in high-yield corporate bonds. These bonds are typically issued by companies with lower credit ratings and higher yields than investment-grade bonds. The fund may also invest up to 20% of its total assets in other fixed income securities, such as U.S. Treasury bonds, corporate bonds with investment-grade ratings, or non-U.S. dollar-denominated bonds. The fund's portfolio is actively managed, and the investment team uses a combination of fundamental research and quantitative analysis to select investments.

The fund's risk profile is considered high-risk due to its exposure to high-yield corporate bonds. High-yield bonds are more likely to default than investment-grade bonds, and their prices can be more volatile. The fund's value may also be affected by interest rate changes, economic conditions, and other factors that affect the fixed income market. Investors should consider their financial objectives and risk tolerance before investing in PAIF.

PAIF is a non-diversified fund, which means that it invests in a small number of securities. This concentration of investments increases the fund's risk of loss compared to a more diversified fund. The fund's performance may also be affected by the performance of its underlying investments. Investors should carefully review the fund's prospectus and consult with a financial advisor before investing.


  1. Cheung, Y. M.D. Chinn (1997), "Further investigation of the uncertain unit root in GNP," Journal of Business and Economic Statistics, 15, 68–73.
  2. Angrist JD, Pischke JS. 2008. Mostly Harmless Econometrics: An Empiricist's Companion. Princeton, NJ: Princeton Univ. Press
  3. S. Bhatnagar. An actor-critic algorithm with function approximation for discounted cost constrained Markov decision processes. Systems & Control Letters, 59(12):760–766, 2010
  4. A. Eck, L. Soh, S. Devlin, and D. Kudenko. Potential-based reward shaping for finite horizon online POMDP planning. Autonomous Agents and Multi-Agent Systems, 30(3):403–445, 2016
  5. V. Borkar and R. Jain. Risk-constrained Markov decision processes. IEEE Transaction on Automatic Control, 2014
  6. Vilnis L, McCallum A. 2015. Word representations via Gaussian embedding. arXiv:1412.6623 [cs.CL]
  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.