Showing posts with label cryptocurrency. Show all posts
Showing posts with label cryptocurrency. Show all posts

Thursday, April 3, 2025

Part 2: A Disciplined Framework for Identifying Investment Opportunities

In navigating the complexities outlined in the current market environment, adhering to a disciplined and quantitative investment selection process is crucial. Rather than relying solely on intuition or chasing market trends, a structured methodology allows for the systematic identification of potential investments that align with predefined criteria for quality, performance, and future potential. This involves employing sophisticated screening tools and analytical frameworks to filter the vast universe of publicly traded securities down to a manageable list of compelling candidates.

The core of this approach lies in establishing specific, measurable, and objective filters. These filters act as gatekeepers, ensuring that only companies meeting stringent requirements for historical performance, operational stability, and projected returns are considered for further in-depth analysis. This quantitative screening serves as the foundation, removing emotional bias and focusing analytical resources on opportunities with the highest probability of meeting investment objectives.

The screening process incorporates several key dimensions (The research metrics are based on Valueline sources and datasets that have been presented in previous blogposts):

  1. Recent Performance Momentum (Total Return): A primary filter requires candidates to have demonstrated positive momentum, specifically demanding a total return of at least 10% over the preceding twelve months. Total return, encompassing both capital appreciation and dividend distributions, provides a holistic view of an investment's recent performance. While past performance is not necessarily indicative of future results, this criterion helps identify companies that have already exhibited market strength and investor favor, potentially indicating positive underlying business dynamics or favorable industry positioning. It filters out stocks that have significantly underperformed the market or faced substantial headwinds, focusing attention on those demonstrating relative resilience.
  2. Near-Term Price Performance Expectation (Timeliness Rank): Beyond historical performance, a forward-looking assessment of near-term potential is critical. The methodology incorporates a timeliness ranking system, requiring potential investments to hold a rank of 2 or better (typically on a scale where 1 is the highest rank). Such a ranking synthesizes various quantitative factors expected to influence relative price performance over the next six to twelve months. A high timeliness rank suggests that, based on the model's inputs (which often include earnings momentum, price momentum, and earnings estimate revisions), the stock is anticipated to outperform the broader market average in the near term. This adds a predictive element to the screen, complementing the backward-looking total return metric.
  3. Risk Assessment (Safety Rank): Investment returns must always be considered in the context of risk. Therefore, a crucial filter involves a safety ranking, demanding a rank of 1 or 2 (where 1 typically signifies the lowest risk). This metric assesses the perceived risk profile of a stock, often based on factors like balance sheet strength (e.g., debt levels, liquidity), financial consistency (e.g., stability of earnings and revenues), and stock price stability. Selecting companies with high safety ranks aims to mitigate downside potential and enhance portfolio resilience, particularly important in uncertain economic climates. It prioritizes companies with strong financial underpinnings and less volatile historical performance patterns.
  4. Intermediate-Term Appreciation Potential: Looking beyond the immediate future, the screening process evaluates the potential for capital appreciation over an intermediate timeframe, specifically requiring a projected 18-month appreciation potential of at least 15%. This forecast attempts to quantify the expected percentage increase in the stock price over the next year and a half, based on fundamental analysis and valuation models. It helps ensure that the stock not only possesses favorable near-term characteristics but also offers meaningful upside potential from its current price level.
  5. Long-Term Total Return Projection: Finally, a long-term perspective is integrated by requiring a projected high total return of at least 10% annually over a 3 to 5-year horizon. This projection considers both potential capital appreciation and estimated dividend payments over a multi-year period. It aligns the investment selection with long-term wealth creation objectives, ensuring that candidates possess attributes conducive to sustained growth and shareholder returns beyond the typical market cycle. This filter emphasizes the importance of underlying business value and its potential to compound over time.

As combining these criteria: 1.historical momentum, 2.near-term outlook, 3.risk mitigation, 4.intermediate appreciation, 5.long-term return potential. This screening process aims to isolate fundamentally profound companies that are not only performing well currently but also possess favorable characteristics for future growth and stability. The approach tried in this blogspot provides a robust framework for navigating market uncertainty and identifying investment opportunities grounded in quantitative analysis and forward-looking projections in the near future.

Tuesday, November 30, 2021

The growing use of cryptocurrencies and the affect in banking system, financial markets, equities and monetary policy?

The first cryptocurrency appeared in 2009 in decentralized markets. They are not issued or endorsed by a central authority such as a government or a monetary financial institution. Acquisition can be done through the mining process in order to confirm the pending transactions. However, cryptocurrencies can be bought and sold through exchanges and stored electronically. The increase in exchange volume shows that it is now accepted, with famous banking systems changing and adapting to the rapid developments considering adopting a blockchain system similar to cryptocurrencies where peer-to-peer technology and decentralized system have the ability to upgrade the role of banks in the modern financial infrastructure. There is a favorable attitude towards the adoption of cryptocurrencies but also the investment by financial institutions in them.

The idea of ​​easy money and the growing volume of transactions with the constant fluctuations of prices in its short life cycle, not knowing the instability and the risk created many upheavals that hindered the wide acceptance as a means of investing and saving in the financial markets. The attempt to stabilize the price of currencies has led to fixed currencies where they can be pegged to a currency such as the dollar or to the price of a commodity such as gold having linked their market value to external factors and through algorithmic buying and selling mechanisms is restored. part of the short-term instability.

The main reason for the creation of cryptocurrencies is due to the use of encrypted transactions that guarantee some anonymity and transparency through the chain of blocks, thus reducing transaction costs as no intermediary is involved. Despite the advantages, the loss and exposure to digital risks is an important factor and in combination with the initial growth where it is located, raises many doubts in the universal use as a public through monetary exchange as it should maintain its purchasing power while keeping inflation as low as possible. , sufficient to encourage spending instead of storage.

The decentralized cryptocurrency system based on technology without an intermediary has the potential to replace a banking system in which a monetary policy is responsible for decisions that affect the economic fortunes of countries. An example is the financial crisis of 2008 where central banks had a negative impact on consumers and the economy as they were responsible for the debilitating recession. However, it suffers from multiple disadvantages including limited supply as it is a product of e-mining and the lack of legal status in most economies. Following technology, central banks are in the process of developing their own digital currency in order to remove intermediaries, thus reducing transaction fees, such as retail banks, and will use encryption to ensure that it is not copied or tampered with.

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