What is Moving Average Convergence Divergence ?

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Moving average convergence/divergence (MACD, or MAC-D) is a trend-following momentum indicator that shows the relationship between two exponential moving averages (EMAs) of a security’s price. The MACD line is calculated by subtracting the 26-period EMA from the 12-period EMA.The result of that calculation is the MACD line. A nine-day EMA of the MACD line is called the signal line, which is then plotted on top of the MACD line, which can function as a trigger for buy or sell signals. Traders may buy the security when the MACD line crosses above the signal line and sell—or short—the security when the MACD line crosses below the signal line. MACD indicators can be interpreted in several ways, but the more common methods are crossovers, divergences, and rapid rises/falls.

Definition

The Moving Average Convergence Divergence (MACD) is a trend-following momentum indicator that shows the relationship between two exponential moving averages (EMAs) of a security's price. The MACD line is calculated by subtracting the 26-period EMA from the 12-period EMA. The 9-day EMA of the MACD line is called the signal line, which can act as a trigger for buy or sell signals.

Origin

The MACD indicator was developed by Gerald Appel in the late 1970s to help traders identify changes in the trend of a security's price. With advancements in computer technology, the calculation and application of MACD have become more widespread.

Categories and Features

The main features of MACD include crossovers, divergences, and rapid rises/falls. Crossovers refer to the intersection of the MACD line and the signal line, divergences indicate a discrepancy between the price and the MACD line's movement, and rapid rises/falls refer to sharp changes in the MACD line. Each feature has specific application scenarios and pros and cons.

Case Studies

During the 2008 financial crisis, Apple Inc.'s MACD indicator showed significant divergence, alerting investors to a potential price reversal. Another example is Tesla Inc. during its stock price surge in 2020, where the rapid rise in the MACD indicator helped traders identify a strong upward trend.

Common Issues

Common issues investors face when using MACD include misinterpreting crossover signals and ignoring divergence signals. Additionally, MACD can produce misleading signals in a sideways market, so it should be used in conjunction with other indicators for analysis.

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Liquidity Trap

A liquidity trap is an adverse economic situation that can occur when consumers and investors hoard cash rather than spending or investing it even when interest rates are low, stymying efforts by economic policymakers to stimulate economic growth.The term was first used by economist John Maynard Keynes, who defined a liquidity trap as a condition that can occur when interest rates fall so low that most people prefer to let cash sit rather than put money into bonds and other debt instruments. The effect, Keynes said, is to leave monetary policymakers powerless to stimulate growth by increasing the money supply or lowering the interest rate further.A liquidity trap may develop when consumers and investors keep their cash in checking and savings accounts because they believe interest rates will soon rise. That would make bond prices fall, and make them a less attractive option.Since Keynes' day, the term has been used more broadly to describe a condition of slow economic growth caused by widespread cash hoarding due to concern about a negative event that may be coming.

Liquidity Crisis

A liquidity crisis is a financial situation characterized by a lack of cash or easily-convertible-to-cash assets on hand across many businesses or financial institutions simultaneously.In a liquidity crisis, liquidity problems at individual institutions lead to an acute increase in demand and decrease in supply of liquidity, and the resulting lack of available liquidity can lead to widespread defaults and even bankruptcies.

Liquidity Crisis

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Liquidity Event

A liquidity event is an acquisition, merger, initial public offering (IPO), or other action that allows founders and early investors in a company to cash out some or all of their ownership shares.A liquidity event is considered an exit strategy for an illiquid investment or equity with little or no market to trade on. Founders of a firm push toward a liquidity event, and investors like venture capital (VC) firms, angel investors, or private equity firms expect one within a reasonable amount of time after initially investing capital.

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Liquid Alternatives

Liquid alternative investments (or liquid alts) are mutual funds or exchange-traded funds (ETFs) that aim to provide investors with diversification and downside protection through exposure to alternative investment strategies. These products' selling point is that they are liquid, meaning that they can be bought and sold daily, unlike traditional alternatives which offer monthly or quarterly liquidity. They come with lower minimum investments than the typical hedge fund, and investors don't have to pass net-worth or income requirements to invest. Critics argue that the liquidity of so-called liquid alts will not hold up in more trying market conditions; most of the capital invested in liquid alts has entered the market during the post-financial crisis bull market. Critics also contend that the fees for liquid alternatives are too high. For proponents, though, liquid alts are a valuable innovation because they make the strategies employed by hedge funds accessible to retail investors.

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Zero-Investment Portfolio

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