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How Many Dollars do We Have in Circulation?
According to the Federal Reserve, there are over 1.7 trillion U.S. Dollars in circulation. This number has been drastically increasing throughout the last few years, mostly due to programs such as Quantitative Easing. As of 2016, QE programs have ended and the Fed's balance sheet is shrinking, but M2 money supply still remains at elevated levels. What is the Size of our National Debt? What is Currency in Circulation? Continue reading...
What is quantitative analysis?
The attempt to represent events and phenomena mathematically and to thereby make reality more understandable is called quantitative analysis. To quantify something from the real world, an analyst will translate the factors and variables present in a real event into a coding system which will allow it to be represented in mathematical or computational symbology. The quantitative analysis that follows will attempt to create formulas and test them for external validity and replicability. Continue reading...
What is the Law of Demand?
The Law of Demand states that as prices increase, demand will decrease, and vice versa. That is to say, price and quantity are inversely related. There are some things which have an inelastic demand, meaning the quantity demanded will remain constant no matter the price. Medicine is a good example. Vices to which people are addicted are as well, so some degree, and tobacco stocks are considered fairly safe and defensive in bad economic times. Continue reading...
What are the key principles of quantitative analysis?
Uncover the world of Quantitative Analysis in Finance! đ Explore its historical origins, from the computer revolution to Nobel Prize-winning economists. See how it differs from Qualitative Analysis. Learn how quants use data to reduce risk and make objective, systematic investment decisions. Discover the benefits and risks of this powerful financial tool. Dive into the realm of numbers, patterns, and potential rewards in finance. đ #QuantitativeAnalysis #Finance #Investing Continue reading...
What is technical analysis in trading?
Technical analysis is a method of evaluating the worth and probable future direction of security prices using charts and data concerning prices and volume. This is the counterpart to fundamental analysis, which looks at the physical operations of a company and their place in the market to determine value. Those who practice technical analysis are sometimes called âquantsâ or chartists because they believe that the most important information about a security will be found in the data on the price, volume, and the moving averages and volatility associated with them. Continue reading...
What is trend analysis?
Trend analysis is an attempt to explain market movements as general directional tendencies of various strength over various time frames. Trend analysis also works to predict future movements based on the probability of a trend continuing. The use of moving averages with support and resistance levels is the most commonly used methodology in trend analysis, and several trading strategies employ these tools in various ways. Trade volume, spreads, news, crossover points, and other market factors are also considered in the discipline. Continue reading...
What is divergence analysis?
The analysis of convergence and divergence between indexes and other data seeks to find leading indicators where there is confirmation or non-confirmation of trends. Dow Theory was one of the first examples of such thinking. Charles Dow would watch the movements of Industrials and the Rail and compare the uptrend or downtrend of each. Where trends do not line up (e.g., one is trending downward with lower troughs and the other has âhigher lowsâ) there is âdivergenceâ, and non-confirmation of what was thought to be a trend in one index. Continue reading...
What is fourier analysis?
Fourier Analysis is a mathematical method of identifying and describing harmonic patterns in complex oscillating environments, and is used in options pricing among other things. Fourier Analysis is used to compute the probability that results will be within a certain range. Fourier analysis also has many other applications in physics, engineering, and music, for instance, because it can create a system for identifying patterns and simplifying computations for complex systems which feature oscillations and waves which have frequencies. Continue reading...
What is Investment Analysis?
Investment analysis is the practice of evaluating assets or securities in terms of value, risk and return, as well as correlation with other assets. It is to determine their possible place within various strategies and portfolios. Some analysis will be done seeking the best option for specific asset classes, some analysis will focus on the best overall portfolio for a given situation. Analysis is done using quantitative metrics and indicators, some of which can be considered fundamental analysis tools and some of which are technical analysis tools. Continue reading...
What are the basics of technical analysis?
What does it mean to technically analyze a stock or other security? Technical analysis involves identifying price ranges, trend momentum, and points of possible reversals via graphical representations of the math behind price movements, examining information to the second or third derivative, and using trial-and-error with formulas. Geometry, calculus, physics, and finance all play a part in this methodology. Continue reading...
Why Does the Price of a Stock Change?
Stock prices change based on the law of supply and demand. Ultimately, as with the price of any good or service, the outstanding supply and consumer demand will define its value in the marketplace. Indeed, the efficient market hypothesis states that the price of a LINK will already reflect all known information about it and what investors are willing to pay for it at the time, based on that information. Continue reading...
Is there any merit to technical analysis of the markets?
Securities in the market can be analyzed on technical levels or fundamental ones, and it is generally best to take both into account, despite the fact that some theories dispute the merits of technical analysis. Some might say that fundamental analysis is all that you need to make wise investment decisions, and to some extent that is actually correct: at a minimal level, if all you had were fundamentals, you could make wise investment decisions. That does not mean, however, that all technical analysis is superfluous. Continue reading...
Is there any merit to fundamental analysis of the markets?
Fundamental analysis has been around for a long time, and will probably always remain relevant. Fundamental Analysis is the oldest and most well-established market theory. Fundamental analysis is to take all the real-world information about a company into account when evaluating securities and to acknowledge that the shares are what they are: partial ownership in a company. It follows that someone should know about the company and its earnings potential. Continue reading...
What are market indicators?
Market indicators are quantitative tools for the analysis of market information, which may hint or confirm that a trend or reversal is about to happen (leading indicator) or has begun (lagging indicator). Indicators are technical analysis algorithms which give investors signals that may be used as the guidelines for trading. Indicators might be called oscillators or have various other proper names, since some of them are quite well-known, but there are general conventions or instructions for how to use an indicator, how it can be tweaked to suit the scope of your analysis, and what is considered a trade signal. Continue reading...
What is market disequilibrium?
Market Disequilibrium occurs when market and external forces combine to unbalance a market, creating inefficiency in the market in the process. A disequilibrium produces whatâs called a âdeadweight loss,â âwelfare loss,â âexcess burden,â or âallocative inefficiency.â As described by efficient market theory, the price fluctuations we see in market behavior are the market trying to find its truly efficient price and quantity â the theoretical point of equilibrium. Investors attempt to locate it using moving averages and other means of technical analysis. Continue reading...
What is Return on Sales?
Also called net operating margin, return on sales can indicate how well a company makes use of its sales revenue. By dividing Operating Profit by Net Sales, we can arrive at the Return on Sales. Essentially what weâve done is broken down profits on a per sales basis. We can see what percentage of sales ends up as profit, or, on the other side of the coin, how much profit is generated per unit of sales. This can be useful for a comparison of companies of different sizes, because it excludes their assets, capital structures, taxes, and interest. Continue reading...
What is the role of quants, and how has their role evolved over time?
Unlock the Secrets of Quants: Journey from Trading Floors to Algorithmic Titans đđ» Discover how quants, or quantitative analysts, revolutionized finance, replacing loud trading floors with cutting-edge algorithms. Dive into their world, tools, and salaries in this eye-opening exploration! đđ° #QuantitativeTrading Continue reading...
What Is Quantitative Trading?
Quantitative trading, often referred to as quant trading, is a specialized approach to financial markets that leverages mathematical computations and data analysis to identify and execute trading opportunities. This strategy is primarily utilized by financial institutions, hedge funds, high-frequency trading firms, and algorithmic trading platforms. However, it's also gaining popularity among individual investors. In this article, we'll delve into the key aspects of quantitative trading, its advantages and disadvantages, and provide real-world examples to help you better understand this intricate approach to financial markets. Continue reading...
What are the key steps one should take to pursue a career as a quant trader?
đ Dive into the world of Quantitative Trading! Discover how math, education, tech skills, and a trader's temperament combine to create lucrative opportunities in finance. Uncover the secrets to a successful career in quant trading. đ° #QuantTrader #FinanceSuccess Continue reading...
Setting Up a Winning Blueprint for Stock Market
Unlock the full potential of your trading strategy with a deep dive into the realms of fundamental analysis (FA), technical analysis (TA), and quantitative analysis (QA). Learn how the unique strengths of each approach can be synergized for a more informed, comprehensive view of the market. Whether you're analyzing the intrinsic value of securities, predicting future trends, or employing mathematical models, discover how integrating these methodologies can elevate your decision-making Continue reading...