Unveiling the Financial Market: Data, Definitions, and Modeling Techniques
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Beschreibung
In this book, we will present and apply methods specifically designed to model the financial market, but, before starting to discuss the models, we need to make a brief introduction to the data that we will be working with.
Our data consists on financial asset prices from several stock exchanges, with special attention to the New York Stock Exchange, the London Stock Exchange and the Lisbon Stock Exchange. Also, we focused on stock and forex (foreign exchange market) prices, because these present higher volatility and volume (i.e., more trades), and the data related to these assets is easier to obtain. Here, volatility is a statistical measure of the dispersion of returns for a given financial asset. It is often measured as either the standard deviation or variance between returns from that same asset.
Moving further we will often use the terms ”stock exchange” and ”financial market” interchange-ably, but they slightly differ. The term ”financial market” broadly refers to any marketplace where the trading of securities occurs, including the stock market, bond market, forex market, and derivatives market, among others, whilst the ”stock exchange” is a facility where stockbro-kers and traders can buy and sell securities, such as shares of stock, bonds and other financial instruments. However, whenever we refer to the financial market we will be referring to the stock exchange.
Invest in understanding! "Unveiling the Financial Market" demystifies data, defines key terms, and equips you with modeling techniques. Make smarter decisions, not guesses, with this financial guide.
Autor*in
Chris
In "Innate Defense: Cells & Function," Professor Chris delves into the intricate mechanisms of our body's innate immune system, illuminating the pivotal role of various cellular defenders in safeguarding against pathogens and maintaining homeostasis. This comprehensive work merges cutting-edge research with accessible insights, offering a compelling exploration of innate immunity.
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Themen in »Unveiling the Financial Market: Data, Definitions, and Modeling Techniques«
Financial data analysis Financial markets terminology Quantitative finance Financial modeling Time series analysis Risk management Investment decision making Asset pricing models Econometrics Machine learning in finance Financial forecasting Market efficiency hypothesis Algorithmic trading