Knowledge Base
What is Knowledge Base?
+Educational Resources
+Data Sources & Calculations
+Options Fundamentals
What are options?
Options are financial instruments whose value is derived from the price of an underlying asset of various kinds (real as...
Moneyness
Traders define options as "in the money" (ITM) or "out of the money" (OTM) by the strike price's position relative to th...
Black and Scholes Model
Also known as the Black-Scholes-Merton or BSM model, it's a differential equation that's widely used to calculate the th...
Greeks
The numerical indicators that express the different components that determine the price of an option are called "greeks"...
Intrinsic & Extrinsic Value
The Intrinsic value of both call and put options is the difference between the underlying stock's price and the strike p...
Put/Call Ratio
The Put/Call Ratio is a financial indicator that measures the ratio between the trading volume of put options and call o...
Delta Hedging
Delta hedging is a sophisticated risk management strategy that allows traders and portfolio managers to neutralize direc...
Statistical Analysis
Statistical Distribution
A statistical distribution is a mathematical description of how the values of a variable are distributed within a data s...
Linear Regression
Linear Regression is a statistical technique used to model the relationship between a dependent variable and one or more...
Volatility
Volatility quantifies significant price fluctuations of an asset or financial instrument. Higher volatility increases th...
Historical Volatility (HV)
Historical volatility (HV) is a fundamental statistical concept in financial markets that measures the degree of variati...
Mean Reversion
Mean reversion is a fundamental concept in finance suggesting that some asset prices tend to return to their long-term a...
Skewness
Skewness is the property of an observed distribution that indicates absence of specularity with respect to any vertical ...
Correlation
Correlation measures the statistic relationship between two assets, indicating whether and how much they tend to vary to...
Cointegration
Cointegration occurs when two or more nonstationary time series have a linear combination that is stationary. In simpler...
Cycle Analysis
Cycle Analysis is a method used to identify recurring patterns in financial markets. It's based on the premise that mark...
Monte Carlo Simulation
Monte Carlo simulation is a computational algorithm that relies on repeated random sampling to obtain numerical results....
Statistical Tests
The Jarque-Bera test
It is a statistical test used to test whether a sample of data comes from a normal distribution. It is based on the meas...
The Kolmogorov-Smirnov test
It is a statistical test used to test whether a sample of data comes from a particular theoretical distribution (such as...
The Anderson-Darling test
It is a statistical test used to test whether a sample of data comes from a particular theoretical distribution. Unlike ...
Technical Analysis
Technical Analysis
Technical analysis was born around 1900 from the studies of Charles Dow, creator of the Dow Jones index, through the stu...
Moving Averages (MA)
It is an average of a certain amount of data that only considers the latest data in chronological order. This tool is, i...
Bollinger Bands
It is an indicator formed by three distinct lines on the chart that indicate price ranges: the central line represents...
Relative Strength Index (RSI)
It is one of the most widely used technical analysis oscillator ever. The purpose of the RSI is to provide an indication...
Rate of Change (ROC)
It is a Momentum indicator that measures the percentage change in price over the reference period. It is calculated by ...
Money Flow Index (MFI)
It is a type of technical oscillator that uses price and volume data simultaneously to determine, like RSI, whether an a...
Moving Average Convergence Divergence (MACD)
It is an oscillator with a complex construction, but which has the advantage of limiting the subjectivity of the analyst...
Normalized Average True Range (NATR)
The ATR measures the volatility of a market in a specific period. It considers price gaps that can form between one day ...
Accumulation/Distribution Line (ADL)
The Accumulation/Distribution Line measures the flow of money entering and exiting the market, highlighting whether inve...
Chaikin Money Flow (CMF)
The CMF is an indicator created by Marc Chaikin that compares buying pressure with selling pressure, revealing the inter...
Chande Momentum Oscillator (CMO)
The CMO is an indicator created by Tushar Chande to identify changes in a security's trend. It measures the rate of chan...
Disparity Index
The Disparity Index is a momentum indicator that shows the direction of an asset's movement relative to a moving average...
Ichimoku Kinko Hyo (IKH)
Invented by Japanese journalist Goichi Hosada in 1969, the IKH shows price trend levels and support and resistance areas...
On Balance Volume (OBV)
The OBV is designed to measure the flow of volumes in and out of a financial instrument. It measures the total positive ...
Pivot Points
Pivot points are useful indicators for identifying potential intraday support and resistance areas, valid for the next s...
Percentage Price Oscillator (PPO)
The PPO is one of the most widely used trading indicators, considered by many experts to be the evolution of the MACD. I...
Stochastic Oscillator
The Stochastic Oscillator is a momentum indicator that analyzes the strength and speed of an ongoing trend. It is based ...
Williams %R
The Williams %R oscillator is very similar to the stochastic, but while the latter uses the difference between close and...
Zig Zag
The Zig Zag indicator is a technical analysis tool used to determine support and resistance levels. It connects some poi...
Volume Weighted Average Price (VWAP)
It represents the average price of a security, adjusted for trading volume, over a specific period. This metric offers i...
Volume Profile
It is an analysis tool that shows the distribution of volumes traded at specific price levels over a given time period. ...
VWAP and Volume Profile Relationship
They are based on the same fundamental data, price and volume. Both seek to explain the relationship between price move...
Cumulative Delta Volume (CDV)
It is a technical indicator used to measure the volume of buying versus selling over time. It is commonly used to under...
Average Directional Movement (ADX) and DMI
DMI consists of three fundamental elements: 1) ADX: this is the main variable, the one already operating in the initial...
Weighted Moving Average (WMA)
The WMA is a technical indicator that traders use to generate trading direction and make buy or sell decisions. It assig...
Double Exponential Moving Average (DEMA)
The DEMA is a measurement of a security's moving average that gives greater weight to recent price data. Like the expone...
Triple Exponential Moving Average (TEMA)
The calculation principle of the TEMA is similar to the Double Exponential Moving Average (DEMA). The name "Triple Expon...
Average True Range (ATR)
The ATR primarily measures the volatility of a market in a specific period. Unlike Standard Deviation, the innovation in...
Momentum
The momentum indicator is a technical analysis tool used to identify ongoing trends and their remaining strength. It gra...
Fibonacci Analysis
Fibonacci analysis, named after the famous Italian mathematician Leonardo da Pisa, known as Fibonacci, are based on a un...
Markets and Portfolio Analysis
Macroeconomics
Macroeconomics studies the behavior and performance of entire economies, analyzing aggregate indicators like gross domes...
Microeconomics
Microeconomics examines the behavior of individual economic units such as consumers, firms, and industries, focusing on ...
Buffett Indicator
The Buffett Indicator (also known as Buffett Index or Buffett Ratio) represents the ratio of the total United States sto...
Inflation
In economics, inflation refers to a generalized and continuous increase in prices over time. It is a crucial indicator b...
Index
An index, in finance, is a statistical measure that tracks the performance of a group of assets. It serves as a benchmar...
Commodities
Commodities are standardized, interchangeable physical goods that serve as inputs in the production of other goods or se...
Central Banking & Monetary Policy
Central banks are the cornerstone institutions of modern monetary systems, responsible for managing national monetary po...
Exchange-Traded Funds (ETFs)
Exchange-Traded Funds (ETFs) are investment funds that trade on stock exchanges like individual stocks, offering investo...
Bonds
Bonds are debt securities issued by governments, municipalities, or corporations to raise capital, representing a loan m...
Yield Curve
The yield curve represents the relationship between interest rates and time to maturity for bonds of similar credit qual...
Commitments of Traders Report
The COT Report is a weekly report published by the U.S. Commodity Futures Trading Commission (CFTC) that provides inform...
GICS
GICS is an industry analysis framework that helps investors understand the key business activities for companies around ...
Energy
Energy sector includes companies that operate in the production and distribution of energy, both from fossil and renewab...
Utilities
Utilities, or utility companies, are companies specialized in providing essential services for society, such as electric...
Consumer Staples
The consumer staples sector includes non-cyclical companies that produce or sell goods or services that are always in de...
Consumer Discretionary
Consumer discretionary includes companies that offer non-essential goods and services, whose demand varies with the econ...
Communication Services
This sector includes companies that provide content, data, communication and entertainment services. It is a sector that...
Industrials
The industrial sector includes enterprises and companies that operate in the production of capital goods and machinery u...
Financials
Sector that includes banks, insurance companies, wealth management firms and other financial services. It is the heart o...
Health Care
The health care sector includes companies that operate in healthcare, from pharmaceutical production to management of he...
Information Technology
The IT sector includes companies that develop digital technologies, software, hardware and IT services. It is the engine...
Materials
Includes companies that produce raw materials used in construction, industry and manufacturing. Main sub-sectors: basic ...
Real Estate
Includes companies that own, develop or manage real estate. Often structured as REITs, they offer stable returns and div...
Forex
The foreign exchange market, or forex, is an international, over-the-counter, or decentralized market for currency excha...
OPEC
OPEC is the acronym for Organization of the Petroleum Exporting Countries, and refers to the organization of countries t...
M&A
The Anglo-Saxon acronym M&A stands for mergers and acquisitions, in Italian fusioni e acquisizioni. These are extraordin...
SEC and SEC EDGAR
The U.S. Securities and Exchange Commission (SEC) is an independent federal government agency responsible for protecting...
Financial Ratios
The Return on Equity (ROE), defined as Net Income / Shareholders Equity, reflects the yield obtained on the capital inve...
Markowitz Portfolio Optimization
Also known as Modern Portfolio Theory (MPT), it's a mathematical framework for assembling a portfolio of assets that max...
Capital Asset Pricing Model (CAPM)
The Capital Asset Pricing Model (CAPM) is a fundamental framework used to determine the theoretically appropriate requir...
Beta (Raw, Adjusted, Bull/Bear)
Beta measures an asset's volatility in relation to the overall market benchmark. A Beta of 1.0 indicates that the asset'...
Jensen's Alpha
Jensen's Alpha is a risk-adjusted performance measure that represents the average return on an investment above or below...
Treynor Ratio
The Treynor Ratio is similar to the Sharpe Ratio, but with one key difference: it uses Beta (market risk) as the measure...
Behavioral Finance
Behavioral finance challenges the traditional assumption that investors are rational actors who process information obje...
VIX
The VIX (Volatility Index), known as the fear gauge, measures implied volatility of S&P 500 options and serves as a key ...
Merrill Lynch Option Volatility Estimate
Initially developed by Merrill Lynch, the MOVE index serves as the bond market's equivalent of the VIX. The MOVE index m...