Data science How to Make a Time Series Stationary in Python You can make a time series stationary using adjustments and transformations. Adjustments such as removing inflation simplify the historical data making the series more consistent. Transforms like logarithms can stabilize the variance while
Terms & faqs 91+ Forex Statistics for 2021 [Fact Checked] The following are the most important historical and current Forex statistics for anyone researching the markets or industry.
Data science How to Check Time Series Stationarity in Python You can use visual inspection, global vs. local analysis, and statistical tests such as the Augmented Dickey-Fuller (ADF) test to identify stationarity using Python.
Trading 42 Top Prop Trading Firms for 2021 [Surveyed] Proprietary trading has become extremely popular with the dominance of technology-backed trading platforms.
Data science What Is Stationarity in Time Series Analysis? A Visual Guide Stationarity means that the statistical properties of a process that creates a time series are constant over time. This statistical consistency makes predictable distributions and is an assumption of many time series forecasting
Terms & faqs Proprietary Trading: How It Works & Career Guide Proprietary trading occurs when a trader trades stocks, bonds, commodities, and other financial instruments with a firm’s own money. Traders who make these types of traders are often called prop traders, short for
Terms & faqs Dark Pools Illuminated Dark pools are an alternative trading system (ATS) that allows institutional investors to conduct massive trades without disclosing details on the public exchange unless executed.
Terms & faqs Volume-Weighted Average Price (VWAP): Explained Volume Weighted Average Price (VWAP) is the average trading price of a security throughout the day using both price and volume. It provides traders an insight into the price trend where volume is
Terms & faqs Time-Weighted Average Price (TWAP): Defined Time-weighted average price (TWAP) calculates the weighted average price of the security over a particular time period. VWAP is often implemented as an order execution strategy to execute massive trades by breaking them
Terms & faqs ETF Arbitrage: How It Works ETF Arbitrage is a strategy through which traders earn a profit by exploiting the price discrepancy between an ETF and its underlying assets or related securities.
Terms & faqs Volatility Arbitrage: Overview & Concerns Volatility Arbitrage is a form of statistical arbitrage used in options trading. This trading technique aims to exploit the difference between an option’s implied volatility the underlying asset’s actual volatility.
Terms & faqs Arbitrage: A Complete Guide Arbitrage is a trading strategy that exploits an assets’ price or information discrepancies for profit. These differences arise due to market inefficiencies. Market neutral strategies such as buying and selling the same investment
