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 differencing transforms …
The following are the most important historical and current Forex statistics for anyone researching the markets or industry. Key Statistics The daily turnover of foreign exchange markets has increased to 6.6 trillion as of 2019, from 5.1 …
You can use visual inspection, global vs. local analysis, and statistics to analyze stationarity. The Augmented Dickey-Fuller (ADF) test is the most commonly used parametric test, and the Zivot-Andrews test is better than the ADF …
Proprietary trading has become extremely popular with the dominance of technology-backed trading platforms. We reached out to 50+ proprietary trading firms and ranked them based on their feedback from their top competitors. We also reached …
Stationarity means that a process’s statistical properties that create a time series are constant over time. This statistical consistency makes distributions predictable enabling forecasting, and is an assumption of many time series forecasting models. What …
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 “proprietary traders”. …
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. They are legal and regulated by the Securities and Exchange …
Time-weighted average price (TWAP) calculates the weighted average price of the security over a particular time period. TWAP is often implemented as an order execution strategy to execute massive trades by breaking them into equal …
Volume Weighted Average Price (VWAP) is the average trading price of an asset throughout the day using price weighted by volume. It provides traders an insight into the price trend where volume is highest. Institutions …
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. This process eventually results in an equilibrium price as …
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