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  2. Random walk hypothesis - Wikipedia

    en.wikipedia.org/wiki/Random_walk_hypothesis

    The theory that stock prices move randomly was earlier proposed by Maurice Kendall in his 1953 paper, The Analysis of Economic Time Series, Part 1: Prices. [4] In 1993 in the Journal of Econometrics , K. Victor Chow and Karen C. Denning published a statistical tool (known as the Chow–Denning test) for checking whether a market follows the ...

  3. Stock market prediction - Wikipedia

    en.wikipedia.org/wiki/Stock_market_prediction

    Fundamental analysis is built on the belief that human society needs capital to make progress and if a company operates well, it should be rewarded with additional capital and result in a surge in stock price. Fundamental analysis is widely used by fund managers as it is the most reasonable, objective and made from publicly available ...

  4. AZFinText - Wikipedia

    en.wikipedia.org/wiki/AZFinText

    This system differs from other systems in that it uses financial text as one of its key means of predicting stock price movement. This reduces the information lag-time problem evident in many similar systems where new information must be transcribed (e.g., such as losing a costly court battle or having a product recall), before the quant can react appropriately.

  5. Statistical finance - Wikipedia

    en.wikipedia.org/wiki/Statistical_finance

    Statistical finance [1] is the application of econophysics [2] to financial markets. Instead of the normative roots of finance , it uses a positivist framework. It includes exemplars from statistical physics with an emphasis on emergent or collective properties of financial markets.

  6. Statistical arbitrage - Wikipedia

    en.wikipedia.org/wiki/Statistical_arbitrage

    In finance, statistical arbitrage (often abbreviated as Stat Arb or StatArb) is a class of short-term financial trading strategies that employ mean reversion models involving broadly diversified portfolios of securities (hundreds to thousands) held for short periods of time (generally seconds to days). These strategies are supported by ...

  7. Candlestick chart - Wikipedia

    en.wikipedia.org/wiki/Candlestick_chart

    A version of a candlestick chart is a hollow candlestick chart, where both fill and color are used to represent different price relationships: [5] Solid candles show that the current close price is less than the current open price. Hollow candles show that the current close price is greater than the current open price.

  8. Event study - Wikipedia

    en.wikipedia.org/wiki/Event_study

    The most common model for normal returns is the 'market model' (MacKinlay 1997). Following this model, the analysis implies to use an estimation window (typically sized 120 days) prior to the event to derive the typical relationship between the firm's stock and a reference index through a regression analysis. Based on the regression ...

  9. Technical analysis - Wikipedia

    en.wikipedia.org/wiki/Technical_analysis

    In 1948, Robert D. Edwards and John Magee published Technical Analysis of Stock Trends which is widely considered to be one of the seminal works of the discipline. It is exclusively concerned with trend analysis and chart patterns and remains in use to the present.