Analytics

StarMine Analyst Revisions Model

An overview of StarMine Analyst Revisions Model

The StarMine Analyst Revisions Model (ARM) is a security-ranking model that looks at revisions to sell-side analysts’ estimates of earnings, revenue, and earnings before interest, taxes, depreciation, and amortization (EBITDA), as well as changes in the buy/hold/sell recommendations of those analysts. The model incorporates more accurate earnings estimates through StarMine’s proprietary SmartEstimate earnings prediction service.

ARM is a percentile (1-100) ranking of stocks based on changes in analyst sentiment, with 100 representing the highest rank. It is highly predictive of relative price movement and is effective across stocks in each capitalization category, investment style, and market sector.

Key Facts 

  • Geographical coverage
    Global
  • History
    From 1995
  • Data format
    CSV
    JSON
    Python
    SQL
    Text
    User Interface
    XML
  • Delivery mechanism
    API
    Cloud
    Deployed/Onsite Servers
    Desktop
    Excel
    FTP
    SFTP
  • Data frequency
    Continuous
    Daily & Hourly

Features & Benefits

What you get with StarMine Analyst Revisions Model

  • ARM improves upon basic EPS-only revision models by incorporating proprietary inputs and a unique blend of several factors.
  • ARM intelligently blends both EPS and non-EPS factors and leverage StarMine’s SmartEstimates and Predicted Surprises.
  • ARM uses a dynamic weighting scheme that is driven by company profitability and relative analyst coverage.
  • ARM incorporates changes in buy/sell recommendations and looks at revisions over multiple time horizons.
  • Our research has shown that past revisions are highly predictive of future revisions, which in turn are highly correlated to stock price movements.

How it works

Accessing the dataset

This dataset can be used by the following products. Talk to us to learn more about different packages and offerings.

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