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- 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
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Geographical coverageGlobal
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HistoryFrom 1995
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Data formatCSVJSONPythonSQLTextUser InterfaceXML
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Delivery mechanismAPICloudDeployed/Onsite ServersDesktopExcelFTPSFTP
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Data frequencyContinuousDaily
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.
Refinitiv Data Platform
- Data Formats:
- JSON
- Delivery Mechanisms:
- API
- Service Frequencies:
- Daily
Eikon
- Data Formats:
- CSV
- XML
- JSON
- User Interface
- Python
- Delivery Mechanisms:
- API
- Desktop
- Excel
- Service Frequencies:
- Real time
- Real time delayed
Refinitiv Quantitative Analytics
- Data Formats:
- SQL
- Delivery Mechanisms:
- Deployed/Onsite Servers
- Cloud
- Service Frequencies:
- Real time
- Real time delayed
LSEG Workspace
- Data Formats:
- CSV
- XML
- JSON
- User Interface
- Python
- Delivery Mechanisms:
- API
- Desktop
- Excel
- Service Frequencies:
- Daily
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