Definitions
In plain terms
Equal vertical distance in log price represents a ratio-like difference in the original price scale.
Technical
z_i=log(p_i) and the model is z_hat_i = a + b t_i for positive finite prices.
Scope
A log-space line is not interchangeable with an arithmetic-price line.
Formula
z_hat_i = a + b t_i where z_i = log(p_i)z_i=\log p_i,\quad \widehat z_i=a+bt_i| Symbol | Meaning | Unit |
|---|---|---|
p_i | positive pivot price | price |
Output unit: log-price
Examples
- A reviewer computes Log-Price Trendline on a small deterministic fixture and checks timing, units, and boundary behavior before publication.
Common misconceptions
- A log-space line is not interchangeable with an arithmetic-price line.
Concept relationships
Where this concept is used
Tutorials planned
These catalogued topics use this concept, but their complete build has not shipped yet.
- D08-F01-A04 Important
Evidence and governance
- numpy.log NumPy · first party technical publication
Supports: preferred label, short definition, technical definition, formula
Limits: A log transform requires positive finite prices and does not by itself define a financial level.
- sklearn.linear_model.RANSACRegressor scikit-learn · first party technical publication
Supports: preferred label, short definition, technical definition, formula
Limits: This package enumerates every two-point hypothesis for small pivot sets instead of using random sampling.
- Linear Least Squares Regression NIST/SEMATECH · official standard
Supports: preferred label, short definition, technical definition, formula
Limits: A fitted line remains descriptive and is not evidence of a future price path.
- numpy.polyfit NumPy · first party technical publication
Supports: preferred label, short definition, technical definition, formula
Limits: The glossary freezes its own log-space OLS contract, diagnostics, and tie rules.
- Reviewed by
- fintech-builder-batch-011
- Last reviewed
- 2026-08-09
- Next review
- 2027-08-09
- Record status
- evidence reviewed
This record is evidence-reviewed and readable, but not yet promoted to published — it is served noindex,follow and excluded from the sitemap.
