Definitions
In plain terms
Every pair proposes one possible slope and intercept before consensus is scored.
Technical
For t_i != t_j, the hypothesis passes through (t_i, log p_i) and (t_j, log p_j); pair enumeration is deterministic.
Scope
A minimal pair is a hypothesis, not automatically the winning trendline.
Examples
- A reviewer computes Two-Point Line Hypothesis on a small deterministic fixture and checks timing, units, and boundary behavior before publication.
Common misconceptions
- A minimal pair is a hypothesis, not automatically the winning trendline.
Concept relationships
Related
Required by
Where this concept is used
Evidence and governance
- Random Sample Consensus: A Paradigm for Model Fitting Fischler and Bolles · first party technical publication
Supports: preferred label, short definition, technical definition, formula
Limits: The original applications are image analysis and cartography, not financial trendlines.
- 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.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.
- 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.
