Axiomata

Axiomata

Analysis of BTC Price Using Log-Log Regression and RANSAC

Scientific Report for Scientists that Science

Nick's avatar
Nick
May 21, 2024
∙ Paid

Abstract

This report investigates the adequacy and appropriateness of using a log-log regression model to predict Bitcoin (BTC) prices. The popular and so called “time power law” model for Bitcoin price is recreated using the RANSAC (RANdom SAmple Consensus) method is employed to fit the regression model, and the Ramsey RESET test is applied to detect mo…

Keep reading with a 7-day free trial

Subscribe to Axiomata to keep reading this post and get 7 days of free access to the full post archives.

Already a paid subscriber? Sign in
© 2025 Nick
Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture