US Geological Survey

Regional Regression Equations Based on Channel-Width Characteristics to Estimate Peak-Flow Frequencies at Ungaged Sites in Montana Using Data through Water Year 2011

These formulas, known as regression equations, use the width of a river or stream channel to predict the size and frequency of peak flows. This information could help MDT design roads and bridges that ...

Can you discover mathematical formulas from data? Let's try symbolic regression with Python

Machine learning is often used to predict future values from data. But what if, instead of just predictions, you could ...
techtarget

What is linear regression?

Linear regression is a statistical technique that identifies the relationship between the mean value of one variable and the corresponding values of one or more other variables. By understanding the ...
US Geological Survey

Data Files for the Development of Regression Equations for the Estimation of the Magnitude and Frequency of Floods at Rural, Unregulated Gaged and Ungaged Streams in Puerto ...

USGS Organization Caribbean-Florida Water Science Center - Tampa, FL Office ...

I Don't Understand Ridge Regression! Learning from Linear Regression with Manual Calculations

While doing machine learning, I learned that there is a machine learning method called ridge regression. I feel like I understand it somewhat, but it also feels like I don't really get it. Therefore, ...
Harvard Business School

Using Regression Analysis to Estimate Time Equations

Martinez-Jerez, Francisco de Asis, and Ariel Andres Blumenkranc. "Using Regression Analysis to Estimate Time Equations." Harvard Business School Background Note 111-001, September 2010. (Revised ...