Stepwise regression predicts Arctic sea-ice extent with high accuracy

Under the influence of global warming, the Arctic is transitioning from a state dominated by multi-year thick ice to a "New ...
IEEE

Pet Industry Analysis Based on Multiple Linear Regression and ARIMA Models

This paper systematically analyzes the market dynamics of the pet industry in China and globally based on multiple linear regression and ARIMA models. First, for the Chinese market, this paper ...
How-To Geek on MSN

How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can ...
How-To Geek on MSN

I Use Python, but I’m Learning R and the Tidyverse for Data Analysis Too

I 'm a big fan of Python for data analysis, but even I get curious about what else is available. R has long been the go-to ...
IEEE

Stock Price Forecasting using Machine Learning: A Comparative Study of Stacked LSTM, ARIMA, and Linear Regression

Abstract: In this study, we compare the stock prediction performance of stacked LSTM, ARIMA, and linear regression models. Our objective is to determine which model ...