Not all MMM tools are equal: Meridian, Robyn, Orbit, and Prophet explained

These open-source MMM tools solve different measurement problems, from budget optimization to forecasting and preprocessing.
IEEE

An Effective Summary Preprocessing Method for Time Series Forecasting With Multiple Temporal Granularities

Abstract: Time-series forecasting plays a pivotal role in decision-making. Recently, as deep learning models have shown exceptional performance in time-series forecasting, research in the field of ...
IEEE

SparseTSF: Lightweight and Robust Time Series Forecasting via Sparse Modeling

Abstract: This paper introduces SparseTSF, a novel and extremely lightweight method for Long-term Time Series Forecasting (LTSF), designed to address the challenges of modeling complex temporal ...
GitHub

Supply Chain Forecasting System

A) Retail/E-commerce inventory (forecasting product demand for stores or online sales) B) Manufacturing raw materials (forecasting material needs for production) C) Distribution/logistics (forecasting ...
GitHub

RoryQo/FRED-Timeseries-Analysis-Package

In order to fetch data from the FRED database, you must obtain a free FRED API key. FRED-Timeseries-Analysis-Package/ │ ├── fred_quincast/ <- the code folder (same name as PyPI project) │ ├── __init__ ...
The New York Times

Want to Know Where the Market Is Going? Don’t Trust This, or Any, Forecast.

Wall Street stock gurus are making predictions again. Our columnist got into the game with a number he doesn’t believe. By Jeff Sommer Jeff Sommer writes Strategies, a weekly column on markets, ...