Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.
#计算机科学#Some examples of using bsts (Bayesian Structural Time Series) to build causal impact models
Causal Impact の理解と誤解
A replication of the paper "Democratization and Economic Output in Sub-Saharan Africa".
The Causal Impact model lets you examine ecommerce and marketing time series data to understand whether changes have led to a statistically significant performance improvement. Here's how to use PyCau...
#时序数据库#An R package offering quick and easy prototyping for non-causal impact analysis.
#计算机科学#Accurate Retail Sales Forecasting using Machine Learning, Causal Impact Analysis, and Explainable AI (SHAP). Full end-to-end pipeline for predicting Rossmann daily sales and quantifying promotion effe...