In this analysis ... forecast values by using different times series and regression, Machine Learning and ensemble algorithms. “To what extent the proposed decision integration strategy able to ...

For example, you can use regression analysis to estimate how the sales of a product depend ... OLS is one among many linear models. Machine learning is a branch of artificial intelligence that ...

Regression analysis is a powerful statistical method that allows you to explore the relationship between one or more variables. It can help you understand how changes in one variable affect ...

Thus, several machine learning ... regression ones. Thus, it is necessary to apply intelligent data mining methods based on accurate forecasting models that can produce highly reliable results in ...

Abstract: Sales forecasting is crucial ... This study conducts a predictive analysis of retail sales using the Citadel POS dataset from 2013 to 2018. Various machine learning techniques, including ...

“The Data Science and Machine Learning Market Study is a progression of our analysis of ... new revenue growth models using AI and machine learning. Marketing, Sales, R&D, and the Business ...

We develop a framework to nowcast (and forecast) economic variables with machine learning techniques. We explain how machine learning methods can address common shortcomings of traditional OLS-based ...