article thumbnail

What is ARIMAX Forecasting and How is it Used for Enterprise Analysis?

Smarten

This article looks at the ARIMAX Forecasting method of analysis and how it can be used for business analysis. What is ARIMAX Forecasting? This method is suitable for forecasting when data is stationary/non stationary, and multivariate with any type of data pattern, i.e., level/trend /seasonality/cyclicity.

article thumbnail

What is Multiple Linear Regression and How Can it be Helpful for Business Analysis?

Smarten

To better understand multiple linear regression, let’s look at one such analysis of independent variables: Temperature and Humidity, and a target variable (yield). How Can Multiple Linear Regression Be Helpful for Business Analysis? Use Case – 1. About Smarten.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Augmented Analytics Algorithms and Techniques: Learning for Citizen Data Scientists

Smarten

This twenty-four (24) article series includes: Naïve Bayes Classification: What is Naïve Bayes Classification and How is it Used for Enterprise Analysis? Use Case(s): Weather Forecasting, Fraud Analysis and more. Use Case(s): Market Basket Analysis, Frequently Bundled Products and more.

article thumbnail

What is Advanced Analytics and What Are the Benefits of Advanced Analytics?

Smarten

Advanced analytics tools allow for better predictive analytics and provide insight into change as it is taking place, so businesses can be more responsive and forecasts and plans will be more accurate. When an enterprise chooses to implement self-serve Advanced Analytics, it encourages user empowerment and user adoption.