ANOVA

Below are some use cases of Isalos Analytics Platform in ANOVA applications. Each case study is accompanied by:

A Manual User Guide report, providing a detailed, step-by-step description of the methodology and results, and
the corresponding Isalos workflow file, enabling full reproducibility and hands-on execution of the analysis within the platform.

Global Surface Temperatures (`One-Way ANOVA`)

Smart Home Energy Consumption (`One-Way ANOVA`)

Manufacturing Process Optimization (`One-Way ANOVA`)

Sepal length (`One-Way ANOVA`)

Screen Time analysis (`Two Way ANOVA`)

Apparent Temperatures based on Wind Speed and Humidity (`Two Way ANOVA` & `Factorial ANOVA`)

Medical costs (`Two Way ANOVA` & `Factorial ANOVA`)

Use of AI in Population Demographics (`Factorial ANOVA`)

BMI Measurement (`Factorial ANOVA`)

Housing Prices (`Factorial ANOVA`)

Advertisement Rating (`Mixed ANOVA`)

California Oceanic Fisheries (`Repeated Measures ANOVA`)

Car Price Prediction (`ANCOVA`)

Predicting Chronic Disease Risk (`MANCOVA`)

Heart Failure Prediction (`MANCOVA`)

Parkinson’s Disease (`ANCOVA`)

Predicting Academic Performance (`MANOVA`)

Wine Tasting Ratings (`Repeated Measures ANOVA`)