Discover R A I S I N S (R & AI Solutions in INferential Statistics) - your ultimate tool for performing Discriminant Function Analysis (DFA) with ease! Simply upload your dataset and classify observations into known groups based on their predictor variables. Uncover which variables best separate your groups, evaluate classification accuracy, and explore patterns through interactive visualizations such as discriminant score plots, decision boundary plots, partition plots, pairwise scatterplot matrices, and discriminant function histograms. Examine group means, prior probabilities, classification performance, and covariance homogeneity with publication-ready outputs and intelligent interpretation. Transform complex multivariate data into clear, actionable insights with powerful visualization and smart analytics!
Hey! Before proceeding, you can freely explore the app using our built-in datasets. You will love it!.
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Need any assistance or statistical support? Our team will be happy to arrange a free online meeting to guide you through the app and clarify your questions. RAISINS is designed to be simple-just upload your data and click Run.
Run the DFA analysis on the Analysis.Results tab first, then come back here to classify new data.
This is a user-friendly platform where you can generate CSV files for Discriminat Function Analysis.
Enter the number of variables and observations in the sidebar panel. Upon submission, a table will appear in the main panel, where you can enter data.
After entering data, download the CSV file and upload it in the analysis tab for Analysis.
This tool simplifies data entry and manipulation for efficient analysis.