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RAISINS-INDIRECT SELECTION INDICES Module


Discover R A I S I N S (R & AI Solutions in INferential Statistics) - your ultimate tool for mastering the Indirect Selection Indices! Effortlessly upload your data and unlock instant, polished tables of selection coefficients, variance components, heritability, and ranked genotypes. Dive deeper with intuitive visualisations of index scores, coefficient magnitudes, heritability and GCV/PCV patterns. Get expected genetic gain and relative efficiency at your chosen selection intensity, backed by automated interpretations. Transform complex multi-trait breeding stats into clear, actionable selection decisions with ease!


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Indirect Selection Indices



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Developed by
Team RAISINS, STATOBERRY LLP
Author: Chief Statistician
© All rights reserved to STATOBERRY LLP


If your dataset is correctly formatted for Indirect Selection Index, the results will appear shortly. Please wait while the analysis is being performed.
















Index Ranking
Coefficients
Heritability
Variance Components

Genotype Ranking by Selection Index Score


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Download Ranking Plot

Selection Index Coefficients


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Download Coefficients Plot

Heritability (h²) per Trait


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Download Heritability Plot

GCV% and PCV% by Trait


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Download GCV/PCV Plot

Genetic and Phenotypic Variance Components


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Download Variance Components Plot







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Download Scree Plot




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Download Biplot




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Download IndexPlot1


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Download IndexPlot2




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RA-One


CSV data file creator









This is a user-friendly platform where you can generate CSV files in the required format for analysis which can be used to upload and perform analysis.

Enter the number of Genotypes, replications, and response variables you want to work with in the sidebar panel. Upon submission, users can view a model format in the main panel, where you can input the responses by clicking in the cell.

Also, in the data frame generated automatically in the Data entry panel you can simply copy observations directly from Excel and paste using Ctrl+V.

After completion of data entry download the CSV file and upload in the analysis tab and complete your analysis.

This is designed to make data entry and manipulation more efficient and straightforward, which saves users time and effort. Try this now and experience a faster and more convenient way of handling your data!



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