Modern Modeling: Linear Mixed Models (LMM) – IITA Training Platform

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Session 1. Data Wrangling

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Session 2. Visualization with ggplot2

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Visualization with ggplot2

Session 3. Experimental Designs: CRD, RCBD, Alpha Lattice and Split plot

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Experimental Designs: CRD, RCBD, Alpha Lattice and Split plot

Session 4. Modern Modeling: Linear Mixed Models (LMM)

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Modern Modeling: Linear Mixed Models (LMM)

Session 5. Genotype × Environment (G×E) Interaction and Stability

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Genotype x Environment (GxE) Interaction and Stability

Session 6. Capstone: Experimental Design & Analysis

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Capstone: Experimental Design & Analysis

Design and Analysis of Agricultural Experiments

Distinguishing between Fixed and Random effects.
Why Mixed Models are replacing traditional ANOVA in modern agricultural science.
Handling missing data and unbalanced designs in multi-year trials.