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Jabulente / Compact-Letter-Display-CLD-Post-Hoc-Test-Grouping-Visualization

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This repository demonstrates how to create Compact Letter Displays (CLDs) in Python following ANOVA and Tukey HSD tests, and how to generate publication-ready tables for summarizing statistics and drawing statistical inferences from datasets.

python machine-learning statistics research ai exploratory-data-analysis inferential-statistics hypothesis-testing anova tables cld compact-letter-display compact-letters-display turkey-hsd
  • Updated Jul 10, 2025
  • Jupyter Notebook

Jabulente / Impact-of-Fertilizers-on-Maize-Growth-and-Yield

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A data-driven analysis of the impact of different fertilizers on maize growth and yield, using statistical methods and visualizations to evaluate performance and optimize agricultural practices.

python machine-learning statistics ai agriculture data-driven hypothesis-testing descriptive-statistics anova agronomy maize-crops effect-size cld real-world-project post-hoc-analysis fertilizer-recommendation compact-letter-display
  • Updated Jul 8, 2025
  • Jupyter Notebook

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