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Washington State University
- Pullman, WA
- https://sites.google.com/site/santoshshiwakotirp/
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Machine-learning Public
Modeling soil pH of Cook Agronomy Farm using RandomForest and Gradient Boosting, probing with partial dependency plots, and selecting the best performing model
R UpdatedFeb 22, 2021 -
Mixed-model-and-ggplot Public
Fixed and mixed model comparison, creating graphs with error bar in ggplot, arranging multiple graphs in a grid
R UpdatedFeb 19, 2021 -
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Repeated-measure-analysis Public
Repeated measure analysis using Cook Agronomy Farm data
R UpdatedFeb 17, 2021 -
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Inverse Distance Weighting Interpolation of Terrain Attributes, derived from digital elevation model, of Cook Agronomy Farm, Pullman WA
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Stepwise-regression Public
Stepwise regression, influencing variables, and correlation graph with p values
R UpdatedDec 23, 2020 -
Regularized-methods Public
Base saturation percentage determination using shrinkage method. Due to the multicollinearity issue, we chose shrinkage/penalized/regularized regression. Since, we have small number of samples, we …
R UpdatedJun 24, 2020