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Plotting geom_smooth with log10 transformation

Visualizing Data with Logarithmic Transformations A Guide to geom smooth in ggplot2 Understanding trends in data is essential for data analysis Sometimes a simp

2 min read 07-10-2024 28
Plotting geom_smooth with log10 transformation
Plotting geom_smooth with log10 transformation

Mixed GAM with zero-inflated poisson distribution in r

Modeling Count Data with Zero Inflation A Guide to Mixed GAMs with Zero Inflated Poisson Distribution in R Count data often characterized by a high number of ze

3 min read 07-10-2024 28
Mixed GAM with zero-inflated poisson distribution in r
Mixed GAM with zero-inflated poisson distribution in r

gam modeling: error in variable specification

GAM Modeling Unraveling the Mystery of Error in Variable Specification Generalized Additive Models GAMs offer a flexible approach to modeling complex relationsh

2 min read 05-10-2024 25
gam modeling: error in variable specification
gam modeling: error in variable specification

Create a logit GAM species prediction raster using Terra

Predicting Species Distribution with a Generalized Additive Model GAM and Terra Understanding the spatial distribution of species is crucial for conservation ef

3 min read 04-10-2024 29
Create a logit GAM species prediction raster using Terra
Create a logit GAM species prediction raster using Terra

Find best predictors using GAM and having separate deviance for each predictor

Unveiling the Best Predictors with GAM A Guide to Individual Deviance Analysis Understanding the Problem Lets say you re working with a complex dataset and want

2 min read 03-10-2024 27
Find best predictors using GAM and having separate deviance for each predictor
Find best predictors using GAM and having separate deviance for each predictor

Extract the effective degrees of freedom (EDF) from a Generalized Additive Model (GAM) applied to an imputed dataset

Extracting Effective Degrees of Freedom EDF from Generalized Additive Models GAM Applied to Imputed Datasets In statistical modeling the Generalized Additive Mo

3 min read 01-10-2024 31
Extract the effective degrees of freedom (EDF) from a Generalized Additive Model (GAM) applied to an imputed dataset
Extract the effective degrees of freedom (EDF) from a Generalized Additive Model (GAM) applied to an imputed dataset

Cannot force legend to bottom in gratia::compare_smooths

Conquering the Legend Placing Legends at the Bottom in gratia compare smooths The gratia compare smooths function in the R package gratia is a powerful tool for

2 min read 30-09-2024 27
Cannot force legend to bottom in gratia::compare_smooths
Cannot force legend to bottom in gratia::compare_smooths

How to visualize GAM fit with a multiple imputed dataset?

Visualizing Generalized Additive Model GAM Fit with Multiple Imputed Datasets Visualizing the fit of a Generalized Additive Model GAM using multiple imputed dat

3 min read 29-09-2024 28
How to visualize GAM fit with a multiple imputed dataset?
How to visualize GAM fit with a multiple imputed dataset?