Spatial Shrinkage Prior: A Probabilistic Approach to Model for Categorical Variables with Many Levels

Mathematics

• Probabilistic Approach 100%
• Shrinkage 90%
• Penalized Regression 54%
• Coefficient 40%
• Prior distribution 40%
• Uncertainty 33%
• Overfitting 27%
• Categorical variable 25%
• Variable Selection 20%
• Regression Coefficient 20%
• Linear Regression Model 19%
• Assign 19%
• Bayesian Approach 19%
• Penalty 18%
• Predictors 18%
• Independence 17%
• Covariates 16%
• Regression Model 16%
• Evaluate 16%
• Optimization 15%
• Simulation Study 14%
• Statistics 13%
• Model 13%
• Alternatives 12%
• Term 10%
• Zero 10%

Engineering & Materials Science

• Uncertainty 25%
• Linear regression 20%
• Statistics 15%