Search results
-
-
Title
-
Beyond the PCA : a comprehensive review of dimension reduction techniques
-
Author
-
Kenjale, Tanmay
-
Date Created
-
2022
-
Subjects--Topical
-
Statistics, Dimension reduction (Statistics), Regression analysis
-
Description
-
Regression analysis is a key tool in modeling the relationship between predictor variables and the conditional mean of the response variable. However, as the number of predictors increases, existing estimation methods become challenging. Dimension...
-
-
Title
-
In search of a predictive model for aflatoxin insurance claims based on temperature data
-
Author
-
German-Jimenez, Fausto, Terejanu, Gabriel
-
Date Created
-
2022
-
Subjects--Topical
-
Computer science, Machine learning, Statistics, Agriculture
-
Description
-
Aflatoxin is a carcinogenic product of mold that affects thousands of corn-producing farms in the United States every year, so being able to predict when a county will have compromising aflatoxin levels could be beneficial for insurance companies....