Scinovex
Physical Sciences → Mathematics → Statistics and Probability

Statistical Methods and Applications

This cluster of papers focuses on the application of multivariate analysis in statistical research, covering topics such as principal component analysis, regression analysis, machine learning, model selection, and overfitting. It explores various statistical modeling techniques and data reduction methods to analyze complex relationships within multidimensional datasets.

35.9K works worldwide419.9K citations
Multivariate AnalysisPrincipal Component AnalysisRegression AnalysisMachine LearningStatistical ModelingData ReductionCluster AnalysisDiscriminant AnalysisModel SelectionOverfitting

Journals publishing in this area

1Technometrics cover
Technometrics
ISSN 0040-1706329 articles in this topic
500h-index
2Biometrics cover
Biometrics
ISSN 0006-341X180 articles in this topic
404h-index