Lasso Regression

• Lasso Regression and Quick Tab
  
• Sequence, Association and Link Analysis Module Overview
  The Sequence, Association and Link Analysis (SAL) module is an implementation of several state-of-the-art techniques specifically designed for extracting rules from data sets (databases) that can be generally characterized as "market baskets."
• Machine Learning Program Overview
  STATISTICA Machine Learning provides a number of advanced statistical methods for handling regression and classification tasks with multiple dependent and independent variables. These methods include Support Vector Machines (SVM) for regression and classification, Naive Bayes for classification, and K-Nearest Neighbors (KNN) for regression and classification. Detailed discussions of these techniques can be found in Hastie, Tibshirani, & Freedman (2001); a specialized comprehensive introduction to support vector machines can also be found in Cristianini and Shawe-Taylor (2000).

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