Nonlinear Regression Models
Nonlinear Regression Models
Download this premium online course featuring high-quality video training, step-by-step lessons, practical demonstrations, and expert instruction. With Nonlinear Regression Models, you'll gain practical knowledge through structured learning, hands-on examples, and real-world applications. This comprehensive eLearning resource is ideal for students, professionals, freelancers, and lifelong learners looking to develop valuable skills and stay current with modern industry practices at their own pace.
Released 9/2026
By Nicolae Caprarescu
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 1h 6m 52s | Size: 184.8 MB
Relationships in business and operational data do not always follow a straight line, and choosing too little or too much flexibility can weaken a regression analysis.
Relationships in business and operational data do not always follow a straight line, and choosing too little or too much flexibility can weaken a regression analysis. In this course, Nonlinear Regression Models, you'll gain the ability to recognize nonlinear structure and select regression approaches that represent it clearly. First, you'll explore visual and statistical signals of nonlinearity through an analysis of the estimated cost of generating electricity at potential offshore wind power plant sites. Next, you'll discover how predictor expansion, interactions, and polynomial regression capture complex relationships, and how cross-validation supports degree selection. Finally, you'll learn how extrapolation affects interpretation and how splines and generalized additive models represent flexible relationships. When you're finished with this course, you'll have the skills and knowledge of nonlinear regression modeling needed to choose, evaluate, and interpret models for workplace data.
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