Regression Analysis NPTEL
Online Free Online Course by
World Mentoring Academy
Online
/ Free Online Course
Details
Simple linear regression, multiple linear regression, model adequacy checking, transformations and weighting to correct model inadequacies, diagnostics for leverage and influence. Polynomial regression models, orthogonal polynomials. dummy variables, variable
selection and model building, multicollinearity. Nonlinear regression.
Generalized linear models, autocorrelation, measurement errors, calibration problem, bootstrapping.
Generalized linear models, autocorrelation, measurement errors, calibration problem, bootstrapping.
Resources: OpenCourseware from NPTEL (India), Sheridan College, MIT, UC Berkeley, Stanford & many other of the World's finest University's.
Language: English
Professors: Michael Williams
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World Mentoring Academy is offering FREE Open Courseware. Setup a free user account & select courses with video lectures, Syllabus, Free textbooks when avail., assignments/homework, testing from MIT, Harvard, UC Berkeley, Stanford, U of Mich, Yale along with many of the World's finest University's (700+courses/24-48+ Lectures)