11. Linear Regression

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Materials: Presentation Tasks Solutions Excel Solutions R Videos: Lecture recording Regression in Excel

Introduction

• correlation measures

• dependent and independent random variables

• hypotheses about correlation

• Fisher’s transformation

Testing for significance

• linear models

• estimation of the noise variance

• interval estimations for coefficient

• testing hypothesis about significance

Regression Analysis

• confidence and prediction

• multiple linear regression

• nonlinear regression

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By Petr Nazarov