Applications of Linear Regression Algorithm

PPT - Linear Regression Algorithm | Linear Regression in Python | Machine Learning Algorithm | Edureka PowerPoint Presentation - ID:8249135

. Linear regression is an algorithm that is commonly used to interpret numerical data (see section A.33). Assume that we have N pairs of measurements xj and yi for variables x and y. The underlying linear relationship between these tao variables is corrupted by measurement noise R : y=a x b R The linear regression algorithm estimates the best fit for model parameters a and b from available data: a=(N ∑i=1^N xi yi-∑i=1^N xi ·∑i=1^N yi)/(N ∑i=1^N xi^2-(∑i=1^N xi)^2) b=(∑i=1^N y1 ·∑i=1^N

Linear Regression - Problems with Solutions

Problem Solving Using Linear Regression: Steps & Examples