real analysis

Regression Analysis

Course Description

This course covers regression analysis, least squares and inference using regression models. Special cases of the regression model, ANOVA and ANCOVA will be covered as well. Analysis of residuals and variability will be investigated. The course will cover modern thinking on model selection and novel uses of regression models including scatterplot smoothing.

Course Objective

This course if offered Courtsey NPTEL and covers topics of Regression Analysis Point Estimation: Parametric point estimation, unbiasedness, consistency, efficiency,

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