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. This course will cover modern thinking on model selection and novel uses of regression models including scatterplot smoothing.
This course is part of the Data Science Specialization offered through Coursera by Johns Hopkins Bloomberg School of Public Health.