Ementorhub

What you'll learn

Become knowledgeable about the concept of statistical modeling and the basics of statistical inference

Recognize, fit, and interpret a simple linear regression model

Develop intuition to fit and interpret a multiple regression model

Skills you'll gain

Statistical Methods

Correlation Analysis

Data Analysis

Statistical Hypothesis Testing

Predictive Modeling

Statistical Analysis

Probability & Statistics

Statistical Inference

Statistical Modeling

Regression Analysis

There are 3 modules in this course

This course provides learners with a first look at the world of statistical modeling. It begins with a high-level overview of different philosophies on the question of 'what is a statistical model' and introduces learners to the core ideas of traditional statistical inference and reasoning. Learners will get their first look at the ever-popular t-test and delve further into linear regression. They will also learn how to fit and interpret regression models for a continuous outcome with multiple predictors. All concepts taught in this course will be covered with multiple modalities: slide-based lectures, guided coding practice with the instructor, and independent but structured exercises.

Simple Linear Regression

Multiple Linear Regression