Lectures

Categorical Data

Provides an overview descriptive statistics and data visualization techniques for categorical data.

Data Generating Process

Provide a Brief Introduction of Data, Study Design, and the Data Generating Process.

Distribution Functions

Inference

Begins the discussion on Inference.

Inference with Linear Regression

Begins the discussion for linear regression.

Inference with Linear Regression

Begins the discussion for linear regression.

Inference with Logistic Regression

Begins the discussion on inference for logistic and Poisson regression.

Inference with Logistic and Poisson Regression

Begins the discussion on inference for logistic and Poisson regression.

Logistic Regression

Multivariable Linear Regression

Continues the discussion with multi linear regression.

Numerical Data

Provides an overview descriptive statistics and data visualization techniques for numerical data.

Sampling Distribution

Simple Linear Regression

Begins the discussion for linear regression.

Statistical Inference

Statistical Inference

Statistics

A Math? A Science? An Art? Or Something Else?

Isaac Quintanilla Salinas