Module 3: Data, Models, and Association
In this module, we start looking what statisticians mean when they talk about data, models, and associations.
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Lecture Notes
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Data
Mathematical Models
Statistical Models
Linear Models
Linear Correlation
Pearson Correlation Properties
Correlation is Not Causation… But still is correlation
Non-linear correlation
Kendall’s correlation
Transformations to create linear relationships
We will revisit this later in the course…