Statistical Modeling Theory Variable Types & Design Matrices (Statistics)

Author: Baturi | 20 January 2022 |

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Statistical Modeling Theory Variable Types & Design Matrices (Statistics)

The first part of the book lists16 types of variablesthat appear in statistics, and these types can apply to predictor or response variables.
The second part works through example data sets using the R programming language, covering different combinations of predictor and response types.
In the final part of the book, various predictor types are used to illustrate how their information is encoded as a matrix. Seeing thisdesign matrixis helpful for understanding how computers fit statistical models to data.
Part 1 - Statistical Modeling Theory
Part 2 - Model Fitting Examples
Part 3 - Summary of Statistical Modeling
Part 4 - Design Matrices

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