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Statistical Modeling Theory Variable Types Design Matrices Christopher Panaretos

  • SKU: BELL-38215460
Statistical Modeling Theory Variable Types Design Matrices Christopher Panaretos
$ 31.00 $ 45.00 (-31%)

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Statistical Modeling Theory Variable Types Design Matrices Christopher Panaretos instant download after payment.

Publisher: Christopher Panaretos
File Extension: PDF
File size: 7.17 MB
Pages: 112
Author: Christopher Panaretos
ISBN: 9798565532029, 856553202X
Language: English
Year: 2024

Product desciption

Statistical Modeling Theory Variable Types Design Matrices Christopher Panaretos by Christopher Panaretos 9798565532029, 856553202X instant download after payment.

This book briefly explains how statistical models are applied to data sets. The first part of the book lists 16 types of variables that 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 this design matrix is 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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