Statistical Modeling Theory: Variable Types & Design Matrices
Christopher Panaretos
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
หมวดหมู่:
ปี:
2024
สำนักพิมพ์:
Christopher Panaretos
ภาษา:
english
จำนวนหน้า:
112
ISBN 10:
856553202X
ISBN 13:
9798565532029
ไฟล์:
PDF, 7.17 MB
IPFS:
,
english, 2024