TY  - BOOK
AU  - Montgomery,Douglas C.
AU  - Peck,Elizabeth A.
AU  - Vining,G.Geoffrey
TI  - Introduction to linear regression analysis
T2  - Wiley series in probability and statistics
SN  - 9781119578727
AV  - QA278.2 .M66 2021
U1  - 519.5/36 23
PY  - 2021///
CY  - Hoboken, New Jersey
PB  - Wiley
KW  - Regression analysis
N1  - Includes bibliographical references and index; Introduction -- Simple linear regression --Multiple linear regression -- Model adequacy checking -- Transformations and weighting to correct model inadequacies -- Diagnostics for leverage and influence -- Polynomial regression models -- Indicator variables -- Multicollinearity -- Variable selection and model building -- Validation of regression models -- Introduction to nonlinear regression -- Generalized linear models -- Regression analysis of time series data --- Other topics in the use of regression analysis
N2  - "In statistics, linear regression is a linear approach to modelling the relationship between a scalar response and one or more explanatory variables. A linear regression model attempts to explain the relationship between two or more variables using a straight line."--
ER  -