Introduction to linear regression analysis

By:

Montgomery, Douglas C

Contributor(s):

Material type: Text

TextSeries: Wiley series in probability and statisticsPublication details: Singapore; John Wiley & sons, 2004.Edition: 3rdDescription: xvi,641ISBN:

9789812530240
981253024X

Subject(s):

DDC classification:

519.536 MON-I

Summary: This book provides a comprehensive introduction to the theory and application of regression analysis. It covers simple and multiple linear regression, model adequacy checking, transformations and weighting, regression diagnostics, polynomial regression, indicator variables, multicollinearity, variable selection and model building, robust regression, nonlinear regression, generalized linear models, and validation of regression models.

Item type: Books and Monographs

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Holdings
Item type	Current library	Home library	Call number	Materials specified	Status	Date due	Barcode
Books and Monographs	Central Library, NIT Jalandhar Reference	Central Library, NIT Jalandhar	519.536 MON-I (Browse shelf(Opens below))		Available		85718

This book provides a comprehensive introduction to the theory and application of regression analysis. It covers simple and multiple linear regression, model adequacy checking, transformations and weighting, regression diagnostics, polynomial regression, indicator variables, multicollinearity, variable selection and model building, robust regression, nonlinear regression, generalized linear models, and validation of regression models.

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