Introduction to Regression Modeling with R (Preliminary Edition)

Introduction to Regression Modeling with R (Preliminary Edition)
Author : Adam G. Petrie
Publisher :
Total Pages : 330
Release : 2015-12-28
ISBN 10 : 1516554280
ISBN 13 : 9781516554287
Language : EN, FR, DE, ES & NL

The primary goal of Introduction to Regression Modeling with R is to help students understand the types of questions regression models can and cannot answer and how to answer them. Students will become familiar with fitting both simple and complex models using R. The text stresses model interpretation rather than tedious algebra or mathematics since R calculates almost all relevant numbers. Equations are presented to help flesh out the "why" behind various aspects of modeling and to provide additional insights into how regression models work. Introduction to Regression Modeling with R includes numerous examples and sections not featured in earlier editions, and R code is visible throughout the book. A custom R package accompanies the text and was written to aid in regression model building and interpretation. This text is intended for those studying for professions that make use of large and potentially complex datasets arising observational studies, particularly in the fields of business and social science.

Introduction to Regression Modeling with R (Preliminary Edition)
Language: en
Pages: 330
Authors: Adam G. Petrie
Categories:
Type: BOOK - Published: 2015-12-28 - Publisher:

The primary goal of Introduction to Regression Modeling with R is to help students understand the types of questions regression models can and cannot answer and
Introduction to Time Series Analysis and Forecasting
Language: en
Pages: 672
Authors: Douglas C. Montgomery
Categories: Mathematics
Type: BOOK - Published: 2015-03-30 - Publisher: John Wiley & Sons

Praise for the First Edition "…[t]he book is great for readers who need to applythe methods and models presented but have little background inmathematics and
Rank-Based Methods for Shrinkage and Selection
Language: en
Pages: 480
Authors: A. K. Md. Ehsanes Saleh
Categories: Mathematics
Type: BOOK - Published: 2022-04-12 - Publisher: John Wiley & Sons

Rank-Based Methods for Shrinkage and Selection A practical and hands-on guide to the theory and methodology of statistical estimation based on rank Robust stati
Bilinear and Trilinear Regression Models with Structured Covariance Matrices
Language: en
Pages: 36
Authors: Joseph Nzabanita
Categories: Matrices
Type: BOOK - Published: 2015-05-21 - Publisher: Linköping University Electronic Press

This thesis focuses on the problem of estimating parameters in bilinear and trilinear regression models in which random errors are normally distributed. In thes
A Primer on Experiments with Mixtures
Language: en
Pages: 372
Authors: John A. Cornell
Categories: Mathematics
Type: BOOK - Published: 2011-09-26 - Publisher: John Wiley & Sons

The concise yet authoritative presentation of key techniques for basic mixtures experiments Inspired by the author's bestselling advanced book on the topic, A P
Time Series Analysis and Its Applications
Language: en
Pages: 576
Authors: Robert H. Shumway
Categories: Mathematics
Type: BOOK - Published: 2006-10-12 - Publisher: Springer Science & Business Media

The second edition marks a substantial change to the ?rst edition. P- haps the most signi?cant change is the introduction of examples based on the freeware R pa
Bayesian Analysis of Stochastic Process Models
Language: en
Pages: 320
Authors: David Insua
Categories: Mathematics
Type: BOOK - Published: 2012-04-02 - Publisher: John Wiley & Sons

Bayesian analysis of complex models based on stochastic processes has in recent years become a growing area. This book provides a unified treatment of Bayesian
Foundations of Linear and Generalized Linear Models
Language: en
Pages: 480
Authors: Alan Agresti
Categories: Mathematics
Type: BOOK - Published: 2015-01-15 - Publisher: John Wiley & Sons

A valuable overview of the most important ideas and results in statistical modeling Written by a highly-experienced author, Foundations of Linear and Generalize
Theory of Preliminary Test and Stein-Type Estimation with Applications
Language: en
Pages: 656
Authors: A. K. Md. Ehsanes Saleh
Categories: Mathematics
Type: BOOK - Published: 2006-04-28 - Publisher: John Wiley & Sons

Theory of Preliminary Test and Stein-Type Estimation withApplications provides a com-prehensive account of the theory andmethods of estimation in a variety of s
Energy Research Abstracts
Language: en
Pages:
Authors:
Categories: Power resources
Type: BOOK - Published: 1987 - Publisher: