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Nonspatial Statistical Modeling of Plant Diversity

Thomas J. Stohlgren

in Measuring Plant Diversity: Lessons from the Field

Published in print:
2006
Published Online:
September 2007
ISBN:
9780195172331
eISBN:
9780199790395
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195172331.003.0013
Subject:
Biology, Plant Sciences and Forestry

This chapter presents selected examples of non-spatial statistical modeling of plant diversity including correlation and simple regression, multiple regression, path coefficient analysis, canonical ... More


A Multivariate Approach to Continuity, Contact, and Leveling

Ricardo Otheguy and Ana Celia Zentella

in Spanish in New York: Language Contact, Dialectal Leveling, and Structural Continuity

Published in print:
2012
Published Online:
January 2012
ISBN:
9780199737406
eISBN:
9780199918621
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199737406.003.0007
Subject:
Linguistics, Sociolinguistics / Anthropological Linguistics

Grouping categories are reconceptualized as independent variables. Pronoun rate is the dependent variable. The need for multivariate regression analysis is explained. The independent variables are ... More


The life course plot in life course analysis

Tim Cole

in Epidemiological Methods in Life Course Research

Published in print:
2007
Published Online:
September 2009
ISBN:
9780198528487
eISBN:
9780191723940
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198528487.003.0006
Subject:
Public Health and Epidemiology, Public Health, Epidemiology

This chapter considers the life course in the context of an outcome in later life as related to early growth status, where each subject is assumed to have been measured as a child at two or more ... More


Bivariate and Multivariate Linear Regression Analysis

Karen A. Randolph and Laura L. Myers

in Basic Statistics in Multivariate Analysis

Published in print:
2013
Published Online:
May 2013
ISBN:
9780199764044
eISBN:
9780199332533
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199764044.003.0005
Subject:
Social Work, Research and Evaluation

Chapter 5 provides a description of bivariate and multiple linear regression analysis. The chapter begins with a description of the basic statistics that are important in linear regression analysis ... More


Relating Citizenship Rights and Social Movements over Time

Joe Foweraker and Todd Landman

in Citizenship Rights and Social Movements: A Comparative and Statistical Analysis

Published in print:
2000
Published Online:
October 2011
ISBN:
9780199240463
eISBN:
9780191696831
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199240463.003.0006
Subject:
Political Science, Comparative Politics

This chapter turns to the relationship between rights and social movements, and deploys a variety of quantitative methods in order to examine this relationship both within and across cases. These ... More


Multiple Regression

M. Hashem Pesaran

in Time Series and Panel Data Econometrics

Published in print:
2015
Published Online:
March 2016
ISBN:
9780198736912
eISBN:
9780191800504
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198736912.003.0002
Subject:
Economics and Finance, Econometrics

This chapter extends the bivariate regression model discussed in Chapter 1 to the case where more than one variable is available to explain/predict y, the dependent variable. The topic is known as ... More


Regression

Peter Miksza and Kenneth Elpus

in Design and Analysis for Quantitative Research in Music Education

Published in print:
2018
Published Online:
March 2018
ISBN:
9780199391905
eISBN:
9780199391943
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199391905.003.0010
Subject:
Music, Theory, Analysis, Composition, Performing Practice/Studies

This chapter presents the logic and technique of analyzing data using simple linear regression and multiple linear regression. Regression is a remarkably versatile statistical procedure that can be ... More


Postlude: models and data

M. D. Edge

in Statistical Thinking from Scratch: A Primer for Scientists

Published in print:
2019
Published Online:
October 2019
ISBN:
9780198827627
eISBN:
9780191866463
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198827627.003.0013
Subject:
Biology, Biomathematics / Statistics and Data Analysis / Complexity Studies

Becoming a well-rounded data analyst requires more than the skills covered in this book. This postlude sketches some ways in which the types of thinking covered here can be extended to real problems ... More


Extracting brain connectivity

Christian Büchel and Karl Friston

in Functional Magnetic Resonance Imaging: An Introduction to Methods

Published in print:
2001
Published Online:
March 2012
ISBN:
9780192630711
eISBN:
9780191724770
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780192630711.003.0016
Subject:
Neuroscience, Techniques

This chapter shows that new methods for measuring effective connectivity allow us to characterize the interactions between brain regions which underlie the complex interactions among different ... More


Basic Concepts and Assumptions

Patrick Dattalo

in Analysis of Multiple Dependent Variables

Published in print:
2013
Published Online:
May 2013
ISBN:
9780199773596
eISBN:
9780199332564
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199773596.003.0001
Subject:
Social Work, Research and Evaluation

This chapter begins with an introduction to multivariate procedures, which allow social workers and other human services researchers to analyze multidimensional social problems and interventions in ... More


Multiple regression and nonlinear models

Andrew Gelman and Deborah Nolan

in Teaching Statistics: A Bag of Tricks

Published in print:
2017
Published Online:
September 2017
ISBN:
9780198785699
eISBN:
9780191827518
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198785699.003.0010
Subject:
Mathematics, Educational Mathematics

This chapter covers multiple regression and links statistical inference to general topics such as lurking variables that arose earlier. Many examples can be used to illustrate multiple regression, ... More


Choosing among Procedures for the Analysis of Multiple Dependent Variables

Patrick Dattalo

in Analysis of Multiple Dependent Variables

Published in print:
2013
Published Online:
May 2013
ISBN:
9780199773596
eISBN:
9780199332564
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199773596.003.0006
Subject:
Social Work, Research and Evaluation

This chapter summarizes similarities and differences between multivariate analysis of variance (MANOVA), multivariate analysis of covariance (MANCOVA), multivariate multiple regression (MMR), and ... More


Regression models

Bendix Carstensen

in Epidemiology with R

Published in print:
2020
Published Online:
January 2021
ISBN:
9780198841326
eISBN:
9780191876936
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198841326.003.0005
Subject:
Biology, Biomathematics / Statistics and Data Analysis / Complexity Studies, Disease Ecology / Epidemiology

This chapter evaluates regression models, focusing on the normal linear regression model. The normal linear regression model establishes a relationship between a quantitative response (also called ... More


Applied Multiple Regression Analysis in Cross-Cultural Comparisons

Thanh V. Tran and Keith T. Chan

in Applied Cross-Cultural Data Analysis for Social Work

Published in print:
2021
Published Online:
September 2021
ISBN:
9780190888510
eISBN:
9780190888527
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780190888510.003.0004
Subject:
Social Work, Crime and Justice, Communities and Organizations

This chapter focuses on the application of multiple regression analysis in cross-cultural comparisons using the Stata statistical package. We explain the assumptions and uses of multiple regression ... More


Statistics

James Carr

in An Introduction to Clinical Research

Published in print:
2011
Published Online:
November 2020
ISBN:
9780199570072
eISBN:
9780191917868
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199570072.003.0013
Subject:
Clinical Medicine and Allied Health, Clinical Medicine

Here, we’ll attempt to provide an introduction to what statistics are, some key concepts, and some of the more common tests used in clinical research. It is not a definitive chapter—whole books ... More


Classical Statistics

James B. Elsner and Thomas H. Jagger

in Hurricane Climatology: A Modern Statistical Guide Using R

Published in print:
2013
Published Online:
November 2020
ISBN:
9780199827633
eISBN:
9780197563199
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199827633.003.0006
Subject:
Earth Sciences and Geography, Meteorology and Climatology

All hurricanes are different. Statistics helps you characterize hurricanes from the typical to the extreme. In this chapter, we provide an introduction to classical (or frequentist) statistics. To ... More


Experimental Design, Quantitative Analysis, and the Cartography of Crystal Growth

C. W. Carter

in Crystallization of Nucleic Acids and Proteins: A Practical Approach

Published in print:
1999
Published Online:
November 2020
ISBN:
9780199636792
eISBN:
9780191918148
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199636792.003.0008
Subject:
Chemistry, Crystallography: Chemistry

This chapter is about practical uses of mathematical models to simplify the task of finding the best conditions under which to crystallize a macromolecule. The models describe a system’s response ... More


How Sure Start Local Programme areas changed

Jacqueline Barnes

in The National Evaluation of Sure Start: Does area-based early intervention work?

Published in print:
2007
Published Online:
March 2012
ISBN:
9781861349507
eISBN:
9781447303909
Item type:
chapter
Publisher:
Policy Press
DOI:
10.1332/policypress/9781861349507.003.0010
Subject:
Sociology, Marriage and the Family

This chapter discusses the average amount of change in SSLP areas, which is akin to looking at change in a group of children who vary in age from three of four years to late teenage years, and with ... More


Karaoke

in Law in Everyday Japan: Sex, Sumo, Suicide, and Statutes

Published in print:
2005
Published Online:
March 2013
ISBN:
9780226894027
eISBN:
9780226894096
Item type:
chapter
Publisher:
University of Chicago Press
DOI:
10.7208/chicago/9780226894096.003.0004
Subject:
Law, Comparative Law

This chapter examines leisure though the lens of karaoke-based noise complaints, focusing on the social and legal reasons why people do not sue. It discuss the karaoke phenomenon and the pollution ... More


Prospects for Policy Integration in Low Income Economies

Michael T. Rock and David P. Angel

in Industrial Transformation in the Developing World

Published in print:
2005
Published Online:
November 2020
ISBN:
9780199270040
eISBN:
9780191919329
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199270040.003.0018
Subject:
Earth Sciences and Geography, Economic Geography

In the final chapter of the book, we turn to the question of the prospects for policy integration in the low income countries, or the poorest of the rest of the industrializing economies in Africa, ... More


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