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SUMMARY OF PARAMETRIC IMAGE REGISTRATION

Jan Modersitzki

in Numerical Methods for Image Registration

Published in print:
2003
Published Online:
September 2007
ISBN:
9780198528418
eISBN:
9780191713583
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198528418.003.0007
Subject:
Mathematics, Applied Mathematics

This chapter summarizes the techniques discussed so far in this book. The techniques are all based on the minimization of a certain distance measure, and the distance measure is based on image ... More


Understanding and Interpreting Regression with Two x's

in Introductory Econometrics: Intuition, Proof, and Practice

Published in print:
2011
Published Online:
June 2013
ISBN:
9780804772624
eISBN:
9780804777209
Item type:
chapter
Publisher:
Stanford University Press
DOI:
10.11126/stanford/9780804772624.003.0012
Subject:
Economics and Finance, Econometrics

This chapter begins by deriving the variances of the slopes from a given equation. These are used first to address the issue of multicollinearity. It then turns to the issue of interpreting ... More


OPTIMAL LINEAR REGISTRATION

Jan Modersitzki

in Numerical Methods for Image Registration

Published in print:
2003
Published Online:
September 2007
ISBN:
9780198528418
eISBN:
9780191713583
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198528418.003.0006
Subject:
Mathematics, Applied Mathematics

This chapter investigates the question of how to find an optimal linear transformation based on a distance measure. Popular choices for distance measures such as the sum of squared differences, ... More


Fitting a Line

in Introductory Econometrics: Intuition, Proof, and Practice

Published in print:
2011
Published Online:
June 2013
ISBN:
9780804772624
eISBN:
9780804777209
Item type:
chapter
Publisher:
Stanford University Press
DOI:
10.11126/stanford/9780804772624.003.0004
Subject:
Economics and Finance, Econometrics

This chapter develops a simple method to measure the magnitude of the association between two variables in a sample. The generic name for this method is regression analysis. The precise name, in the ... More


Regression Analysis

Quan Li

in Using R for Data Analysis in Social Sciences: A Research Project-Oriented Approach

Published in print:
2018
Published Online:
March 2019
ISBN:
9780190656218
eISBN:
9780190656256
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780190656218.003.0005
Subject:
Political Science, Political Theory

This chapter teaches how to use R to conduct regression analysis to answer the question: Does trade promote economic growth? It demonstrates how to specify a statistical model from a theoretical ... More


What If There Is More Than One X?

in Introductory Econometrics: Intuition, Proof, and Practice

Published in print:
2011
Published Online:
June 2013
ISBN:
9780804772624
eISBN:
9780804777209
Item type:
chapter
Publisher:
Stanford University Press
DOI:
10.11126/stanford/9780804772624.003.0011
Subject:
Economics and Finance, Econometrics

This chapter shows that if the population relationship includes two explanatory variables, but the sample regression contains only one, then the estimate of the effect of the included variable is ... More


Comparing Groups: Analysis of Variance

Andy Hector

in The New Statistics with R: An Introduction for Biologists

Published in print:
2015
Published Online:
March 2015
ISBN:
9780198729051
eISBN:
9780191795855
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198729051.003.0002
Subject:
Biology, Biomathematics / Statistics and Data Analysis / Complexity Studies, Ecology

Analysis of variance is introduced using a worked analysis of some data collected by Charles Darwin on inbreeding depression in experimental maize plants. ANOVA is used to compare the height of a ... More


Statistical Methods for Analyzing Species–Habitat Associations

Joseph A. Veech

in Habitat Ecology and Analysis

Published in print:
2021
Published Online:
February 2021
ISBN:
9780198829287
eISBN:
9780191868078
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198829287.003.0009
Subject:
Biology, Ecology, Biomathematics / Statistics and Data Analysis / Complexity Studies

Six methods for statistically identifying and quantifying meaningful species–habitat associations are discussed. These are (1) comparison among group means (e.g. ANOVA), (2) multiple linear ... More


The Survivor Problem: Simple Linear Regression with MCMC

Therese M. Donovan and Ruth M. Mickey

in Bayesian Statistics for Beginners: a step-by-step approach

Published in print:
2019
Published Online:
July 2019
ISBN:
9780198841296
eISBN:
9780191876820
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198841296.003.0017
Subject:
Biology, Biomathematics / Statistics and Data Analysis / Complexity Studies

While one of the most common uses of Bayes’ Theorem is in the statistical analysis of a dataset (i.e., statistical modeling), this chapter examines another application of Gibbs sampling: parameter ... More


Template-based Analyses and Min-policy Iteration

Pierre-Loïc Garoche

in Formal Verification of Control System Software

Published in print:
2019
Published Online:
January 2020
ISBN:
9780691181301
eISBN:
9780691189581
Item type:
chapter
Publisher:
Princeton University Press
DOI:
10.23943/princeton/9780691181301.003.0006
Subject:
Mathematics, Applied Mathematics

This chapter considers other configurations aside from the direct synthesis of invariants as bound templates. A first case arises when the methods shown in the previous chapter only synthesizes the ... More


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