Applied Logistic Regression, 3rd Edition

Index

Academic Technology Services (ATS) web site

Acceptable discrimination See also Receiver Operating Characteristic (ROC) curve

Adaptive quadrature

estimation of

Adaptive rejection sampling

Additive difference

Additive interaction

estimating and testing

Additive scale, multiplicative scale vs.

Adjacent-category logistic model

Adjusted logistic regression coefficient, interpretation of

Adjustment, statistical

Adolescent Placement Study (APS)

data set

multinomial assessment of fit and interpretation

multinomial modeling

ordinal logistic modeling, diagnostics, proportional odds assumption

Aftercare placement study

Aggregated data sets

Akaike Information Criterion (AIC)

Algorithm performance checks

Alpha level, choosing

Alternate coding See also Coding

Alternative link functions, roles of

Alternative ordinal score

Analysis of covariance

Analysis of covariance model

Analysis of variance table

Approximate methods

APS data See also Adolescent Placement Study (APS)

Area under the ROC curve See also ROC analysis

Assessment-of-fit methods

for multinomial logistic regression model

in 1- M matched study

Association measure, odds ratio as

Assumed variance

Asymmetry, measurement of

Asymptotically equivalent

Asymptotics See also m-asymptotics; n-asymptotics

Autocorrelation function (ACF)

Auto-regressive correlation structure (AR,AR(1))

Backward elimination

Bands, plotted confidence

Baseline logit model

odds ratios for

Bayes factor (BF)

Bayesian analysis

example of

Bayesian approach, advantage ...