Noncanonical links in generalized linear models -- when is the effort justified?
From MaRDI portal
Publication:1577331
DOI10.1016/S0378-3758(99)00195-0zbMath0969.62048MaRDI QIDQ1577331
Publication date: 4 October 2001
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
overdispersionlogistic regressionmodel validationlink functionmodel discriminationgoodness-of-link testsp-value curveparametric links
Related Items
A Simple Goodness-of-Fit Test for Parametric Regression Models, Choosing the link function and accounting for link uncertainty in generalized linear models using Bayes factors, Kumaraswamy regression model with Aranda-Ordaz link function, Unnamed Item, Unnamed Item, Law of iterated logarithm and model selection consistency for generalized linear models with independent and dependent responses, Generalized linear model selection using \(R^2\), A deviance-based criterion for model selection in GLM, Summary goodness-of-fit statistics for binary generalized linear models with noncanonical link functions, Generalized Additive Models for Pair-Copula Constructions
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Consistency and asymptotic normality of the maximum likelihood estimator in generalized linear models
- Logistic regression diagnostics
- The effect of link misspecification on binary regression inference
- A simple goodness-of-fit test for linear models under a random design assumption
- Nonparametric comparison of several regression functions: Exact and asymptotic theory
- On selecting parametric link transformation families in generalized linear models
- Testing precise hypotheses. With comments and a rejoinder by the authors
- Bioequivalence trials, intersection-union tests and equivalence confidence sets. With comments and a rejoinder by the authors
- Validation of linear regression models
- Transformations to Linearity in Binary Regression
- Graphical Methods for Assessing Logistic Regression Models
- Observations on Quantit Analysis
- Assessing Partial Influence in Generalized Linear Models
- Reconciling Bayesian and Frequentist Evidence in the One-Sided Testing Problem
- Negative binomial and mixed poisson regression
- Generalized Linear Model Diagnostics Using the Deviance and Single Case Deletions
- Lower Bounds on Bayes Factors for Interval Null Hypotheses
- Goodness of Link Tests for Generalized Linear Models
- On two families of transformations to additivity for binary response data
- Regression Model Diagnostics
- Quantit Analysis: A Quantal Assay Refinement
- Nonparametric Validation of Similar Distributions and Assessment of Goodness of Fit
- Assessing the similarity of distributions - finite sample performance of the empirical mallows distance
- Improved Added Variable and Partial Residual Plots for the Detection of Influential Observations in Generalized Linear Models
- Testing and Adjusting for Departures from Nominal Dispersion in Generalized Linear Models