Breakdown points of trimmed likelihood estimators and related estimators in generalized linear models.
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Publication:1408739
DOI10.1016/S0378-3758(02)00265-3zbMath1178.62074MaRDI QIDQ1408739
Neyko Neykov, Christine H. Müller
Publication date: 25 September 2003
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
regressionBreakdown pointLogisticS estimatorDesigned experimentsLog-linear modelTrimmed likelihood estimator
Nonparametric robustness (62G35) Generalized linear models (logistic models) (62J12) Robustness and adaptive procedures (parametric inference) (62F35)
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Cites Work
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- Exact fit points under simple regression with replication
- A note on the breakdown point of the least median of squares and least trimmed squares estimators
- On robust logistic case-control studies with response-dependent weights
- Robust estimation in structured linear regression
- Weighted likelihood estimating equations: The discrete case with applications to logistic regression
- Robust planning and analysis of experiments
- The breakdown value of the \(L_1\) estimator in contingency tables
- Maximum trimmed likelihood estimators: a unified approach, examples, and algorithms
- Breakdown points for designed experiments
- Breakdown in Nonlinear Regression
- About Regression Estimators with High Breakdown Point
- TRIMMED LIKELIHOOD ESTIMATION OF LOCATION AND SCALE OF THE NORMAL DISTRIBUTION
- Rank-Based Estimates in the Linear Model with High Breakdown Point
- Least median of weighted squares in logistic regression with large strata
- On robust estimation in logistic case-control studies
- Conditionally Unbiased Bounded-Influence Estimation in General Regression Models, with Applications to Generalized Linear Models
- Improved Added Variable and Partial Residual Plots for the Detection of Influential Observations in Generalized Linear Models
- An Alternative Definition of Finite-Sample Breakdown Point with Application to Regression Model Estimators
- Measuring overlap in binary regression.