Introduction to Robust Estimation and Hypothesis Testing (2nd ed.)

By Eric R. Ziegel. 2005

736 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/d9b3327720a4b8cae17cf5259efd9e27cca6cbe1

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Citations in the corpus

Outlier Detection Using Nonconvex Penalized Regression (2010, methodology): “5ˆ σ is popular (Rousseeuw & Leroy 1987; Wilcox 2005; Maronna et al. 2006).”
The Impact of Outliers on Cronbach’s Coefficient Alpha Estimate of Reliability: Ordinal/Rating Scale Item Responses (2010, background): “As suggested by Lind and Zumbo (1993) and Wilcox (1992, 1998, 2005), robust estimates for coefficient alpha could be a possible solution to the outlier problem, which will provide relatively more accurate estimates of alpha and less efficiency.”
Effect size measures for mediation models: quantitative strategies for communicating indirect effects. (2011, unknown): “It is well known that outliers can spuriously inflate or deflate statistical significance, Type II error rates (Wilcox, 2005), and confidence interval coverages, but they can also inflate or deflate estimates of effect size.”
Mortality Associated with High Ambient Temperatures, Heatwaves, and the Urban Heat Island in Athens, Greece (2017, background): “Given that the Central Limit Theorem (CLT) states that, as the sample size increases, the sampling distribution of the mean (as in the case of regression coefficients) becomes normally distributed regardless of the shape of the original distribution of the sample [42], ordinary least Squares (OLS) c”
At what sample size do correlations stabilize (2013, methodology): “We ran so many replications because the estimation of extreme quantiles is less accurate than that of quantiles near the median, in particular for longtailed distributions (Wilcox, 2005).”
A Psychophysical Investigation of Differences between Synchrony and Temporal Order Judgments (2013, methodology): “To examine whether on average participants were better at detecting audio-leading than video-leading COA we carried out a bootstrap analysis [39] on the percentage correct data at each asynchrony level.”
A better lemon squeezer? Maximum-likelihood regression with beta-distributed dependent variables. (2006, methodology): “Stautde and Sheather (1990) or Wilcox (2005) are more accessible references.”
The Effects of Children's Age and Sex on Acquiring Pro-Environmental Attitudes Through Environmental Education (2014, methodology): “According to the central limit theorem, we assume normality and apply parametric tests (Wilcox, 2005) to determine any changes in preservation and utilization scores due to the environmental education program.”