Bootstrapped Confidence Intervals as an Approach to Statistical Inference

By Michael Wood. 2005

185 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/4c497dce5f4a300a164128c879811f5084c00fd3

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Citations in the corpus

Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models (2008, background): “bootstrapping, see Mooney and Duval (1993) and Wood (2005) .”
A Demonstration of a Systematic Item-Reduction Approach Using Structural Equation Modeling (2012, background): “Narrow bandwidths for most of the items suggest a high level of reliability in the original model data (Sturgis, 2005; Wood, 2005).”
The shifting boxplot. A boxplot based on essential summary statistics around the mean. (2010, methodology): “…of CI boot is a computer-intensive method and accurate results depend ultimately on the quality of the available data set (see Efron, 1988; Wood, 2005) One of the existent CI boot is called bias-corrected and accelerated CI (here CI BCa ) which incorporates a bias constant and an…”
A Critical Examination of Common Beliefs About Partial Least Squares Path Modeling (2013, methodology): “The use of bootstrapped confidence intervals (Wood, 2005) is an alternative to NHST for statistical inference.”
Multilevel Modeling and Ordinary Least Squares Regression: How Comparable Are They? (2018, methodology): “Some commonly used alternative procedures include cluster robust adjustments (Cameron & Miller, 2015), Taylor series linearization (Huang, 2014; Rust, 1985), design effect adjustments (Hahs-Vaughn, 2005), and bootstrapped confidence intervals (Efron & Tibshirani, 1986; Huang, 2016b; Wood, 2005).”
Are ‘Qualitative’ and ‘Quantitative’ Useful Terms for Describing Research? (2010, unknown): “…to statistics is always a null hypothesis, but there are very strong arguments against null hypothesis testing in many contexts (e.g. Lindsay, 1995; Mingers, 2006; Morrison and Henkel, 1970; Wood, 2003; Wood, 2005; Wood, 2009) (One of these arguments is explained above in relation to Example 1.)”
Assessing measurement model quality in PLS-SEM using confirmatory composite analysis (2020, methodology): “Alternatively, Wood (2005) introduced the use of confidence intervals with PLS-SEM.”