Výsledky vyhledávání

Report

Bootstrapping Clustered Data in R using lmeresampler

Autor: Loy, Adam, Korobova, Jenna

Linear mixed-effects models are commonly used to analyze clustered data structures. There are numerous packages to fit these models in R and conduct likelihood-based inference. The implementation of resampling-based procedures for inference are more

Externí odkaz: http://arxiv.org/abs/2106.06568

Zobrazit plný text záznamu

Report

Bringing Visual Inference to the Classroom

Autor: Loy, Adam

In the classroom, we traditionally visualize inferential concepts using static graphics or interactive apps. For example, there is a long history of using apps to visualize sampling distributions. Recent developments in statistical graphics have crea

Externí odkaz: http://arxiv.org/abs/2006.11345

Zobrazit plný text záznamu

Report

Embracing Data Science

Autor: Loy, Adam

Publikováno v: The UMAP Journal 36 (2015) 285-292

Statistics is running the risk of appearing irrelevant to today's undergraduate students. Today's undergraduate students are familiar with data science projects and they judge statistics against what they have seen. Statistics, especially at the intr

Externí odkaz: http://arxiv.org/abs/1607.00858

Zobrazit plný text záznamu

Report

Variations of Q-Q Plots -- The Power of our Eyes!

Autor: Loy, Adam, Follett, Lendie, Hofmann, Heike

In statistical modeling we strive to specify models that resemble data collected in studies or observed from processes. Consequently, distributional specification and parameter estimation are central to parametric models. Graphical procedures, such a

Externí odkaz: http://arxiv.org/abs/1503.02098

Zobrazit plný text záznamu

Report

Model Choice and Diagnostics for Linear Mixed-Effects Models Using Statistics on Street Corners

Autor: Loy, Adam, Hofmann, Heike, Cook, Dianne

The complexity of linear mixed-effects (LME) models means that traditional diagnostics are rendered less effective. This is due to a breakdown of asymptotic results, boundary issues, and visible patterns in residual plots that are introduced by the m

Externí odkaz: http://arxiv.org/abs/1502.06988

Zobrazit plný text záznamu