Extending the Linear Model with R

By Julian J. Faraway. 2004

791 citations recorded by the source corpus.

Subfields: Management Science and Operations Research

View Paper: https://www.semanticscholar.org/paper/503adbac458a427fa3c8b089cf45ee4e5c98f95f

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In Management Science and Operations Research

Citations in the corpus

Effect size, confidence interval and statistical significance: a practical guide for biologists (2007, methodology): “The approximate width of 95% CIs for an effect size is: 95%CI ¼ ES [ 1:96se to ES] 1:96se; ð15Þ where ES stands for effect size (e.g. d, or z-transformed r) and se is the asymptotic standard error for the effect size (note that these formulae are also used for calculations of unstandardised effect s”
Herbarium specimens reveal increasing herbivory over the past century (2018, methodology): “We contrasted the residual deviances across models (see Faraway, 2016) with and without key predictors to quantify how much of the variation in herbivory was uniquely explained by time, space, and temperature.”
The Dependent Dirichlet Process and Related Models (2020, background): “See, for example, Györfi et al. (2002); Klemelä (2014); Faraway (2016) and references within.”
Repeatability for Gaussian and non‐Gaussian data: a practical guide for biologists (2010, methodology): “We recommend the use of parametric bootstrapping to obtain CI for mixed-modelbased repeatabilities (Faraway, 2006).”
Effects of disturbance intensity on species and functional diversity in a tropical forest (2012, methodology): “(Faraway 2006), and logarithmic transformations were applied when”
Rethinking the Analysis of Non-Normal Data in Plant and Soil Science (2015, background): “(2012), Stroup (2013a), and Faraday (2006). Additional references are noted as they arise for specialized applications suggested by these examples.”
The effect of stand structure and tree species composition on epiphytic bryophytes in mixed deciduous-coniferous forests of Western Hungary (2010, methodology): “Bryophyte cover and species richness at the tree level were analyzed by generalized mixed models, where DBH, tree species and their interaction were used as fixed factors and plot as random factor (Faraway, 2006).”
Electrical resistivity tomography as a non‐destructive method for mapping root biomass in an orchard (2011, methodology): “Second, after testing an Inverse Gaussian GLM with the canonical link and a Gamma GLM, the latter was retained because it accounts for non-constant variance and it showed best proximity to data behaviour as evaluated and chosen through the minimal Akaike information criterion (AIC) (Faraway, 2006).”
Social experience in early ontogeny has lasting effects on social skills in cooperatively breeding cichlids (2010, neutral): “In these models, we tested for the significance of a fixed effect by comparing themodel containing the fixed effect with the model without fixed effects with a likelihood ratio test (Faraway 2006).”
Mixed Effects Models and Extensions in Ecology with R (2009, methodology): “References on additive modelling, or more generally on GAM, in R, are Chambers and Hastie (1992), Bowman and Azzalini (1997), Venables and Ripley (2002), Faraway (2006), and Keele (2008).”