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This is a benefit, as it allows for a transparent and reflective method discussion in the group, which in the end may yield more robust judgements than method choices based on implicit conventions or institutional traditions.
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Catherine Farrell, of the Professional Association for Childcare and Early Years, said: "These new grades can only be introduced if Ofsted's own inspection judgements are more robust and if government recognises that providers will still need support and advice on how to improve".
When evaluating the proposed thermal error model, the multi-collinearity problem and computational time are both improved through the correlation grouping, and the linear model is more robust against measurement noises than the engineering judgement model, which includes variables with higher order terms.
Statistical equating was introduced because there were strong theoretical reasons for believing that it was a more robust, more justifiable method of standard-setting than were the subjective judgements used by the Angoff method.
"We also need more robust sentencing.
Other criticism was more robust.
And, crucially, it's more robust.
We have to be more robust.
Headlines in newspapers, as you know, are often quite robust – more robust than the articles themselves".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com