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An outcome of the new approach is a reduction of equations of a dynamic system of any complexity to a set of the matrix final equations, linear and bilinear equations, for which the solution's difficulties are fundamentally less than the solution's difficulties of the same problems in conventional representations.
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If the same passage is administered in the fifth position, the difficulty of the same item becomes (- 2.228 + left( {5*.08} right) = - 1.828).
That is, within CTT a person's test score may easily vary depending on which test is being administered and, in turn, the difficulty of the same item depends on which sample is being assessed.
It is, of course, a sympathetic voice, especially when joshing the passive aggression of wig-wearers ("you lot are going to have to collude in the illusion that I've still got a barnet") or, in a lovely closing routine, negotiating the social difficulty of encountering the same vague acquaintance three times on one shopping trip.
But the district attorney's willingness to compromise on a life-without-parole sentence seemed a calculation about the difficulty of persuading the same 12 jurors to agree on capital punishment after they spent 10 days sifting evidence and acquitted Dr. Gosnell on one first-degree murder charge.
The physician my wife consulted said that the only drawback to the Australian system, in her opinion, was the difficulty of keeping the same general practitioner, as there were some 44,000 GPs in Australia, and a patient had to see whoever was available at the time needed.
Backpacks were not removed due to the difficulty of recapturing the same individual (Penteriani & Delgado unpublished data).
All criminal justice information, letters and forms should be in "easy read"; all interventions should be accessible to offenders with learning disabilities or difficulties, or alternatives of the same quality provided.
The digit span test demonstrates the difficulties when variants of the same test are used in different studies.
Additionally, in scales that fit an RM the set of items are homogeneous meaning that the rank order of the item difficulties is the same for all respondents regardless of the level on the latent variable [43]; i.e. the most severe item is the most severe for everybody.
The answer to all of these difficulties is the same - outsource the work.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com