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Data will be sampled at 100 Hz and recorded online.
Centre of pressure (COP) data will be sampled at a frequency of 100 Hz during 3 trials of 90 s.
Torque data will be sampled at 1000 Hz using a PowerLab data acquisition system (PowerLab 16/30, ADInstruments, Bella Vista, Australia).
Within the HAPPY study, pairs of maternal and neonatal thyroid data will be sampled to investigate whether poor maternal thyroid function has neonatal thyroid function consequences.
18 All data will be sampled using TeleMyo Direct Transmission System and MyoResearch Software Noraxonn, Scottsdale, Arizona, USA) at 1500 Hz, and analyses will be performed using custom-made software.
Hence, 62 enrolees (to account for 10% missing data) will be sampled from among those who were enrolled into the programme during the study period and their matching group will be drawn from the comparator group COPD management registry.
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Cost data related to health care uptake will be sampled using the TIC-P [ 22].
The training active samples (TrN 1) are fixed among all the training data sub-samples, while the inactive samples will be sampled without replacement from TrN 0. There will be NoS sub-samples to train the model on.
The trial data will be randomly sampled with replacement from the original dataset 1000 times.
iRafNet overcomes this problem by sampling potential regulators according to prior information so that variables supported as relevant by other data will be more frequently sampled as candidates for the splitting procedure.
In brief, the following types of data will be collected in the respective samples: Sample 1: Caregivers and teachers will complete questionnaires while caregivers and children will be interviewed to assess maltreatment experiences, social support, emotion regulation (see Tables 1 and 2).
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