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First, the output response and the error transition model predictions along the batch index can be calculated analytically due to the 2D Roesser model of the batch process.
(a) Batch size B = 1, batch index b = 1.
(b) Batch size B = 2, batch index b = 1.
where τ is the batch index iterating over all batches of the signals.
With respect to (a) batch index b within sequence and (b) iteration index ℓ for b = 1.
Similar(55)
bAge at biopsy (continuous), IGFBP-3 batch, body mass index (continuous), menopausal status (premenopausal/dubious; postmenopausal, no postmenopausal hormone use; postmenopausal, postmenopausal hormone use), histological category of benign breast disease (proliferative without atypia, proliferative with atypia).
bAge at biopsy (continuous), IGF-1 batch, body mass index (continuous), menopausal status (premenopausal/dubious; postmenopausal, no postmenopausal hormone use; postmenopausal, postmenopausal hormone use), histological category of benign breast disease (proliferative without atypia, proliferative with atypia).
Metabolites associated with SBP and diastolic BP (DBP) were identified by linear regression adjusting for age, body mass index, metabolite batch, and family relatedness.
If B different protein preparation batches (indexed by b) are used in the experiments, 2 B hypotheses exist.
bAdjusted for age at blood collection and age at mammography, batch, ethnic group, and body mass index.
Models were then additionally adjusted for other potential confounders (body mass index, smoking, physical activity, energy intake, and batch).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com