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If the relationship did not appear linear, appropriate transformations were tested.
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Associations between categorical variables were assessed by Chi-square tests (Pearson and linear-by-linear as appropriate).
Hence, we obtain a general form of the linear estimator, appropriate for Rician fading channels, that minimizes the estimation error of channel matrix.
US images were obtained using a GE Vivid 7 model ultrasound scanner with a high frequency (7.5 MHz) linear transducer, appropriate for the superficial structures [ 31].
We used Poisson regression, a generalized linear model appropriate for analysis of discrete data, to model counts of cardiac deaths (7 ).
As for other linear models, appropriate covariate coding enables the constant term to measure the expected prevalence or risk of tobacco use when all covariates are at their reference categories.
To examine risk for recurrent falls during follow-up (2 or more falls in 12 months), we will use general linear models appropriate for repeatedly observed ordinal outcomes with correlated responses, such as Poisson regression and negative binomial models.
Relationships between MNND or MD and potential stress response variates were examined by appropriate linear or generalised linear mixed models.
The association between all factors and menopausal status was assessed using Mann–Whitney-Wilcox, Fisher exact and linear-by-linear tests as appropriate.
Where appropriate, linear trends in percent live hard coral cover were estimated using mixed-effects linear models with random effects to account for the repeated observations on reefs.
The model space from which to choose the appropriate linear regression model is then 2k.
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