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Fig 2 The Model (with factor loadings and beta coefficients).
We assume an exponential path-loss model with factor 3, but no shadow-fading.
Regarding the radio channel's behavior represented by the random process, its temporal variation (fading) is assumed to follow the usual Jakes' model [9]; an exponential decay model with factor is assumed for correlation between channels ; independence is assumed between users.
Such a model can be viewed as a doubly constrained PARAFAC model, with factor matrices Ψ(n)A(n)Φ(n), the constraint matrix Ψ(n), assumed to be full column rank, allowing to take into account linear dependencies between the rows of A(n).
In both samples, we simulated data according to a 1-factor model with factor loadings equal to.5.
To investigate this we simulated in two samples data we simulated data according to a 1-factor model, with factor loadings for all items fixed to.5, and all means fixed to 0. In the first sample, residual variances equalled.747, while in the second sample the residual variances of the first two items equalled this value plus.5, 1, or 2, i.e., these residual variances were.5, 1 or 2 SD larger.
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Moreover, in order to detect possible dependencies, a COX proportional hazard model with factors gender, age, compliance and drug formulation was calculated for the parameter 'time to resolution of symptoms'.
We used a multiple logistic regression model with factors that showed p<0.2 by univariate analysis.
To compare patients and controls, we used a mixed-effects linear model, with factors disease and reward.
a Estimated from ANCOVA model with factors for treatment and centre and a covariate for baseline throat soreness.
Duck et al. [ 10] in their study on a community sample supported a two-factor model with factors representing positive and reverse-worded items.
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