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In addition to the predictor variables, the analysis incorporates six control variables to account for factors that may exert influence over the outcome of an attack, specifically time of day, quarter of the year, the ship's attack status (stationary vs. steaming), type of vessel, the number of pirates, and the presence of weapons (i.e., armed pirates).
There are several ways to remove confounding from observed associations between a predictor variable of interest and an outcome, the most popular being adding the confounder as a separate main effect, in addition to the predictor variable of interest, in a multiple regression model with the response variable as a dependent variable.
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In addition to the above predictor variables set as fixed effects, the identity of the male and female were set as random effects in all models.
In addition to the specific predictor and its interaction with time, models include participant age and sex and their interactions with time.
In addition to the primary predictor of interest, each model contained both school community socioeconomic status (SES) and geographic stratum; the inclusion of SES and geographic stratum was determined a priori to model fitting because of a previous study.
In addition to the 10 predictor variables for 10 shared TFs, we examined the predictive power of 45 pairwise TF combination variables in a generalised additive model (GAM) (Hastie & Tibshirani, 1986; Wood, 2011).
We then tested a three-predictor model where a third predictor was tested in addition to the two-predictor model identified in the previous step.
In addition to the four predictors calculated from the model, the traditional experimental predictors were also introduced.
In addition to the aforementioned predictors, there are also other studies that made DNA-binding protein identification.
Each model included population in addition to the other predictors that have shown association with the outcome in a univariate analysis with p≤0.20.
Factors in addition to the FRAX predictors included falls and cognitive impairment, and the effect of psychotropic medication use and mobility are still uncertain.
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