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In order to see the correct relations, Reichenbach would have had to have explicitly formulated the factorization of the joint distribution for binary variables that is implicit in his other discussions, and computed the joint distribution of independent causes conditional on values of a common effect.
Finally, we fit two stepwise logistic regression models to predict tumor response with 6 or 11 potential predictor variables: estrogen receptor (ER) status, the P metagene, BP, TNK, and MD metagenes and tumor subtype considered as one six-level categorical variable (Table 5) or tumor subtype considered as six individual binary variables (that is, LumA yes/no, LumB yes/no, and so on) (Table 6).
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Drop-out and No exam are binary variables that are coded 1 if the pupil drops out.
A set of binary variables that are sufficient to distinguish poor from good prognosis cases will be called a support set.
We extended the graphical approach for omitted binary variables that was originally developed to illustrate Simpson's paradox, applying it to hypothetical, but plausible scenarios involving lung cancer screening, treatment for gastric cancer, and antibiotic therapy for clinical pneumonia.
Because face, body shape, and voice features were all represented by continuous variables, efforts were made to generate continuous variables using the binary variables that were obtained with the questionnaire so as to apply the same analytic method used for the other features.
The dependent binary variables that were initially considered based on our research question were the risk of sudden death infant syndrome (risk of SIDS), the prescription of a polysomnography and its result, the fact that the child underwent home monitoring, as well as the child's psychomotor development and BMI.
These predictors included: locations expressed as easting and as northing, predicted 3-day average HSI, year, and a yes/ no binary variable that was an indicator for the presence of a heat wave.
German spouse is a binary variable that is equal to one if the migrant's spouse is from Germany and zero if not.
This is a binary variable that is equal to one if the migrant has intentions to return and zero if he/she intends to stay in Germany forever.
M 1i is a binary variable that is equal to one if the migrant married before migration and zero if not.
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