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The specific statistical test depends on the type of response variable (binary, ordinal and nominal categorical, continuous, continuous censored) and on the type of predictor variable (binary, ordinal and nominal categorical, continuous).
Analysis of secondary outcomes will use standard statistical procedures applicable to categorical, continuous, or failure-time data as appropriate.
The Fisher's exact test, student's t-test, and Wilcoxon rank sum test were used to compare categorical, continuous, and ordinal scores, respectively, of the above scales between groups.
The gene expression data needs to be associated with a certain biological or clinical outcome, which can be a categorical, continuous, or survival outcome.
It can study any list of predictors (binary, categorical, continuous), requires no explicit structural specification of the model, no specification of interactions, and is scalable to very large sets of predictors, for example over a million single nucleotide polymorphisms (SNPs) in genome-wide association studies.
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GLM can accommodate both categorical and continuous variables with continuous variables treated as co-variates.
Schafer J. Estimation/multiple imputation for mixed categorical and continuous data.
The method can be used for both categorical and continuous outcome variables.
Categorical and continuous data were analyzed by chi-square and t-tests respectively.
Main Outcome Measures: Rasch-converted FIM™ instrument scores, and categorical and continuous clinical variables.
Characteristics of metformin users and non-users were described with frequencies and percentages, and median and interquartile range (IQR) for categorical and continuous variables respectively.
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