Statistics for Genomic Data Analysis, Final Data Analysis Reports 

    Background/Introduction 5% 


    Quality assessment 15%

Description of quality assessment 

Excluded poor quality slides (if relevant) 

Graphical support for decisions 

    Normalization 15%

Description of normalization/expression measure used 

Graphical support for decisions 

Appropriateness of normalization 

    Statistical analyses: Differential Expression 25%

Description of model (including design matrix, contrasts if necessary) 

Multiple testing/adjusted p-values given 

Appropriate basis for gene ranking (and explanation) 

Estimated number of differentially expressed genes (and explanation) 

Volcano plot, other appropriate plots 

    Statistical analyses: Cluster Analysis 15%

Description of clustering algorithm used 

Relevant graphics 

Interpretation of resulting clusters 

    Conclusions 10% 


Other

    Gene list 5% 


    Reproducible R code 5% 


    Overall Presentation (clarity of explanations, appropriate citations / references) 5%