Instructor Notes

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Example Gene Expression DatasetsExplore a Gene Expression Dataset

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Basic inference for high-throughput data

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Procedures for Multiple Comparisons

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Error Rates

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The Bonferroni Correction

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False Discovery Rate

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Direct Approach to FDR and q-values

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Basic EDA for high-throughput data

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Principal Components AnalysisWhat is a principal component?How many principal components do we need?Using PCA to analyse gene expression dataUsing PCA output in further analysis

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Statistical ModelsStatistical Models

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