Package index • glyclean

All functions

aggregate(): Aggregate Data

auto_clean(): Automatic Data Preprocessing

correct_batch_effect(): Correct Batch Effect

detect_batch_effect(): Detect batch effect

impute_bpca(): BPCA Imputation

impute_fw_knn(): Feature-wise KNN Imputation

impute_half_sample_min(): Half Sample Minimum Imputation

impute_min_prob(): Minimum Probability Imputation

impute_miss_forest(): MissForest Imputation

impute_ppca(): PPCA Imputation

impute_sample_min(): Sample Minimum Imputation

impute_svd(): SVD Imputation

impute_sw_knn(): Sample-wise KNN Imputation

impute_zero(): Zero Imputation

normalize_loesscyc(): LoessCyc Normalization

normalize_loessf(): LoessF Normalization

normalize_median(): Median Normalization

normalize_median_abs(): Absolute Median Normalization

normalize_median_quotient(): Median Quotient Normalization

normalize_quantile(): Quantile Normalization

normalize_rlr(): Robust Linear Regression Normalization

normalize_rlrma(): Robust Linear Regression with Median Adjustment Normalization

normalize_rlrmacyc(): Robust Linear Regression with Median Adjustment and Cyclic Normalization

normalize_total_area(): Total Area Normalization

normalize_vsn(): Variance Stabilizing Normalization

remove_missing_variables(): Remove Variables with Missing Values