All functions

panel_cor() panel_idenDist() panel_scatter_abline() panel_scatter_abline_smallDots() panel_scatter_abhvline() panel_scatter_smallDots_abhvline()

A better pairs plot function

boxplot_tbl()

Make a simple boxplot plotting tbl

coef_repeat()

Coefficient of repeatability

cpop_data_binary

A simulated binary data

cpop1() cpop1_iterate() cpop2_sign() cpop2_mag() cpop3()

CPOP internal functions

cpop_model()

CPOP modelling

plot_lratio_network() lratio_to_network() mst_lratio()

Plot a ratio network

get_lasso_coef()

Get cv.glmnet coefficient as a matrix or a tibble

identity_dist() identity_dist_matrix() calcIdenDist() identityDist()

Identity distance between two vectors

impute_cpop()

Imputing gene expression values using CPOP model

logit() expit()

The logit function

naive_glmnet()

Naive glmnet fitting procedure

pairwise_col_diff()

Compute pairwise difference between matrix columns

colmeans_penalty() p_transform() tstat_penalty() ks_penalty()

Compute feature-wise absolute difference penalty

plot_cpop()

Plot cpop coefficients

predict_cpop()

Prediction function for CPOP

predict_naive_glmnet()

Prediction method for naive glmnet

prep_cpop()

Preparation for CPOP modelling