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All functions

OLS_wrapper()
Ordinary Linear Regression wrapper with multi variable of interest and stratification
OLS_wrapper_()
Ordinary Linear Regression with multi variable of interest
characteristic_table_generator()
Characteristic Table Generator
characteristic_wrapper()
Single column inspector
clean_correlation_matrix()
Function cleaning input and computing correlation matrix
compute_nih_ldl()
NIH 2 equation, also known as the Sampson-NIH equation
correlation_matrix_dataframe()
Function wrapper compute pairwise correlation matrix and return as a data.frame
correlation_matrix_plot()
Function wrapper compute pairwise correlation matrix and return as a visualization format
create_multi_color_palette()
Create a non-white color palette for ggplot2 based on Polychrome::glasbey.colors
distinguishable_palette()
Wrapper creating a distinguishable, non-white color palette for ggplot2 based on Polychrome::glasbey.colors
enrichment_rank()
Distribution illustration for proteomics/lipidomics, etc
flatten_correlation_matrix()
Function cleaning correlation matrix to pairwise dataframe
generate_boolean_ratio_output()
Characteristics for boolean variable
generate_continuous_IQR_output()
Characteristics for non-normality distributed variable
generate_continuous_sd_output()
Characteristics for normality distributed variable
generate_odd_ratio()
Compute OR from effect size in logistic regression
inspect_distribution()
Wrapper quickly check the distribution from Shapiro-Wilk test and visualization
linear_regression()
Ordinary Linear Regression
logistic_regression()
Logistics Linear Regression
logistic_wrapper()
Logistics Linear Regression wrapper with multi variable of interest and stratification
logistic_wrapper_()
Logistics Linear Regression with multi-variable of interest
manhattan_data_clean()
Clean format for a Manhattan plot
manhattan_plot()
Wrapper for a Manhattan plot
multi_line_summary()
Multi-column Summary
multi_omics_directed_acyclic_graph()
Generate and preview a directed acyclic graph for multi-omics result
normality_table()
Shapiro-Wilk test on each variable
pairwise_boolean_report()
A wrapper preparing pairwise distribution comparison report for boolean(0/1) variables
pairwise_boolean_table()
Pairwise distribution comparison report for boolean(0/1) variables
pairwise_boolean_test()
Pairwise distribution comparison report for boolean(0/1) variable
pairwise_t_test_report()
A wrapper preparing pairwise distribution comparison report normally distributed variables
pairwise_t_test_table()
Pairwise distribution comparison report for normally distributed variables
pairwise_wilcox_report()
A wrapper preparing pairwise distribution comparison report normally distributed variables
pairwise_wilcox_table()
Pairwise distribution comparison report for non-normally distributed variables
rms_illustration_3d()
3d visualization for rms fit object
trend_bar_chart()
A fill bar chart for composition over a specific variable