Visualization utilities

Functions and utilities for creating forestplots.

forestplot()

Draw a Forestplot of Measures of Effects

plot_all_NG_biomarkers()

Print a Forestplot for All Nightingale Biomarkers

ng_colour() display_ng_colours()

Nightingale's colours

scale_colour_ng_d() scale_fill_ng_d() scale_colour_ng_c() scale_fill_ng_c()

Colour scale constructor for Nightingale colours

ng_palette_d() ng_palette_c() display_ng_palettes()

Nightingale's colour palettes

geom_effect()

Horizontal Study Effects with Confidence Intervals

geom_stripes()

Alternating Background Colour

theme_forest()

Forestplot Theme

Utilities for biomarker discovery analysis

Function for assisting in multiple regression analysis.

discovery_regression()

Exploratory Analysis

Datasets

Demo datasets and peer-review published data.

df_NG_biomarker_metadata

Information and Grouping for Nightingale's Blood Biomarkers

df_demo_metabolic_data

Simulated Metabolic Data

df_grouping_all_NG_biomarkers

Example of Biomarker Grouping Data Frames for Nightingale Biomarkers

df_linear_associations

Linear Associations of Blood Biomarkers to BMI, HOMA-IR and Fasting Glucose

df_logodds_associations

Odds Ratios of Blood Biomarkers with Incident Type 2 Diabetes