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PheWAS

Get associations between a number of exposures and outcomes.

phewas()
PheWAS of exposure(s) on outcome(s) with tidy model output

Get summary statistics

‘Tidy’ model output with confidence intervals and other useful information.

tidy()
Get tidy model output with fast CIs

Working with test statistics

Derived p-value, standard error (etc.) from other test statistics.

get_p()
Get p-value from Z-statistic
get_p_extreme()
Get extreme p-value
get_p_neglog10()
Get -log10 p-value (using Z only)
get_p_neglog10_n()
Get -log10 p-value (using Z & N)
get_se()
Get Standard Error from Confidence Intervals
get_z()
Get Z-statistic from p-value

Transform data

Manipulate variables.

carrec()
Recode a Variable
inv_norm()
Inverse normalize a variable
z_trans()
Z-transform a variable

For working with plots.

annotate_textp()
Annotate a ggplot2 plot with text
theme_minimal_modified()
Modified theme_minimal for ggplots

Example data

Small dataset used in examples.

example_data
The Framingham Heart Study