experiment: Do the specified analysis of the impact of the variables on...

In lifelogr: Life Logging

Description

Performs the analysis specified on the variables (X) and measures (Y).

Usage

experiment(person, variables, measures, analysis = c("plot", "correlation",
  "anova", "compare_groups", "regression"), time_var)

Arguments

person	an instantiated Person object
variables	list of variables in person of interest, with structure list(source1 = c(var1, var2), source2 = c(var3, var4)) where source is a source of data as defined in a Person object, and var1 and var2 are variables from source1, while var3 and var4 are variables from source2
measures	list of measures in person of interest, with structure list(source1 = c(var1, var2), source2 = c(var3, var4)) where source is a source of data as defined in a Person object, and var1 and var2 are variables from source1, while var3 and var4 are variables from source2
analysis	list of ways in which to analyze the relationship between each variable and each measure - options are "plot", "correlation", "anova", "compare_groups", "regression"
time_var	the time variable that variables and measures are observed in (time, date, or datetime)

Value

NULL - results of analysis chosen are printed

Examples

data(EX)
experiment(person = EX, variables = list("fitbit_daily" = c("sleepDuration"),
                                         "util" = c("day_of_week")),
                        measures = list("fitbit_daily" = 
                                          c("restingHeartRate")),
                        analysis = c("plot"), time_var = c("date"))

lifelogr documentation built on May 2, 2019, 6:11 a.m.