ksFUN: Running Kolmogorov-Smirnov (KS) Two-Sample Test.

In gmiskell/sensor_toolkit: Functions for Managing Sensor Networks

Description

This function gives the running KS test for an observation, relative to a proxy from some other observation/s.

Usage

ksFUN(x, obs, date, proxy, all.data = TRUE, theta = NA, tau = NA,
  window.length = 72)

Arguments

obs	The data under investigation.
date	A required column with the format 'YYYY-MM-DD HH:MM:SS'.
proxy	The comparison data.
all.data	This decides whether to use all provided data (all.data - 'TRUE'), or to run the function on live data ('FALSE'), which makes the function possible to run as a schedule for real-time updating. Defaults is 'TRUE'.
theta	This sets the test threshold on whether to flag the data. Defaults to 'NA' (no flags given).
tau	This sets the day threshold on whether to flag the data given consistent theta flags. Defaults to 'NA' (no flags given).
window.length	This defines the length of the sampled window, defined by row number. Default is 72 (three days of hourly data).

Examples

ksFUN()

gmiskell/sensor_toolkit documentation built on May 17, 2019, 7:06 p.m.