idcFUN: An inverse distance correlation function.

In gmiskell/CrossAutoFunctions: Error Scanning using Network or Historical Data

Description

This function compares the correlations of one site against the other sites in the network. The final product is a sum of the correlations multiplied by the inverse distance. Data are rolled iteratively to make a continuous examination of network correlations over time.

Usage

idcFUN(x, obs = "obs", date = "date", group, lat, lon, reflective = TRUE,
  theta = 0.5, tau = 120, window.size = 72)

Arguments

obs	The column under examination.
date	A date column (set up as YYYY-MM-DD HH:MM:SS).
group	This is the column where data will be partitioned upon (either site or time).
lat	Latitude.
lon	Longitdue.
reflective	This decides whether to use a selected time period of data (reflective, 'TRUE', the default setting), or to use the data from the latest day (live, 'FALSE').
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).

Examples

idcFUN()

gmiskell/CrossAutoFunctions documentation built on May 31, 2019, 11:50 p.m.