detect.OD: COVID-19 Data Checking and Reparing (CDCAR)

In covid19-dashboard-us/cdcar: COVID-19 Data Checking and Repairing (CDCAR)

Description

This function detects the order-dependency violation of county level covid-19 data (or similar type of data including the count time series and epidemic data).

Usage

detect.OD(
  dat = list(),
  level = "county",
  state.show = NULL,
  county.show = NULL,
  plot.show = NULL
)

Arguments

dat	A data frame or list containing the time series of infection or death cases.
level	Level of data for detection. Level "county" represents county level data, and level "state" means state level data. Default is set to "county".
state.show	Within the dataset, which state the detection algorithm should focus on.
county.show	For county level data, which county the detection algorithm should focus on.

Details

This R package is the implementation program for article entitled "Comparing and Integrating US COVID-19 Data from Multiple Sources: A County-Level Dataset with Local Features" by Guannan Wang, Zhiling Gu, Xinyi Li, Shan Yu, Myungjin Kim, Yueying Wang, Lei Gao, and Li Wang.

Value

A list containing the following information.
dat.sub The data which contains the information on the state/county specified.
dat.new The data after the order-dependency violation detection. NA represents the data point that needs repairment.
n.OD Number of order-dependency violation.
dates.OD The dates in the time series that the order-dependency violation.
diff The daily new increasing infection/death cases for COVID-19 in US.

covid19-dashboard-us/cdcar documentation built on Jan. 3, 2021, 4:58 p.m.