COINr (version 1.1.14)

Screen.coin: Screen units based on data availability

Description

Screens units based on a data availability threshold and presence of zeros. Units can be optionally "forced" to be included or excluded, making exceptions for the data availability threshold.

Usage

# S3 method for coin
Screen(
  x,
  dset,
  unit_screen,
  dat_thresh = NULL,
  nonzero_thresh = NULL,
  Force = NULL,
  out2 = "coin",
  write_to = NULL,
  ...
)

Value

An updated coin with data frames showing missing data in .$Analysis, and a new data set .$Data$Screened. If out2 = "list" wraps missing data stats and screened data set into a list.

Arguments

x

A coin

dset

The data set to be checked/screened

unit_screen

Specifies whether and how to screen units based on data availability or zero values.

• If set to "byNA", screens units with data availability below dat_thresh

• If set to "byzeros", screens units with non-zero values below nonzero_thresh

• If set to "byNAandzeros", screens units based on either of the previous two criteria being true.

dat_thresh

A data availability threshold (>= 1 and <= 0) used for flagging low data and screening units if unit_screen != "none". Default 0.66.

nonzero_thresh

As dat_thresh but for non-zero values. Defaults to 0.05, i.e. it will flag any units with less than 5% non-zero values (equivalently more than 95% zero values).

Force

A data frame with any additional countries to force inclusion or exclusion. Required columns uCode (unit code(s)) and Include (logical: TRUE to include and FALSE to exclude). Specifications here override exclusion/inclusion based on data rules.

out2

Where to output the results. If "COIN" (default for COIN input), appends to updated COIN, otherwise if "list" outputs to data frame.

write_to

If specified, writes the aggregated data to .$Data[[write_to]]. Default write_to = "Screened".

...

arguments passed to or from other methods.

Details

The two main criteria of interest are NA values, and zeros. The summary table gives percentages of NA values for each unit, across indicators, and percentage zero values (as a percentage of non-NA values). Each unit is flagged as having low data or too many zeros based on thresholds.

See also vignette("screening").

Examples

# build example coin
coin <- build_example_coin(up_to = "new_coin", quietly = TRUE)

# screen units from raw dset
coin <- Screen(coin, dset = "Raw", unit_screen = "byNA",
               dat_thresh = 0.85, write_to = "Filtered_85pc")

# some details about the coin by calling its print method
coin