na.omit: Handle Missing Values in Objects

In photobiology: Photobiological Calculations

Handle Missing Values in Objects

Description

These methods are useful for dealing with NAs in e.g., source_spct, response_spct, filter_spct and reflector_spct.

Usage

## S3 method for class 'generic_spct'
na.omit(object, na.action = "omit", fill = NULL, target.colnames, ...)

## S3 method for class 'source_spct'
na.omit(object, na.action = "omit", fill = NULL, ...)

## S3 method for class 'response_spct'
na.omit(object, na.action = "omit", fill = NULL, ...)

## S3 method for class 'filter_spct'
na.omit(object, na.action = "omit", fill = NULL, ...)

## S3 method for class 'reflector_spct'
na.omit(object, na.action = "omit", fill = NULL, ...)

## S3 method for class 'object_spct'
na.omit(object, na.action = "omit", fill = NULL, ...)

## S3 method for class 'solute_spct'
na.omit(object, na.action = "omit", fill = NULL, ...)

## S3 method for class 'cps_spct'
na.omit(object, na.action = "omit", fill = NULL, ...)

## S3 method for class 'raw_spct'
na.omit(object, na.action = "omit", fill = NULL, ...)

## S3 method for class 'chroma_spct'
na.omit(object, na.action = "omit", fill = NULL, ...)

## S3 method for class 'generic_mspct'
na.omit(object, na.action = "omit", fill = NULL, ...)

## S3 method for class 'generic_spct'
na.exclude(object, na.action = "exclude", fill = NULL, target.colnames, ...)

## S3 method for class 'source_spct'
na.exclude(object, na.action = "exclude", fill = NULL, ...)

## S3 method for class 'response_spct'
na.exclude(object, na.action = "exclude", fill = NULL, ...)

## S3 method for class 'filter_spct'
na.exclude(object, na.action = "exclude", fill = NULL, ...)

## S3 method for class 'reflector_spct'
na.exclude(object, na.action = "exclude", fill = NULL, ...)

## S3 method for class 'object_spct'
na.exclude(object, na.action = "exclude", fill = NULL, ...)

## S3 method for class 'solute_spct'
na.exclude(object, na.action = "exclude", fill = NULL, ...)

## S3 method for class 'cps_spct'
na.exclude(object, na.action = "exclude", fill = NULL, ...)

## S3 method for class 'raw_spct'
na.exclude(object, na.action = "exclude", fill = NULL, ...)

## S3 method for class 'chroma_spct'
na.exclude(object, na.action = "exclude", fill = NULL, ...)

## S3 method for class 'generic_mspct'
na.exclude(object, na.action = "exclude", fill = NULL, ...)

Arguments

object	an R object
na.action	character One of "omit", "exclude" or "replace".
fill	numeric Value used to replace NAs unless NULL, in which case interpolation is attempted.
target.colnames	character Vector of names for the target columns to operate upon, if present in object.
...	further arguments other special methods could require

Details

If na.omit removes cases, the row numbers of the cases form the "na.action" attribute of the result, of class "omit".

na.exclude differs from na.omit only in the class of the "na.action" attribute of the result, which is "exclude".

Note

na.fail and na.pass do not require a specialisation for spectral objects. R's definitions work as expected with no need to override them. We do not define a method na.replace, just pass "replace" as argument. The current implementation replaces by interpolation only individual NAs which are flanked on both sides by valid data. Runs of multiple NAs con only replaced by a constant value passed through parameter fill.

See Also

na.fail and na.action

Examples

my_sun.spct <- sun.spct
my_sun.spct[3, "s.e.irrad"] <- NA
my_sun.spct[5, "s.q.irrad"] <- NA

head(my_sun.spct)

# rows omitted
zo <- na.omit(my_sun.spct)
head(zo)
na.action(zo)

# rows excluded
ze <- na.exclude(my_sun.spct)
head(ze)
na.action(ze)

# data in both rows replaced
zr <- na.omit(my_sun.spct, na.action = "replace")
head(zr)
na.action(zr)

photobiology documentation built on Oct. 21, 2023, 1:06 a.m.