Lookup Tables
Create a lookup table.
lut(outputs, ..., range=NULL, breaks=NULL, inputs=NULL, gamma=1)
outputs |
Vector of output values |
... |
Ignored. |
range |
Interval of numbers to be mapped.
A numeric vector of length 2, specifying the ends of the range of values
to be mapped.
Incompatible with |
inputs |
Input values to which the output values are associated.
A factor or vector of the same length as |
breaks |
Breakpoints for the lookup table.
A numeric vector of length equal to |
gamma |
Exponent for gamma correction, when |
A lookup table is a function, mapping input values to output values.
The command lut
creates an object representing
a lookup table, which can then be used to control various behaviour
in the spatstat package. It can also be used to compute the
output value assigned to any input value.
The argument outputs
specifies the output values to which
input data values will be mapped. It should be a vector of
any atomic type (e.g. numeric, logical, character, complex) or factor
values.
Exactly one of the arguments range
, inputs
or breaks
must be specified by name.
If inputs
is given, then it should be a vector or factor,
of the same length as outputs
. The entries of inputs
can be
any atomic type (e.g. numeric, logical, character, complex) or factor
values. The resulting lookup table associates the value inputs[i]
with the value outputs[i]
.
The argument outputs
should have the same length as inputs
.
If range
is given, then it determines the interval of the real
number line that will be mapped. It should be a numeric vector of
length 2.
The interval will be divided evenly into bands, each of which is
mapped to an entry of outputs
. (If gamma
is given,
then the bands are equally spaced on a scale where the original values
are raised to the power gamma
.)
If breaks
is given, then it determines intervals
of the real number line
which are mapped to each output value. It should be a numeric vector,
of length at least 2, with entries that are in increasing order.
Infinite values are allowed. Any number in the range
between breaks[i]
and breaks[i+1]
will be mapped to the
value outputs[i]
.
The argument outputs
should have length equal to
length(breaks) - 1
.
It is also permissible for outputs
to be a single value,
representing a trivial lookup table in which all data values are mapped to
the same output value.
The result is an object of class "lut"
.
There is a print
method for this class.
Some plot commands in the spatstat package accept an object
of this class as a specification of a lookup table.
The result is also a function f
which can be used to compute
the output value assigned to any input data value.
That is, f(x)
returns the output value assigned
to x
. This also works for vectors of input data values.
A function, which is also an object of class "lut"
.
Adrian Baddeley Adrian.Baddeley@curtin.edu.au, Rolf Turner r.turner@auckland.ac.nz and Ege Rubak rubak@math.aau.dk.
# lookup table for real numbers, using breakpoints cr <- lut(factor(c("low", "medium", "high")), breaks=c(0,5,10,15)) cr cr(3.2) cr(c(3,5,7)) # lookup table for discrete set of values ct <- lut(c(0,1), inputs=c(FALSE, TRUE)) ct(TRUE)
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