There is an option in R to get control over digit display. For example:
options(digits=10)
is supposed to give the calculation results in 10 digits till the end of R session. In the help file of R, the definition for digits parameter is as follows:
digits: controls the number of digits to print when printing numeric values. It is a suggestion only. Valid values are 1...22 with default 7
So, it says this is a suggestion only. What if I like to always display 10 digits, not more or less?
My second question is, what if I like to display more than 22 digits, i.e. for more precise calculations like 100 digits? Is it possible with base R, or do I need an additional package/function for that?
Edit: Thanks to jmoy's suggestion, I tried sprintf("%.100f",pi)
and it gave
[1] "3.1415926535897931159979634685441851615905761718750000000000000000000000000000000000000000000000000000"
which has 48 decimals. Is this the maximum limit R can handle?
This question is related to
r
precision
digits
r-faq
output-formatting
One more solution able to control the how many decimal digits to print out based on needs (if you don't want to print redundant zero(s))
For example, if you have a vector as elements
and would like to get sum
of it
elements <- c(-1e-05, -2e-04, -3e-03, -4e-02, -5e-01, -6e+00, -7e+01, -8e+02)
sum(elements)
## -876.5432
Apparently, the last digital as 1
been truncated, the ideal result should be -876.54321
, but if set as fixed printing decimal option, e.g sprintf("%.10f", sum(elements))
, redundant zero(s) generate as -876.5432100000
Following the tutorial here: printing decimal numbers, if able to identify how many decimal digits in the certain numeric number, like here in -876.54321
, there are 5 decimal digits need to print, then we can set up a parameter for format
function as below:
decimal_length <- 5
formatC(sum(elements), format = "f", digits = decimal_length)
## -876.54321
We can change the decimal_length
based on each time query, so it can satisfy different decimal printing requirement.
If you are producing the entire output yourself, you can use sprintf()
, e.g.
> sprintf("%.10f",0.25)
[1] "0.2500000000"
specifies that you want to format a floating point number with ten decimal points (in %.10f
the f
is for float and the .10
specifies ten decimal points).
I don't know of any way of forcing R's higher level functions to print an exact number of digits.
Displaying 100 digits does not make sense if you are printing R's usual numbers, since the best accuracy you can get using 64-bit doubles is around 16 decimal digits (look at .Machine$double.eps on your system). The remaining digits will just be junk.
Source: Stackoverflow.com