Let's do simple calculations | Introduction to Rstats (statistical analysis/scientific calculation)
Let's do a simple calculation. Rstats can be calculated using the following operators.
Four arithmetic operations
symbol | meaning |
+ | addition |
- - | subtraction |
* | multiplication |
/ |
division |
The symbols for addition, subtraction, multiplication, and division are the same as in R language.
Exponentiation
Exponentiation is done using "**" according to Perl's arithmetic rules. Please note that it is different from "^" in R language.
symbol | meaning |
** ** | Exponentiation |
Remaining
The remainder is done using "%" according to Perl's arithmetic rules. Please note that it is different from "%%" in R language.
symbol | meaning |
%% | Surplus |
Integer quotient
Rstats does not provide operators for calculating integer quotients. Please note that the R language "% /%" is not available. To find the integer quotient, use the trunc function. After performing the division, the integer part is taken out.
r->trunc($x1/$x2)
Here is an example of the calculation. In Rstats, the calculation using vectors is the basis, so we will create it using the c_ function. The c_ function is a function for creating a vector. Even if it is one numerical value, it is calculated as a vector with one element.
use strict; use warnings; use Rstats; my $x = (c_ (1) + c_ (2) - c_ (3) * c_ (4))/c_ (5) ** c_ (6); print $x;
This is the output result. The calculation result is output.
[1] -0.000576
Using c_ () at any time can be a bit annoying, but it's necessary because you're implementing the R language on top of Perl. Remember that when you do calculations in Rstats, you always use vectors to do the calculations.
For future examples, I will write from the line under "use Rstats " above for convenience, so please supplement if necessary.
Rstats provides many functions for route calculation and logarithmic calculation. For example, to calculate the route, use the "sqrt function".
my $x = r->sqrt(c_ (2)); print $x;
Output result.
[1] 1.4142135623731
The mathematical functions provided by Rstats are introduced below.
symbol | meaning |
sqrt | Calculation of √ |
abs | Absolute value |
exp exp | The bottom of the natural logarithm |
expm1 | Calculate exp(x) -1 more accurately when the absolute value of x is much less than 1 |
log | Natural logarithm |
log10 | Common logarithm (base 10 logarithm) |
log2 | Logarithm with base 2 |
sin | Sine/sine function |
cos | Cosine/cosine function |
tan | Tangent tangent function |
asin | Inverse function of sin |
acos | Inverse function of cos |
atan | Inverse function of tan |
sinh | Hyperbolic sign |
cosh | Hyperbolic cosine |
tanh | Hyperbolic tangent |
asinh | Inverse function of sinh |
acosh | Inverse function of cosh |
atanh | Inverse function of tanh |
logb | Same as log |
log1px (not implemented) | Calculate log(1 + x) more accurately when the absolute value of x is (much) less than 1 |
gamma (not implemented) | Gamma function |
lgamma (not implemented) | Same as log(gamma (x)) |
ceiling | Minimum integer greater than or equal to the argument |
floor | Maximum integer less than or equal to the argument: the so-called Gaussian symbol |
trunc | Find the integer part |
round | Rounding |
signif (x, a) not implemented yet | Round x to a digit with a valid digit (unlike sign that determines positive/0/negative) |
Introduction to Rstats (statistical analysis/scientific calculation)