time-to-botec

Benchmark sampling in different programming languages
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repl.txt (1549B)


      1 
      2 {{alias}}( x, x0, Ɣ )
      3     Evaluates the natural logarithm of the probability density function (logPDF)
      4     for a Cauchy distribution with location parameter `x0` and scale parameter
      5     `Ɣ` at a value `x`.
      6 
      7     If provided `NaN` as any argument, the function returns `NaN`.
      8 
      9     If provided `Ɣ <= 0`, the function returns `NaN`.
     10 
     11     Parameters
     12     ----------
     13     x: number
     14         Input value.
     15 
     16     x0: number
     17         Location parameter.
     18 
     19     Ɣ: number
     20         Scale parameter.
     21 
     22     Returns
     23     -------
     24     out: number
     25         Natural logarithm of PDF.
     26 
     27     Examples
     28     --------
     29     > var y = {{alias}}( 2.0, 1.0, 1.0 )
     30     ~-1.838
     31     > y = {{alias}}( 4.0, 3.0, 0.1 )
     32     ~-3.457
     33     > y = {{alias}}( 4.0, 3.0, 3.0 )
     34     ~-2.349
     35     > y = {{alias}}( NaN, 1.0, 1.0 )
     36     NaN
     37     > y = {{alias}}( 2.0, NaN, 1.0 )
     38     NaN
     39     > y = {{alias}}( 2.0, 1.0, NaN )
     40     NaN
     41     // Negative scale parameter:
     42     > y = {{alias}}( 2.0, 1.0, -2.0 )
     43     NaN
     44 
     45 
     46 {{alias}}.factory( x0, Ɣ )
     47     Returns a function for evaluating the natural logarithm of the probability
     48     density function (logPDF) of a Cauchy distribution with location parameter
     49     `x0` and scale parameter `Ɣ`.
     50 
     51     Parameters
     52     ----------
     53     x0: number
     54         Location parameter.
     55 
     56     Ɣ: number
     57         Scale parameter.
     58 
     59     Returns
     60     -------
     61     logpdf: Function
     62         Function to evaluate the natural logarithm of the PDF.
     63 
     64     Examples
     65     --------
     66     > var mylogPDF = {{alias}}.factory( 10.0, 2.0 );
     67     > var y = mylogPDF( 10.0 )
     68     ~-1.838
     69 
     70     See Also
     71     --------
     72