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... reasons1.1
The execution time is smaller. 
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... like1.2
The first four lines must be identical, however the draw results contains a random component that make them ``unpredictable''. On the other hand, running the program in the same computer multiple times gives the same result. In fact a random seed is started at C++ programs. This seed remains the same each time the program is run, producing then the same result. In fact this predictability is useful for debugging, you can reproduce the same comportment. ``Unpredictable'' results can be obtained by using the ``srand'' and/or ``srandom'' functions, see your C++ manual for more details. 
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... table1.3
Note that it was obtained from a conditional probability table 
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... 1.4
A belle-shape is a one dimensional histogram closely resembling the normal distribution (see section [*] for more details) 
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... STL2.1
The Standard Template Library, or STL, is a C++ library of container classes, algorithms, and iterators; it provides many of the basic algorithms and data structures of computer science 
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... unique3.1
Of course the mean must belong to $\Omega _o^\ast $ 
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... arguments4.1
Rather than creating a new class named functional kernel with a constructor based on the pair $(\varphi,f)$ 
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... histogram4.2
After running the program you can view this figure by making gnuplot test_laplace in a shell, if you are working with a Windows or a Mac platform you can open the file test_laplacex.data with Exel and then generate the graph. Both files, test_laplace and test_laplacex.data, are generated by the test_draw method. 
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