readme: update
- Mention slides.pdf - Mention new programs and changes in ex-1 - Update for removal of lectures.pdf
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README.md
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README.md
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This repository is structured as follows:
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- `lectures`: a summary of the lectures of the course
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- `lectures`: notes and slides of the course lectures
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- `notes`: an explanation of the solutions of the exercises
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- `slides`: a slideshow about some further researches
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* `ex-n`: programs written for each exercise
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@ -28,17 +30,13 @@ only exception of the `#pragma once` clause) and require the following
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libraries to build:
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- [GMP] (≥ 6.2)
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- [GSL] (≥ 2.6)
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* [pkg-config] (≥ 0.29, build-time only)
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To generate plots, Python (version 3) with
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- [numpy] (≥ 1.18)
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- [matplotlib] (≥ 2.2)
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- [scipy] (≥ 1.4, optional)
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is required to generate plots.
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@ -79,8 +77,9 @@ different samples by changing the seed via the environment variable
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### Exercise 1
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`ex-1/bin/main` generate random numbers following the Landau distribution and
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run a series of test to check if they really belong to such a distribution.
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`ex-1/bin/main` generate random numbers following either the Landau or Moyal
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distributions (controlled by the argument `-m`) and run a series of statistical
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test to check if the points where samples from a Landau.
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The size of the sample can be controlled with the argument `-n N`.
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The program outputs the result of a Kolmogorov-Smirnov test and t-tests
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comparing the sample mode, FWHM and median, in this order.
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@ -93,6 +92,11 @@ fig. 4) of the kernel density estimation used to compute a non-parametric FWHM
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from a sample of random points. To run this program you must additionally
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install [scipy].
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(optional) `ex-1/plots/slides.py` makes two plots. The first (shown
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in fig. 3, exercises.pdf) is an illustration of the Landau distribution
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FWHM and the second (shown in slides.pdf) is a comparison of the Landau
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and Moyal distributions.
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### Exercise 2
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