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SciPy Recipes

You're reading from   SciPy Recipes A cookbook with over 110 proven recipes for performing mathematical and scientific computations

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Product type Paperback
Published in Dec 2017
Publisher Packt
ISBN-13 9781788291460
Length 386 pages
Edition 1st Edition
Languages
Tools
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Authors (3):
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V Kishore Ayyadevara V Kishore Ayyadevara
Author Profile Icon V Kishore Ayyadevara
V Kishore Ayyadevara
Ruben Oliva Ramos Ruben Oliva Ramos
Author Profile Icon Ruben Oliva Ramos
Ruben Oliva Ramos
Luiz Felipe Martins Luiz Felipe Martins
Author Profile Icon Luiz Felipe Martins
Luiz Felipe Martins
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Table of Contents (11) Chapters Close

Preface 1. Getting to Know the Tools FREE CHAPTER 2. Getting Started with NumPy 3. Using Matplotlib to Create Graphs 4. Data Wrangling with pandas 5. Matrices and Linear Algebra 6. Solving Equations and Optimization 7. Constants and Special Functions 8. Calculus, Interpolation, and Differential Equations 9. Statistics and Probability 10. Advanced Computations with SciPy

Computing the probability density function of a continuous random variable

In the previous section, we saw how to calculate the pmf of a discrete random variable. In this section, we will calculate the probability density function (pdf) of a continuous random variable.

In order to understand pdf better, we will look at a toy example. Let us take a scenario where we are considering John—a student—and his time of arrival for a class.

In the previous section, we looked at a discrete scenario—John could be early to class or late to class. In this section, we will be considering the magnitude of how early to class or late to class John may arrive in minutes. So, we will translate the problem set from a discrete outcome (late or early) to a continuous outcome (magnitude of minutes that he was early to class).

Computationally, to go from discrete to continuous we...

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