Logo

Basic Data Analysis and More: A Guided Tour Using Python

Small book cover: Basic Data Analysis and More: A Guided Tour Using Python

Basic Data Analysis and More: A Guided Tour Using Python
by

Publisher: arXiv
Number of pages: 62

Description:
In these lecture notes, a selection of frequently required statistical tools will be introduced and illustrated. They allow to post-process data that stem from, e.g., large-scale numerical simulations. From a point of view of data analysis, the concepts and techniques introduced here are of general interest and are, at best, employed by computational aid. Consequently, an exemplary implementation of the presented techniques using the Python programming language is provided.

Home page url

Download or read it online for free here:
Download link
(910KB, PDF)

Similar books

Book cover: Applied Nonparametric RegressionApplied Nonparametric Regression
by - Cambridge University Press
Nonparametric regression analysis has become central to economic theory. Hardle, by writing the first comprehensive and accessible book on the subject, contributed enormously to making nonparametric regression equally central to econometric practice.
(20732 views)
Book cover: Inverse Problem Theory and Methods for Model Parameter EstimationInverse Problem Theory and Methods for Model Parameter Estimation
by - SIAM
The first part deals with discrete inverse problems with a finite number of parameters, while the second part deals with general inverse problems. The book for scientists and applied mathematicians facing the interpretation of experimental data.
(11467 views)
Book cover: Introduction to Probability, Statistics, and Random ProcessesIntroduction to Probability, Statistics, and Random Processes
by - Kappa Research, LLC
This book introduces students to probability, statistics, and stochastic processes. It can be used by both students and practitioners in engineering, sciences, finance, and other fields. It provides a clear and intuitive approach to these topics.
(5876 views)
Book cover: A Minimum of Stochastics for ScientistsA Minimum of Stochastics for Scientists
by - Caltech
The book introduces students to the ideas and attitudes that underlie the statistical modeling of physical, chemical, biological systems. The text contains material the author have tried to convey to an audience composed mostly of graduate students.
(7887 views)