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: Introduction to Randomness and StatisticsIntroduction to Randomness and Statistics
by - arXiv
This is a practical introduction to randomness and data analysis, in particular in the context of computer simulations. At the beginning, the most basics concepts of probability are given, in particular discrete and continuous random variables.
(14773 views)
Book cover: Think Stats: Probability and Statistics for ProgrammersThink Stats: Probability and Statistics for Programmers
by - Green Tea Press
Think Stats is an introduction to Probability and Statistics for Python programmers. This new book emphasizes simple techniques you can use to explore real data sets and answer interesting statistical questions. Basic skills in Python are assumed.
(23492 views)
Book cover: Convergence of Stochastic ProcessesConvergence of Stochastic Processes
by - Springer
Selected parts of empirical process theory, with applications to mathematical statistics. The book describes the combinatorial ideas needed to prove maximal inequalities for empirical processes indexed by classes of sets or classes of functions.
(16307 views)
Book cover: Probability and Statistics for Geophysical ProcessesProbability and Statistics for Geophysical Processes
by - National Technical University of Athens
Contents: The utility of probability; Basic concepts of probability; Elementary statistical concepts; Special concepts of probability theory in geophysical applications; Typical univariate statistical analysis in geophysical processes; etc.
(7460 views)