1.

Record Nr.

UNINA9910746962003321

Autore

Shardt Yuri A. W.

Titolo

Using MATLAB to Solve Statistical Problems : A Practical Guide to the Book “Statistics for Chemical and Process Engineers” / / by Yuri A.W. Shardt

Pubbl/distr/stampa

Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023

ISBN

3-031-40299-5

Edizione

[1st ed. 2023.]

Descrizione fisica

1 online resource (74 pages)

Collana

Springer essentials, , 2731-3115

Disciplina

519.4/0285

Soggetti

Automatic control

Industrial engineering

Production engineering

Control and Systems Theory

Industrial and Production Engineering

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references.

Nota di contenuto

Introduction to MATLAB® -- Data Visualisation -- Chapter 2 : Data Visualisation -- Theoretical Statistics, Distributions, Hypothesis Testing, and Confidence Intervals -- Regression Analysis and Design of Experiments.

Sommario/riassunto

This companion book to the textbook Statistics for Chemical and Process Engineers−A Modern Approach provides a complete overview of how to use Matlab to solve typical statistical problems in engineering. In addition to short sections on the required theory, the focus of the book is on detailed, line-by-line MATLAB code for solving the specific problems. Furthermore, solutions are provided for standard problems that can then be re-used and modified as necessary. End-of-chapter questions allow the reader to independently test the knowledge acquired. Content Detailed solutions for problems in Data visualisation Hypothesis testing Linear and nonlinear regression Design of experiments Time-series analysis System identification Target Groups Students and engineers that wish to solve statistical problems using Matlab Professors and instructors that wish to use Matlab in their courses The Author Prof. Dr. Yuri A.W. Shardt is currently the chair of



the Department of Automation Engineering (de: Fachgebiet Automatisierungstechnik) at the Technical University of Ilmenau.