MATLAB Statistics

1. Auflage 2016
ISBN: 978-1-4842-0299-9
Verlag: APRESS

Buch, Englisch, 260 Seiten, Book, Format (B × H): 191 mm x 229 mm

MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or traditional programming languages, such as C/C++ or Java. MATLAB Statistics introduces you to MATLAB and begins by showing you how to use the Basic Module of MATLAB statistical functions, from the elementary mathematical functions, to special mathematical functions and the functions you can use in MATLAB to perform data analysis and basic statistical analysis.You're then introduced to the MATLAB Statistics Toolbox, which extends the basic statistical functions of MATLAB, and you’ll find practical hands-on examples throughout the book on how to use these extended MATLAB functions for descriptive statistics, probabilistic models, discrete and continuous random variables, confidence intervals and hypothesis contrasts, models of linear and non-linear regression, multivariate data analysis, quality control, design of experimentation and other content of industrial statistics.

Zielgruppe

Popular/general

Autoren/Hrsg.

Lopez, Cesar

Inhaltsverzeichnis

1. The Operating Environment of MATLAB for Windows2. Descriptive Statistics and Elementary Probability3. Discrete Random Variables4. Continuous Random Variables5. Confidence Intervals, Hypothesis Tests and Linear Regression6. Multivariate Data Analysis, Quality Control and Design of Experiment7. Statistics Functions of the Basic Module of MATLAB

Über Autor(innen)

César Perez Lopez is a Professor at the Department of Statistics and Operations Research at the University of Madrid. César Perez Lopez is also a Mathematician and Economist at the National Statistics Institute (INE) in Madrid, a body which belongs to the Superior Systems and Information Technology Department of the Spanish Government. César also currently works at the Institute for Fiscal Studies in Madrid.