عنوان

Data analysis :

شابک

3319037617

شابک

3319037625

شابک

9783319037615

شابک

9783319037622

شابک اشتباه

9783319037615

شماره

b623847

عنوان اصلي

Data analysis :

نام عام مواد

[Book]

ساير اطلاعات عنواني

statistical and computational methods for scientists and engineers /

نام نخستين پديدآور

Siegmund Brandt.

وضعيت ويراست

Fourth edition.

نام خاص و کميت اثر

1 online resource

متن يادداشت

Includes bibliographical references.

متن يادداشت

Introduction -- Probabilities -- Random Variables: Distributions -- Computer-Generated Random Numbers: The Monte Carlo Method -- Some Important Distributions and Theorems -- Samples -- The Method of Maximum Likelihood -- Testing Statistical Hypotheses -- The Method of Least Squares -- Function Minimization -- Analysis of Variance -- Linear and Polynomial Regression -- Time-Series Analysis -- A) Matrix Calculations -- B) Combinatorics -- C) Formulas and Methods for the Computation of Statistical Functions -- D) The Gamma Function and Related Functions: Methods and Programs for their Computation -- E) Utility Programs -- F) The Graphics Class DatanGraphics -- G) Problems, Hints and Solutions and Programming Problems -- H) Collection of Formulas -- I) Statistical Formulas -- List of Computer Programs.

بدون عنوان

0

متن يادداشت

The fourth edition of this successful textbook presents a comprehensive introduction to statistical and numerical methods for the evaluation of empirical and experimental data. Equal weight is given to statistical theory and practical problems. The concise mathematical treatment of the subject matter is illustrated by many examples, and for the present edition a library of Java programs has been developed. It comprises methods of numerical data analysis and graphical representation as well as many example programs and solutions to programming problems. The programs (source code, Java classes, and documentation) and extensive appendices to the main text are available for free download from the books page at www.springer.com. Contents Probabilities. Random variables. Random numbers and the Monte Carlo Method. Statistical distributions (binomial, Gauss, Poisson). Samples. Statistical tests. Maximum Likelihood. Least Squares. Regression. Minimization. Analysis of Variance. Time series analysis. Audience The book is conceived both as an introduction and as a work of reference. In particular it addresses itself to students, scientists and practitioners in science and engineering as a help in the analysis of their data in laboratory courses, working for bachelor or master degrees, in thesis work, and in research and professional work. The book is concise, but gives a sufficiently rigorous mathematical treatment of practical statistical methods for data analysis; it can be of great use to all who are involved with data analysis. Physicalia This lively and erudite treatise covers the theory of the main statistical tools and their practical applicationsa first rate university textbook, and good background material for the practicing physicist. Physics Bulletin.

عنوان

Data analysis.

شماره استاندارد بين المللي کتاب و موسيقي

9783319037615

عنوان قراردادي

Datenanalyse.

زبان(وقتي جزئي از عنوان قراردادي باشد)

English

موضوع مستند نشده

Mathematical statistics.

موضوع مستند نشده

Probabilities.

موضوع مستند نشده

Astronomie.

موضوع مستند نشده

Mathematical statistics.

موضوع مستند نشده

Physique.

موضوع مستند نشده

Probabilities.

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Brandt, Siegmund

تاريخ عمليات

20201221082937.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

کد کاربرگه

270410

تكميل شده

Y