Data Analysis Statistical and Computational Methods for Scientists and Engineers /

• Κύριος συγγραφέας: Brandt, Siegmund (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Έκδοση: 4th ed. 2014.
• Θέματα: Physics.; Chemometrics.; Statistics.; Applied mathematics.; Engineering mathematics.; Mathematical Methods in Physics.; Appl.Mathematics/Computational Methods of Engineering.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Math. Applications in Chemistry.; Numerical and Computational Physics.

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 matte...

Πίνακας περιεχομένων:

• 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.