Fundamentals of Statistics
contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics...
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Index
Editorial
Changes and Improvements
Introduction
Basic Concepts
General Processing Steps
Univariate Data
Statistical Tests
Bivariate Data
Multivariate Data
Math Background
Exercises
Appendix
Biographies
Exercises
Interactive Examples
Data Sets
Literature
Survey
General Textbooks
Numerical Methods
Statistical Tests
Regression Analysis
Discriminant Analysis
Factor Analysis, Principal Components
Time Series
Cluster Analysis, Classification
Neural Networks
Chemometrics
Curve Fitting and Function Approximation
Genetic Algorithms, Evolutionary Computation
Basic Mathematics
Definitions of Quality Control
Internet Resources on Statistics
Acronyms
Greek Letters
Decibel - A Unit for Expressing Ratios
Last Update: 2012-10-08