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
Set Theorie
Probability
Introduction
Probability Theory
Events and Sample Space
Counting Rules
Summation of Probabilities
Algebra of Probabilities
Calculating with Sets
Additivity rule and mutually exclusive events
Conditional Probability
Independent Events
Bayesian Rule
Random Sampling
Random Number Generators
Vectors
Matrices
Varia
Exercises
Appendix
Last Update: 2012-10-08