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
Fundamendals
The Term "significant"
Level of Significance
Hypothesis Testing
Types of Errors
Interpreting p values
Power of a Test
One-Sided vs. Two-Sided Tests
Parametric and Non-Parametric Tests
Distribution-Free Tests
Randomization Tests
Rank Randomization Tests
Means
ANOVA
Comparing Variances
Comparing Distributions
Correlation Coefficient
Outlier Tests
Control Charts
Varia
Statististical Tests - Decision Tree
Bivariate Data
Multivariate Data
Math Background
Exercises
Appendix
Last Update: 2012-10-08