Fundamentals of Statistics contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics......click here for more.


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Introduction
Basic Concepts
General Processing Steps
Univariate Data
Statistical Tests
Fundamendals
Means
Comparing means
One Sample t-Test
Two-Sample t-Test
Paired Experiments
Welch-Test
U-Test nach Wilcoxon, Mann und Whitney
Comparing Variances
ANOVA
Comparing Distributions
Correlation Coefficient
Outlier Tests
Control Charts
Statististical Tests - Decision Tree
Bivariate Data
Multivariate Data
Math Background
Exercises
Appendix

Last Update: 2010-12-19