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
Means
ANOVA
Comparing Variances
Comparing Distributions
Correlation Coefficient
Outlier Tests
Outliers
Outlier Tests
Outlier Tests - Basic Rules
Dean and Dixon Test
Grubbs' Outlier Test
Nalimov-Test
Walsh's Outlier Test
Significance of Outliers
Control Charts
Varia
Statististical Tests - Decision Tree
Bivariate Data
Multivariate Data
Math Background
Exercises
Appendix
Last Update: 2012-10-08