Fundamentals of Statistics
contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics...
...click here for more
.
Index
Editorial
Changes and Improvements
Introduction
Basic Concepts
General Processing Steps
Univariate Data
Statistical Tests
Bivariate Data
Multivariate Data
Introduction
Survey on Multivariate Methods
Basic Knowledge
Structure of Measured Data
Scatter, Covariance, and Correlation Matrix
Distance and Similarity Measures
Distance Matrix
Selection of Variables
Principles
Survey
Forward Selection
Pruning
Stepwise Regression
Mallows Cp Statistic
Experimental Design
Optimization
Modeling
Math Background
Exercises
Appendix
Last Update: 2012-10-08