Fundamentals of Statistics
contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics...
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Index
Copyright
Introduction
Basic Concepts
General Processing Steps
Univariate Data
Statistical Tests
Bivariate Data
Correlation
Introduction
Covariance
Pearson's Correlation Coefficient
Correlation and Causality
Examples of Correlations
Distribution of the Correlation Coefficient
Spearman's Rank Correlation
Ordinal Association
Autocorrelation
Chance Correlation
Confounded Variables
Regression
Smoothing
Curve Fitting
Time Series
Calibration
Multivariate Data
Math Background
Exercises
Appendix
Last Update: 2010-12-19