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 Introduction Basic Concepts General Processing Steps Univariate Data Statistical Tests Bivariate Data Correlation Introduction Correlation and Causality Examples of Correlations Measures of Association - an Overview Covariance Pearson's Correlation Coefficient Distribution of the Correlation Coefficient Tied Observations Spearman's Rank Correlation Contingency Table Contingency Coefficient Kendall's Tau-a Kruskal's Gamma Autocorrelation Spurious Correlation Confounded Variables Regression Smoothing Curve Fitting Time Series Calibration Multivariate Data Math Background Exercises Appendix