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 Multivariate Data Math Background Exercises NOx Exhaust Classification of Wine Residues in Mineral Waters Mixtures of Wines Fish Weight Delayed Trains Similar Mineral Waters Strontium in Drinking Water Design a Data Set: Outliers Reaction Time PCR = PCA + MLR Polynomial Fit by MLR Reaction Time of a Person Design a Data Set: Normal Distribution Relative Humidity of US Cities PCA and Scaling of Data Collinear Variables and MLR Forged Banknotes Water Temperature Boiling Points and Chemical Structure Mortality / Cancer Chance Correlation Missing Values Henry's Constant Weight Loss of Coins Design a Data Set with Specific Correlations Alcohol Content of Wine Design a Data Set: Bimodal Distribution Appendix