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 The Analytical Process Data Acquisition Data Preprocessing Scaling of Data Missing Values Transformation of the Data Space Signal and Noise Physical Origin of Noise Time-Averaging Visualization Variable Selection Univariate Data Statistical Tests Bivariate Data Multivariate Data Math Background Exercises Appendix