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 Definition of basic terms Scale of Measurement Dichotomous Features Class Information Indicator Variable Decimal Places and Precision Censored Data Linear vs. Nonlinear Models Precision and Accuracy Detection Limit and Sensitivity Signals and Data Signal and Noise Types of Noise Ergodicity Scedasticity Types of Filters Convolution General Processing Steps Univariate Data Statistical Tests Bivariate Data Multivariate Data Math Background Exercises Appendix