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 The Data Observations and Variables Data Matrices Descriptive Statistics Inferential Statistics Exploratory Data Analysis Random Experiment Random Variable Variability Frequency Parameters Population and Sample Samples Representative Samples Degrees of Freedom Robustness Biased Estimator 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 General Processing Steps Univariate Data Statistical Tests Bivariate Data Multivariate Data Math Background Exercises Appendix