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 Regression Introduction History of the Term Regression Straight Line Regression - Assumptions Simple Regression - Summary Residuals Analysis of Residuals Uncorrelated Residuals Confidence Interval Curvilinear Regression Regression after Linearisation Leverage Effect Coefficient of Determination Robust Regression Derivation of a Univariate Regression Formula Smoothing Curve Fitting Time Series Calibration Multivariate Data Math Background Exercises Appendix