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 Fundamendals Means and Medians Comparing means One Sample t-Test One-Sample t-Test Small Sample Size Large Sample Size Two-Sample t-Test Paired Experiments Welch-Test Wilcoxon-Test for Paired Differences Wilcoxon-Mann-Whitney Test Median Test ANOVA Comparing Variances Comparing Distributions Correlation Coefficient Outlier Tests Control Charts Varia Statististical Tests - Decision Tree Bivariate Data Multivariate Data Math Background Exercises Appendix