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 Univariate Statistics Measures of Location Measures of Variation Moments of a Distribution Distributions Distributions - Some Questions Introduction Cumulative Frequency Distribution Chebyshev's Theorem Expectation Algebra of Expectations Central Limit Theorem z-Transform T-Scores Probability Plot QQ Plot Relationship Between Various Distributions Common Distributons Sampling Distributions Sampling Distributions Chi-Square Distribution t Distribution F Distribution Distribution Calculator Statistical Tests Bivariate Data Multivariate Data Math Background Exercises Appendix