Fundamentals of Statistics contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics......click here for more.

Index

Copyright Introduction Basic Concepts General Processing Steps Univariate Data Statistical Tests Bivariate Data Multivariate Data Math Background Set Theorie Probability Vectors Matrices Matrix Algebra - Introduction Fundamentals Stochastic and Regular Matrix Matrix Addition and Subtraction Identity Matrix Transposed Matrix Multiplication Inverse Matrix Fundamental Theorems for Matrices Orthogonality Linear Dependence Rank of a Matrix Determinant Linear Equations Linear Equations Equivalence Operations Gauss-Jordan Algorithm The NIPALS Algorithm Eigenvectors and Eigenvalues - Definition Eigenvectors and Eigenvalues - Advanced Discussion Singular Value Decomposition Varia Exercises Appendix

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Last Update: 2010-12-19