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

## Index E...

 EDA Exploratory Data Analysis efficiency of a test Distribution-Free Tests eigenvalue Eigenvectors and Eigenvalues - Definition Eigenvectors and Eigenvalues - Advanced Discussion PCA - Model Order eigenvector Eigenvectors and Eigenvalues - Definition Eigenvectors and Eigenvalues - Advanced Discussion elliptical data cluster Transformation of the Data Space Elman network ANN - Recurrent Networks Entscheidungsbaum Statististical Tests - Decision Tree equation solving Gauss-Jordan Algorithm equations Linear Equations equivalence operations Equivalence Operations ergodic process Types of Noise Ergodicity ergodicity Ergodicity error bars Error Bars Graphing Standards error propagation Error Propagation error types Types of Error errors of sampling Representative Samples estimate Population and Sample estimation of new observations MLR - Estimation of New Observations estimator Biased Estimator ethanol motor Exercise - Modeling the NOx Exhaust of an Experimental Motor Euclidean distance Distance and Similarity Measures events Events and Sample Space excess Kurtosis exercise Exercise - Modeling the NOx Exhaust of an Experimental Motor Exercise - Estimation of Boiling Points from Chemical Structure Exercise - Linear Regression Exercise - Chance Correlation Exercise - Weight Loss of Coins Exercise - Design a data set with predefined correlations Exercise - Design a data set showing a bimodal probability density function Exercise - Estimation of fish weight from size Exercise - Estimation of Henry's Constant from Chemical Structure Exercise - Missing Values - Mineral Waters Exercise - The Effect of Collinear Variables on MLR Models Exercise - Design a data set showing a normal probability density function Exercise - Create a Data Set with Outliers Exercise - Perform a PCR by successive application of PCA and MLR Exercise - Calculate a polynomial fit by means of MLR Exercise - Probability of a train being delayed Exercise - Measure your reaction time Exercise - Estimating the bicarbonate concentration in mineral waters Exercise - Similar Mineral Waters Exercise - Testing the Reaction Time of a Person Exercise - Comparing two sample means Exercise - Classification of unknown wine samples by PCA Exercise - Detection of mixtures of two different wines by PCA exercise, t-test Exercise - Relative Humidity of US Cities exercises, list of available Exercises expectation Expectation Algebra of Expectations experimental design Experimental Design exploratory data analysis Exploratory Data Analysis exponential distribution Exponential Distribution extrapolation Neural Networks - Extrapolation Extrapolation extreme values Outliers Extremwerte Signifikanz von Extremwerten

Last Update: 2012-10-08