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

 data The Data data acquisition The Data data analysis, introduction What is Data Analysis data collections Internet Resources on Statistics data compression Data Compression by PCA data laboratory Data Laboratory data matrix Data Matrices data set List of Data Sets Data Set - Alcohol Concentration of Red Wines Data Set - Boiling Points and Chemical Descriptors Data Set - Weights of Coins Data Set - Physical Dimension of Fishes Data Set - Banknotes Data Set - Humidity in US Towns Data Set - Mineral Water Data Set - Polynomial Fit Data Set - Delayed Trains Data Set - Solid Residues in Mineral Water Data Set - Gasoline Samples Data Set - Bananas data space, transformation Transformation of the Data Space Transformation of the Data Space - Example: mass spectrometry dB Decibel - A Unit for Expressing Ratios De Morgan's Laws Calculating with Sets Dean and Dixon outlier test Outlier Test - Dean and Dixon decibel Decibel - A Unit for Expressing Ratios decimal places Decimal Places and Precision decision making One-Sided vs. Two-Sided Tests decision tree Statististical Tests - Decision Tree deconvolution Convolution - Introduction deductive statistics Inferential Statistics definition of chemometrics Chemometrics - Introduction degrees of freedom Degrees of Freedom delayed trains Data Set - Delayed Trains dendrograms Dendrograms dependence of variables Linear Dependence derivation of regression formula Univariate Regression - Derivation of Equations derivative Partial Derivative descriptive statistics Descriptive Statistics descriptors Data Matrices design matrix Design Matrix designed experiments ANOVA detection capability Detection Capability detection limit Definitions of Quality Control Detection Limit detection of mixtures Exercise - Detection of mixtures of two different wines by PCA detection of outliers Outlier Tests determinant Matrix Determinant Matrix Determinants - Calculation of Order 2 and 3 determination limit Determination Limit DFT Fourier Transformation - Introduction dichotomous variable Logistic Regression Dichotomous Features Indicator Variable dichotomy Dichotomous Features digitisation Digitisation of Signals digitization Analog/Digital Conversion discordant pairs Goodman and Kruskal's Gamma discrete convolution Convolution - Mathematical Details discrete Fourier transform Fourier Transformation - Introduction discrete random variable Random Variable discrete uniform distribution Discrete Uniform Distribution discriminant analysis Literature References - Discriminant Analysis Exercise - Linear Discriminant Analysis discrimination Discrimination and Classification distance matrix Distance Matrix distance measures Distance and Similarity Measures distribution Bernoulli Distribution Binomial Distribution Hypergeometric Distribution Distributions - Introduction Part 1 Log-Normal Distribution Normal Distribution Poisson Distribution Distributions - Some Questions Relationship Between Various Distributions Continuous Uniform Distribution Moments of a Distribution Exponential Distribution Weibull Distribution Cauchy Distribution Discrete Uniform Distribution Pareto Distribution distribution calculator Distribution Calculator distribution free tests Parametric and Non-Parametric Tests distribution of means Central Limit Theorem distribution-free tests Distribution-Free Tests distributions Combination of Several Distributions distributive law Calculating with Sets divergence Vector Operators Dixon test for outliers Outlier Test - Dean and Dixon dot plot Dot Plot drawing samples Hypergeometric Distribution Distributions - Introduction Part 1 Durbin-Watson test Uncorrelated Residuals - Durbin-Watson Test