Fundamentals of Statistics
contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics...
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Overview
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