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 L...
labeling of axes
Graphing Standards
Lance-Williams equation
Agglomerative Clustering
Laplace operator
Vector Operators
latent variables
Modeling with latent variables
LCG
Random Number Generators
LDA
Linear Discriminant Analysis - Introduction
Exercise - Linear Discriminant Analysis
least squares regression
Univariate Regression - Derivation of Equations
leave-one-out
Validation of Models
left censored
Censored Data
length
Data Set - Physical Dimension of Fishes
leptokurtic distribution
Kurtosis
level of measurement
Level of Measurement
Dichotomous Features
level of significance
Level of Significance
The Term "significant"
Levene test
ANOVA - How to perform it
leverage effect
Leverage Effect
lifetime
Exponential Distribution
Weibull Distribution
likelihood
Maximum Likelihood
Classifier Performance
Lilliefors test
Kolmogorov-Smirnov One-Sample Test
Test for Normality
linear congruential generator
Random Number Generators
linear dependence
Linear Dependence
linear discriminant analysis
Linear Discriminant Analysis - Introduction
Exercise - Linear Discriminant Analysis
linear equations
Linear Equations
linear in parameters
Linear vs. - Nonlinear Models
linear interpolation
Interpolation
linear regression
Regression - Introduction
Exercise - Linear Regression
linear vs. non-linear
Linear vs. - Nonlinear Models
linearisation
Regression after Linearisation
linearity
Linear vs. - Nonlinear Models
linearity of models
Modeling
list of interactive examples
Interactive Examples
Literatur
Literatur - Statistical Tests
literature
Literature References - Chemometrics
Literature References - Cluster Analysis, Classification
Literature References - Curve Fitting and Function Approximation
Literature References - Discriminant Analysis
Literature References - Factor Analysis, Principal Components
Literature References - Genetic Algorithms, Evolutionary Computation
Literature References - Survey
Literature References - Mathematics
Literature References - Neural Networks
Literature References - Numerical Methods
Literature References - Regression Analysis
Literature References - Textbooks
Literature References - Time Series
loadings
Factor Analysis
PCA - Loadings and Scores
Relations between Loadings, Scores and Original Data
location
Measures of Location
log-normal distribution
Log-Normal Distribution
logistic regression
Logistic Regression
logit
Logistic Regression
low-pass filter
Types of Filters