Index M...

magnitude	Fourier Series
Mahalanobis distance	Distance and Similarity Measures
Mallows Cp-statistic	Mallows Cp Statistic
Mann	Wilcoxon-Mann-Whitney Test
Mann-Whitney test	Wilcoxon-Mann-Whitney Test
manual	Data Laboratory
mapping of spaces	ANN - Mapping of Spaces
mass spectrometry	Transformation of the Data Space - Example: mass spectrometry
mathematics	Literature References - Mathematics
matrix	Scatter, Covariance, and Correlation Matrix
	Data Matrices
	Eigenvectors and Eigenvalues - Definition
	Matrix Addition and Subtraction
	Matrix Algebra - Fundamentals
	Matrix Determinants - Calculation of Order 2 and 3
	Equivalence Operations
	Gauss-Jordan Algorithm
	Identity Matrix
	Matrix Algebra - Introduction
	Matrix Inversion
	Linear Equations
	Matrix Multiplication
	Geometrical Meaning of Matrix Multiplication
	Moore-Penrose Pseudo-Inverse Matrix
matrix algebra	Literature References - Mathematics
	Matrix Algebra - Introduction
	Fundamental Theorems for Matrices
matrix determinant	Matrix Determinant
maximum likelihood	Maximum Likelihood
maximum redundance analysis	Modeling with latent variables
mean	Confidence Interval of the Mean
	Expectation
	Mean
	Measures of Location
	Parameters
	Comparing means
	Generalized Mean
	Cauchy Distribution
mean centering	Scaling of Data
mean of random samples	Central Limit Theorem
measure of association	Measures of Association - an Overview
measurement scale	Level of Measurement
measurement uncertainty	Definitions of Quality Control
measurement variability	Variability
measures of central tendency	Measures of Location
measures of location	Measures of Location
measures of variation	Measures of Variation
median	Quantiles
	Measures of Location
	Median
	Quartile
	Wilcoxon Test for Paired Differences
median test	Median Test
memory based learning	Memory Based Learning
mesocurtic distribution	Kurtosis
mineral water	Data Set - Mineral Water
minimal spanning tree	Minimal Spanning Tree
Minkowski distance	Distance and Similarity Measures
missing values	Missing Values
	Exercise - Missing Values - Mineral Waters
	Exercise - Estimating the bicarbonate concentration in mineral waters
mixtures	Exercise - Detection of mixtures of two different wines by PCA
MLR	MLR - Analysis of Variance
	MLR and Collinearity
	Multiple Linear Regression - Introduction
	MLR - Test yourself as a multivariate estimator
	Variable Selection - Stepwise Regression
	Exercise - Estimation of Boiling Points from Chemical Structure
	Exercise - The Effect of Collinear Variables on MLR Models
	Exercise - Calculate a polynomial fit by means of MLR
	MLR - Estimation of New Observations
	Design Matrix
	Coefficient of Determination and MLR
	Variance Inflation Factor
mode	Measures of Location
mode of a distribution	Mode of a Distribution
model order	PCA - Model Order
model selection	Neural Networks - Model Selection
modeling	Classification vs. Calibration
	Modeling
	Modeling - Example
	Time Series - Model Finding
	Modeling with latent variables
moments of a distribution	Moments of a Distribution
Monte Carlo simulations	Optimization Methods - Monte Carlo Simulations
Mood's median test	Median Test
Moore-Penrose pseudo-inverse matrix	Moore-Penrose Pseudo-Inverse Matrix
moving average	Savitzky-Golay Filter - Mathematical Details
	Moving Average
	Time Series - Definition of ARIMA Models
MRA	Modeling with latent variables
multi-collinearity	MLR and Collinearity
	Ridge Regression
multi-layer perceptron	Multi-layer Perceptron
multikollinearity	Variance Inflation Factor
multiple linear regression	Linear Discriminant Analysis - Introduction
	Multiple Linear Regression - Introduction
	MLR - Test yourself as a multivariate estimator
multiple lineare regression	Design Matrix
multiple regression	MLR - Analysis of Variance
	Exercise - Estimation of Henry's Constant from Chemical Structure
	MLR - Estimation of New Observations
multiple t-tests	ANOVA
multiplication	Matrix Multiplication
	Geometrical Meaning of Matrix Multiplication
multivariate calibration	Multivariate Calibration
multivariate estimator, experiment	MLR - Test yourself as a multivariate estimator
multivariate methods	Survey on Multivariate Methods
multivariate similarity	Exercise - Similar Mineral Waters
multivariate statistics	Multivariate Statistics
mutually exclusive events	Additivity Rule