Fundamentals of Statistics
contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics...
...click here for more
.
A
B
C
D
E
F
G
H
I
J
K
L
M
N
O
P
Q
R
S
T
U
V
W
X
Y
Z
Overview
Index I...
identity matrix
Identity Matrix
IIR filter
Filters - Mathematical Background
independent events
Algebra of Probabilities
Independent Events
indicator variable
Exercise - Estimation of fish weight from size
Indicator Variable
inferential statistics
Inferential Statistics
inner product of vectors
Inner Product of Two Vectors
interactive example
Multi-layer Perceptron
ANN - Back Propagation of Errors
Generalization and Overtraining
Calibration
Central Limit Theorem
Autocorrelation Function
Pearson's Correlation Coefficient
Distribution of the Correlation Coefficient
Examples of Correlations
Scatter, Covariance, and Correlation Matrix
Cross Validation
Cumulative Frequency Distribution
Distributions - Introduction Part 1
Normal Distribution
Data Matrices
Filtering in the Frequency Domain
Graphing Standards
Histogram
Interactive Examples
Kolmogorov-Smirnov One-Sample Test
Linear Discriminant Analysis - Introduction
Leverage Effect
Matrix Multiplication
Mean
Measures of Location
Median
MLR - Test yourself as a multivariate estimator
Mode of a Distribution
Modeling - Example
Moving Average
Types of Noise
Principal Component Analysis
Random Number Generators
Scatter Plot
Simplex Algorithm
Standard Deviation
Time Dependence of Data
Variability
Variance
internet resources
Internet Resources on Statistics
interpolation
Extrapolation
Interpolation
interquartile range
Quantiles
Interquartile Range
Outlier Tests - Basic Rules
intersection
Conditional Probability
Calculating with Sets
Union and Intersection
interval censored
Censored Data
interval scale
Level of Measurement
introduction to ANNs
ANN - Introduction
introduction to data analysis
What is Data Analysis
invariance of scaling
Covariance
invariance of translation
Covariance
inverse Fourier transform
Time and Frequency
inverse matrix
Eigenvectors and Eigenvalues - Definition
Equivalence Operations
Gauss-Jordan Algorithm
Matrix Inversion
Moore-Penrose Pseudo-Inverse Matrix
IQR
Interquartile Range