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

Acronyms

A

Acronym Meaning
AAS atomic absorption spectroscopy
ADC analog-digital converter
ACF autocorrelation function
ANN artificial neural network
ANOVA analysis of variance
ARIMA auto-regressive integrated moving average
ARMA auto-regressive moving average

 

B

Acronym Meaning
BPTT back propagation through time

 

C

Acronym Meaning
CRC cyclic redundance check

 

D

Acronym Meaning
DAC digital-analog converter
DL detection limit
DF degrees of freedom
DFT discrete Fourier transform
DPLS PLS discriminant analysis

 

E

Acronym Meaning
EDA explorative data analysis

 

F

Acronym Meaning
FFT fast Fourier transform
FID flame ionisation detector
FIR finite impulse response
FRN fully recurrent network
FT Fourier transform

 

G

Acronym Meaning
GC gas chromatography
GC/MS gas chromatography/mass spectrometry

 

H

Acronym Meaning
H0 null hypothesis
H1 alternative hypothesis

 

I

Acronym Meaning
ICP inductively coupled plasma
IIR infinite impulse response
IQR inter-quartile range

 

J

Acronym Meaning

 

K

Acronym Meaning
KNN k nearest neighbors

 

L

Acronym Meaning
LCG linear congruential generator
LDA linear discriminant analysis

 

M

Acronym Meaning
MANOVA multivariate analysis of variance
MLR multiple lineare regression
MRA maximum redundancy analysis
MRA multi-resolution analysis

 

N

Acronym Meaning
NIPALS nonlinear iterative partial least squares
NMR nuclear magnetic resonance
NTC negative temperature coefficient

 

O

Acronym Meaning

 

P

Acronym Meaning
PLS-DA PLS discriminant analysis
PC principal component
PCA principal component analysis
PCR principal component regression
PLS partial least squares
PRESS predictive error sum of squares
PSD power spectral density

 

Q

Acronym Meaning
QSPR quantitative structure property relationships

 

R

Acronym Meaning
RBF radial basis function
RMS root mean square
RON relative octane number

 

S

Acronym Meaning
SIMCA soft independent modeling of class analogy
SNR signal to noise ratio
SOM self organizing map
SSE sum of squared errors
SVD singular value decomposition

 

T

Acronym Meaning
TDNN time delay neural networks

 

U

Acronym Meaning
UV/VIS ultraviolett/visible

 

V

Acronym Meaning
VIF variance inflation factor

 

W

Acronym Meaning

 

X

Acronym Meaning

 

Y

Acronym Meaning

 

Z

Acronym Meaning

 

Last Update: 2012-10-08