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 F...
F distribution
F Distribution
F value
MLR - Analysis of Variance
F-test
Two-Sample F-Test
factor analysis
Factor Analysis
Literature References - Factor Analysis, Principal Components
factorial design
Experimental Design
factors
Experimental Design
failure rate
Weibull Distribution
false alarm
Classifier Performance
false alarm rate
ROC Curve
false-positive/negative
Classifier Performance
fast Fourier transform
Fast Fourier Transform
Fourier Transformation - Introduction
feature
Observations and Variables
feature selection
Mallows Cp Statistic
FFT
Fast Fourier Transform
Fourier Transformation - Introduction
Windowing Function and FFT
filter
Types of Filters
Filtering in the Frequency Domain
Filters - Mathematical Background
Savitzky-Golay Filter
Savitzky-Golay Filter - Mathematical Details
Moving Average
FIR filter
Filters - Mathematical Background
fish weight
Exercise - Estimation of fish weight from size
Data Set - Physical Dimension of Fishes
Fisher R.
Ronald Fisher
Fisher's ratio
Fisher's Ratio
fitness function
Optimization - Visualization of the Response Function
flicker noise
Physical Origin of Noise
forecasting
Time Series - Forecasting
forward selection
Growing Neural Networks
Variable Selection - Forward Selection
Fourier coefficients
Fourier Series
Fourier series
Fourier Series
Fourier transform
Fast Fourier Transform
Filtering in the Frequency Domain
Filters - Mathematical Background
Fourier Transformation - Introduction
Time and Frequency
Windowing Function and FFT
fractile
Quantiles
frequency
Time and Frequency
Contingency Table
Frequency
frequency distribution
Cumulative Frequency Distribution
frequency polygons
Frequency Polygons
function approximation
Literature References - Curve Fitting and Function Approximation
fundamental theorems for matrices
Fundamental Theorems for Matrices