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 B...
back propagation
ANN - Back Propagation of Errors
backward selection
Variable Selection - Pruning
bananas
Data Set - Bananas
band-pass filter
Types of Filters
banknotes
Data Set - Banknotes
Bartlett window
Windowing Function and FFT
Bayesian rule
Bayesian Rule
Bel
Decibel - A Unit for Expressing Ratios
Bernoulli distribution
Bernoulli Distribution
biased estimator
Biased Estimator
biased model
Modeling
bimodal distribution
Exercise - Design a data set showing a bimodal probability density function
binary random sequence
Runs Test
binary reponse variable
Logistic Regression
binary variable
Dichotomous Features
Indicator Variable
binomial distribution
Binomial Distribution
Relationship Between Various Distributions
biography
Ronald Fisher
Karl Pearson
bivariate statistics
Multivariate Statistics
Blackman window
Windowing Function and FFT
blank value
Definitions of Quality Control
blue noise
Types of Noise
body fat
Data Set - Body Fat of 252 Men
boiling points
Exercise - Estimation of Boiling Points from Chemical Structure
Exercise - The Effect of Collinear Variables on MLR Models
Data Set - Boiling Points and Chemical Descriptors
boot-strapping
Cross Validation
box and whisker display
Boxplots
boxplots
Boxplots
brain
Natural Brains
Brown-Forsythe test
ANOVA - How to perform it
Brownian motion
Physical Origin of Noise
brute force approach
Optimization Methods - Brute Force Approach