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 C...
c-chart
p- and c-Charts
calculation of quartiles
Quartile
calibration
Calibration
Classification vs. Calibration
Multivariate Calibration
calibration function
Definitions of Quality Control
Cauchy distribution
Cauchy Distribution
causal model
Modeling
causality
Correlation and Causality
censored data
Censored Data
central limit theorem
Central Limit Theorem
central tendency
Measures of Location
Challenger disaster
Correlation - Challenger disaster
chance correlation
Spurious Correlation
Exercise - Chance Correlation
characteristical equation
Eigenvectors and Eigenvalues - Advanced Discussion
charts
Graphing Standards
Chebyshev's theorem
Chebyshev's Theorem
chemical structures
Exercise - Estimation of Boiling Points from Chemical Structure
Exercise - Estimation of Henry's Constant from Chemical Structure
Exercise - The Effect of Collinear Variables on MLR Models
chemometrics
Literature References - Chemometrics
Chemometrics - Introduction
Chemometrics - Topics and Methods
chi-square distribution
Chi-Square Distribution
chi-square test
Test for Normality
One Sample Chi-Square-Test
Chi-Square Test
city block distance
Distance and Similarity Measures
class information
Class Information
class width
Histogram
classification
Classification vs. Calibration
Discrimination and Classification
KNN classification
Literature References - Cluster Analysis, Classification
Exercise - Classification of unknown wine samples by PCA
classification table
Classifier Performance
classifier
Classifier Performance
cluster analysis
Agglomerative Clustering
Cluster Analysis
Literature References - Cluster Analysis, Classification
Exercise - Similar Mineral Waters
k-Means Clustering
coefficient of determination
Regression - Coefficient of Determination
Coefficient of Determination and MLR
coefficient of variation
Coefficient of Variation
coefficients, Savitzky-Golay
Savitzky-Golay Filter - Coefficients
coins
Data Set - Weights of Coins
collinear variables
Exercise - The Effect of Collinear Variables on MLR Models
collinearity
MLR and Collinearity
Variance Inflation Factor
combination
Counting Rules
combination of distributions
Combination of Several Distributions
common questions on ANNs
Common Questions about ANNs
communicating tubes
Mean
commutative law
Calculating with Sets
comparing means
One-Sample t-Test - Large Samples
Comparing means
comparison of distributions
QQ Plot
complementary events
Complementary Sets and Subsets
concordant pairs
Goodman and Kruskal's Gamma
conditional probability
Bayesian Rule
Conditional Probability
Independent Events
confidence coefficient
Confidence Interval
confidence interval
MLR - Analysis of Variance
Confidence Interval of the Mean
Regression - Confidence Interval
MLR - Estimation of New Observations
Confidence Interval
confounded variables
Confounded Variables
confusion matrix
Classifier Performance
contingency coefficient
Contingency Coefficient
contingency table
Contingency Table
continuous random variable
Random Variable
continuous uniform distribution
Continuous Uniform Distribution
control charts
Control Charts
p- and c-Charts
x- and R-Charts
convolution
Convolution - Introduction
Convolution - Mathematical Details
Filters - Mathematical Background
Convolution - Calculation Rules
copyright
Editorial
corrected contingency coefficient
Contingency Coefficient
correlated residuals
Uncorrelated Residuals - Durbin-Watson Test
correlation
Convolution - Mathematical Details
Correlation
Autocorrelation
Correlation and Causality
Correlation - Challenger disaster
Pearson's Correlation Coefficient
Distribution of the Correlation Coefficient
Examples of Correlations
Covariance
Scatter, Covariance, and Correlation Matrix
Test: Correlation Coefficient
Exercise - Design a data set with predefined correlations
Goodman and Kruskal's Gamma
correlation coefficient
Correlation
Pearson's Correlation Coefficient
Distribution of the Correlation Coefficient
Spearman's Rank Correlation
Test: Correlation Coefficient
Measures of Association - an Overview
correlation matrix
Scatter, Covariance, and Correlation Matrix
PCA - Different Forms
correlation table
Contingency Table
cosine window
Windowing Function and FFT
counting rules
Counting Rules
covariance
Covariance
covariance matrix
Scatter, Covariance, and Correlation Matrix
PCA - Different Forms
Cramér-von-Mises test
Test for Normality
cross tabulation
Contingency Table
cross validation
Cross Validation
Validation of Models
cumulative frequency distribution
Cumulative Frequency Distribution
curse of dimensionality
Phase Space
curve fitting
Literature References - Curve Fitting and Function Approximation
Exercise - Calculate a polynomial fit by means of MLR
Curve Fitting by Splines
Curve Fitting
Curve Fitting by Polynomials
curvilinear regression
Curvilinear Regression
Regression after Linearisation
cycle time
Fourier Series