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


Index C...

c-chartp- and c-Charts
calculation of quartilesQuartile
calibrationCalibration
 Classification vs. Calibration
 Multivariate Calibration
calibration functionDefinitions of Quality Control
Cauchy distributionCauchy Distribution
causal modelModeling
causalityCorrelation and Causality
censored dataCensored Data
central limit theoremCentral Limit Theorem
central tendencyMeasures of Location
Challenger disasterCorrelation - Challenger disaster
chance correlationSpurious Correlation
 Exercise - Chance Correlation
characteristical equationEigenvectors and Eigenvalues - Advanced Discussion
chartsGraphing Standards
Chebyshev's theoremChebyshev's Theorem
chemical structuresExercise - 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
chemometricsLiterature References - Chemometrics
 Chemometrics - Introduction
 Chemometrics - Topics and Methods
chi-square distributionChi-Square Distribution
chi-square testTest for Normality
 One Sample Chi-Square-Test
 Chi-Square Test
city block distanceDistance and Similarity Measures
class informationClass Information
class widthHistogram
classificationClassification vs. Calibration
 Discrimination and Classification
 KNN classification
 Literature References - Cluster Analysis, Classification
 Exercise - Classification of unknown wine samples by PCA
classification tableClassifier Performance
classifierClassifier Performance
cluster analysisAgglomerative Clustering
 Cluster Analysis
 Literature References - Cluster Analysis, Classification
 Exercise - Similar Mineral Waters
 k-Means Clustering
coefficient of determinationRegression - Coefficient of Determination
 Coefficient of Determination and MLR
coefficient of variationCoefficient of Variation
coefficients, Savitzky-GolaySavitzky-Golay Filter - Coefficients
coinsData Set - Weights of Coins
collinear variablesExercise - The Effect of Collinear Variables on MLR Models
collinearityMLR and Collinearity
 Variance Inflation Factor
combinationCounting Rules
combination of distributionsCombination of Several Distributions
common questions on ANNsCommon Questions about ANNs
communicating tubesMean
commutative lawCalculating with Sets
comparing meansOne-Sample t-Test - Large Samples
 Comparing means
comparison of distributionsQQ Plot
complementary eventsComplementary Sets and Subsets
concordant pairsGoodman and Kruskal's Gamma
conditional probabilityBayesian Rule
 Conditional Probability
 Independent Events
confidence coefficientConfidence Interval
confidence intervalMLR - Analysis of Variance
 Confidence Interval of the Mean
 Regression - Confidence Interval
 MLR - Estimation of New Observations
 Confidence Interval
confounded variablesConfounded Variables
confusion matrixClassifier Performance
contingency coefficientContingency Coefficient
contingency tableContingency Table
continuous random variableRandom Variable
continuous uniform distributionContinuous Uniform Distribution
control chartsControl Charts
 p- and c-Charts
 x- and R-Charts
convolutionConvolution - Introduction
 Convolution - Mathematical Details
 Filters - Mathematical Background
 Convolution - Calculation Rules
copyrightEditorial
corrected contingency coefficientContingency Coefficient
correlated residualsUncorrelated Residuals - Durbin-Watson Test
correlationConvolution - 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 coefficientCorrelation
 Pearson's Correlation Coefficient
 Distribution of the Correlation Coefficient
 Spearman's Rank Correlation
 Test: Correlation Coefficient
 Measures of Association - an Overview
correlation matrixScatter, Covariance, and Correlation Matrix
 PCA - Different Forms
correlation tableContingency Table
cosine windowWindowing Function and FFT
counting rulesCounting Rules
covarianceCovariance
covariance matrixScatter, Covariance, and Correlation Matrix
 PCA - Different Forms
Cramér-von-Mises testTest for Normality
cross tabulationContingency Table
cross validationCross Validation
 Validation of Models
cumulative frequency distributionCumulative Frequency Distribution
curse of dimensionalityPhase Space
curve fittingLiterature 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 regressionCurvilinear Regression
 Regression after Linearisation
cycle timeFourier Series