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



Index T...

t distributiont Distribution
t-testANOVA
 One-Sample t-Test - Large Samples
 One-Sample t-Test - Small Samples
 One-Sample t-Test
 Two-Sample t-Test
 Two-Sample t-Test - Large Samples
 Two-Sample t-Test - Small Sample Size
 Comparing means
 Paired Experiments
 Exercise - Relative Humidity of US Cities
 Exercise - Testing the Reaction Time of a Person
 Exercise - Comparing two sample means
t-test for paired differencesWilcoxon-Test für Paardifferenzen
Tanimoto coefficientDistance and Similarity Measures
taxonomy of ANNsTaxonomy of ANNs
TDNNTime Series - Neural Network Models
temperatureExercise - Determine time shift by autocorrelation
testTypes of Error
 Interpreting p values
 Kolmogorov-Smirnov One-Sample Test
 Test for Normality
 Outlier Tests
 Outlier Tests - Basic Rules
 Outlier Test - Dean and Dixon
 One-Sample t-Test - Large Samples
 One-Sample t-Test - Small Samples
 One Sample Chi-Square-Test
 Two-Sample t-Test
 Two-Sample t-Test - Large Samples
 Two-Sample t-Test - Small Sample Size
 Two-Sample F-Test
 Chi-Square Test
 Comparing means
 Paired Experiments
 Distribution-Free Tests
 Hypothesis Testing
 One-Sided vs. Two-Sided Tests
 Power of a Test
 Test: Correlation Coefficient
 Randomization Tests
 Rank Randomization Tests
textbooks in statisticsLiterature References - Textbooks
theorem of ChebyshevChebyshev's Theorem
thermal noisePhysical Origin of Noise
third momentSkewness
time and frequencyTime and Frequency
time dependence of dataTime Dependence of Data
time seriesLiterature References - Time Series
 Signals as Time Series
 Time Series - Neural Network Models
 Time Series - Definition of ARIMA Models
 Time Series - Establishing ARIMA models
 Time Series - Forecasting
 Time Series - Introduction
 Time Series - Model Finding
 Time Series - Trends
 Time Dependence of Data
time shiftExercise - Determine time shift by autocorrelation
time-averagingSignal and Noise
 Time-Averaging
 Time-Averaging - Mathematical Details
topological descriptorsData Set - Boiling Points and Chemical Descriptors
traceMatrix Algebra - Fundamentals
trainsData Set - Delayed Trains
transformationCurvilinear Regression
transformation of data spaceTransformation of the Data Space
 Transformation of the Data Space - Example: mass spectrometry
transposed matrixTransposed Matrix
treatmentExperimental Design
trend analysisExercise - Weight Loss of Coins
trendsTime Series - Trends
two-sample F-testTwo-Sample F-Test
two-sample t-testTwo-Sample t-Test - Large Samples
two-sided testsOne-Sided vs. Two-Sided Tests
types of errorTypes of Error
types of noiseTypes of Noise


Last Update: 2005-Jul-16