Fundamentals of Statistics
contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics...
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Index
Editorial
Changes and Improvements
Introduction
Basic Concepts
General Processing Steps
Univariate Data
Univariate Statistics
Measures of Location
Measures of Variation
Moments of a Distribution
Distributions
Distributions - Some Questions
Introduction
Cumulative Frequency Distribution
Chebyshev's Theorem
Expectation
Algebra of Expectations
Central Limit Theorem
z-Transform
T-Scores
Probability Plot
QQ Plot
Relationship Between Various Distributions
Common Distributons
Discrete Distributions
Bernoulli Distribution
Discrete Uniform Distribution
Binomial Distribution
Hypergeometric Distribution
Poisson Distribution
Continuous Distributions
Sampling Distributions
Distribution Calculator
Statistical Tests
Bivariate Data
Multivariate Data
Math Background
Exercises
Appendix
Last Update: 2012-10-08