Fundamentals of Statistics
contains material of various lectures and courses of H. Lohninger on statistics, data analysis and chemometrics...
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Index
Copyright
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
Relationship Between Various Distributions
Common Distributons
Discrete Distributions
Continuous Distributions
Continuous Uniform Distribution
Normal Distribution
Lognormal Distribution
Cauchy Distribution
Exponential Distribution
Weibull Distribution
Sampling Distributions
Distribution Calculator
Statistical Tests
Bivariate Data
Multivariate Data
Math Background
Exercises
Appendix
Last Update: 2010-12-19