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
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
Sampling Distributions
Sampling Distributions
Chi-Square Distribution
t Distribution
F Distribution
Distribution Calculator
Statistical Tests
Bivariate Data
Multivariate Data
Math Background
Exercises
Appendix