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
Definition of basic terms
Scale of Measurement
Dichotomous Features
Class Information
Indicator Variable
Decimal Places and Precision
Censored Data
Linear vs. Nonlinear Models
Precision and Accuracy
Detection Limit and Sensitivity
Signals and Data
Signal and Noise
Types of Noise
Ergodicity
Scedasticity
Types of Filters
Convolution
General Processing Steps
Univariate Data
Statistical Tests
Bivariate Data
Multivariate Data
Math Background
Exercises
Appendix
Last Update: 2012-10-08