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


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Introduction
Basic Concepts
Definition of basic terms
The Data
Data Matrices
Descriptive Statistics
Inferential Statistics
Exploratory Data Analysis
Random Experiment
Observations and Variables
Random Variable
Variability
Parameters
Population and Sample
Samples
Representative Samples
Degrees of Freedom
Robustness
Biased Estimator
Scales
Decimal Places and Precision
Linear vs. Nonlinear Models
Precision and Accuracy
Detection Limit and Sensitivity
Signals and Data
General Processing Steps
Univariate Data
Statistical Tests
Bivariate Data
Multivariate Data
Math Background
Exercises
Appendix

Last Update: 2009-Mär-28