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
The Analytical Process
Data Acquisition
Data Preprocessing
Visualization
Graphing Standards
Error Bars
Dot Plots
Histograms
Frequency Polygons
Stem-and-Leaf Plots
Boxplots
Scatter Plot
On-Screen 3D-Rotation
3D Plots
Variable Selection
Univariate Data
Statistical Tests
Bivariate Data
Multivariate Data
Math Background
Exercises
Appendix