Part 1     Quantitative Background     
Chapter 1    Statistical Analysis and Inference in the Natural Sciences
    Chapter 1.1   The Role of Statistics in Science
    Chapter 1.2   Model Based Analysis and Inference
    Chapter 1.3   Quantitative Reasoning

Chapter 2    Quantities
    Chapter 2.1    Definition
    Chapter 2.2    Types of Measurement Scale
    Chapter 2.3    Data Collection, Recording, Error Checking
    Chapter 2.4    Graphical and Tabular Display of Measured Quantities
    Chapter 2.5    Ratio Scale Units
    Chapter 2.6    Dimensions

Chapter 3    Rescaling Measured Quantities
    Chapter 3.1    Logical Rescaling
    Chapter 3.2    Operations on Ratio Scale Quantities
    Chapter 3.3    Descriptive Statistics and Rescaling
    Chapter 3.4    Unit Conversion and Rigid Re-scaling

Chapter 4    Equations (Formal Models)
    Chapter 4.1    Uses
    Chapter 4.2    Reading and Translating Formal Models
    Chapter 4.3    Homogeneity of Units
    Chapter 4.4    Dimensional Homogeneity

Part 2     Quantifying Uncertainty      Review Questions

Part 3     The General Linear Model. Single Explanatory Variable     

Part 4     The General Linear Model. Multiple Explanatory Variables      Review Questions

Part 5     The Generalized Linear Model     

Part 6     Extensions of the General Linear Model      Review Questions

Course Review and Review Questions

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