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Chapter Reorganization
Proposed Chapter Re-organization:
I. Introduction II. Introductory Apps
- Chapter 1: Data Gathering
- Chapter 2: Data Description
- Chapter 3: Basic Probability
- Chapter 4: Statistical Inference
- Chapter [5-9]: whatever we do next at the intro level (e.g. data ethics)
III. Upper Division Apps
- Chapter 10: Probability
- Chapter 11: Mathematical Statistics
- Chapter 12: Regression
- Chapter 13: ANOVA
- Chapter 14: Time Series
- Chapter 15: Sampling
- Chapter 16: Categorical Data
- Chapter 17: Stochastic Processes
- Chapter 18: Nonparametrics
- Chapter [19-29]: further areas
IV. Data Science Apps
- Chapter 30: Wrangling
- Chapter 31: Visualization
- Chapter 32: Learning & Mining
- Chapter [33-39]: further data science (e.g., reporting/reproducibility, etc.)
V. Other Disciplines
- Chapter 40: Biology
- Chapter [41-##]: Additional disciplines (e.g., economics, physics, psych, etc.)
VI. References