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Chapter Reorganization

Open neilhatfield opened this issue 2 years ago • 0 comments

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

neilhatfield avatar May 12 '23 16:05 neilhatfield