textbook/_toc.yml at master · data-88s-berkeley/textbook · GitHub

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format: jb-book
root: content/intro
title: Authors and License
parts:
- caption: About
  chapters:
  - url: http://stat88.org
    title: Course Home
- caption: Chapters
  numbered: true
  chapters:
  - file: content/Chapter_01/00_The_Basics
    sections:
    - file: content/Chapter_01/01_Probabilities_as_Proportions
    - file: content/Chapter_01/02_Exact_Calculation_or_Bound
    - file: content/Chapter_01/03_Fundamental_Rules
    - file: content/Chapter_01/04_Exercises
  - file: content/Chapter_02/00_Intersections_and_Conditioning
    sections:
    - file: content/Chapter_02/01_The_Chance_of_an_Intersection
    - file: content/Chapter_02/02_Symmetry_in_Simple_Random_Sampling
    - file: content/Chapter_02/03_Bayes_Rule
    - file: content/Chapter_02/04_Use_and_Interpretation
    - file: content/Chapter_02/05_Independence
    - file: content/Chapter_02/06_Exercises
  - file: content/Chapter_03/00_Random_Counts
    sections:
    - file: content/Chapter_03/01_Success_and_Failure
    - file: content/Chapter_03/02_Random_Variables
    - file: content/Chapter_03/03_The_Binomial_Distribution
    - file: content/Chapter_03/04_The_Hypergeometric_Distribution
    - file: content/Chapter_03/05_Examples
    - file: content/Chapter_03/06_Exercises
  - file: content/Chapter_04/00_Infinitely_Many_Values
    sections:
    - file: content/Chapter_04/01_Cumulative_Distribution_Function
    - file: content/Chapter_04/02_Waiting_Times
    - file: content/Chapter_04/03_Exponential_Approximations
    - file: content/Chapter_04/04_The_Poisson_Distribution
    - file: content/Chapter_04/05_Exercises
  - file: content/Chapter_05/00_Expectation
    sections:
    - file: content/Chapter_05/01_Definition
    - file: content/Chapter_05/02_Functions_of_Random_Variables
    - file: content/Chapter_05/03_Method_of_Indicators
    - file: content/Chapter_05/04_Unbiased_Estimators
    - file: content/Chapter_05/05_Conditional_Expectation
    - file: content/Chapter_05/06_Expectation_by_Conditioning
    - file: content/Chapter_05/07_Exercises
  - file: content/Chapter_06/00_Measuring_Variability
    sections:
    - file: content/Chapter_06/01_Variance_and_Standard_Deviation
    - file: content/Chapter_06/02_Simplifying_the_Calculation
    - file: content/Chapter_06/03_Markovs_Inequality
    - file: content/Chapter_06/04_Chebyshevs_Inequality
    - file: content/Chapter_06/05_Exercises
  - file: content/Chapter_07/00_The_Variance_of_a_Sum
    sections:
    - file: content/Chapter_07/01_Sums_of_Independent_Random_Variables
    - file: content/Chapter_07/02_Sampling_Without_Replacement
    - file: content/Chapter_07/03_The_Law_of_Averages
    - file: content/Chapter_07/04_Exercises
  - file: content/Chapter_08/00_Central_Limit_Theorem
    sections:
    - file: content/Chapter_08/01_Distribution_of_a_Sample_Sum
    - file: content/Chapter_08/02_Standard_Normal_Curve
    - file: content/Chapter_08/03_Normal_Approximation
    - file: content/Chapter_08/04_How_Large_is_Large
    - file: content/Chapter_08/05_Exercises
  - file: content/Chapter_09/00_Inference
    sections:
    - file: content/Chapter_09/01_Confidence_Intervals_Method
    - file: content/Chapter_09/02_Confidence_Intervals_Interpretation
    - file: content/Chapter_09/03_Testing_Hypotheses
    - file: content/Chapter_09/04_AB_Testing_Fishers_Exact_Test
    - file: content/Chapter_09/05_Exercises
  - file: content/Chapter_10/00_Probability_Density
    sections:
    - file: content/Chapter_10/01_Density
    - file: content/Chapter_10/02_Expectation_and_Variance
    - file: content/Chapter_10/03_The_Exponential_Distribution
    - file: content/Chapter_10/04_The_Normal_Distribution
    - file: content/Chapter_10/05_Exercises
  - file: content/Chapter_11/00_Bias_Variance_and_Least_Squares
    sections:
    - file: content/Chapter_11/01_Bias_and_Variance
    - file: content/Chapter_11/02_Examples
    - file: content/Chapter_11/03_Least_Squares_Linear_Regression
    - file: content/Chapter_11/04_Bounds_on_Correlation
    - file: content/Chapter_11/05_The_Error_in_Regression
    - file: content/Chapter_11/06_Exercises
  - file: content/Chapter_12/00_Inference_in_Regression
    sections:
    - file: content/Chapter_12/01_The_Simple_Linear_Regression_Model
    - file: content/Chapter_12/02_The_Distribution_of_the_Estimated_Slope
    - file: content/Chapter_12/03_Towards_Multiple_Regression
    - file: content/Chapter_12/04_Exercises