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_toc.yml
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_toc.yml
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# Table of contents
# Learn more at https://jupyterbook.org/customize/toc.html
format: jb-book
root: landing_page
parts:
- caption: Class Schedule
chapters:
- file: 00_class_schedule/class_schedule
- caption: Introduction
chapters:
- file: 10_introduction/10_our_approach
- file: 10_introduction/30_solving_the_right_problem
- file: 10_introduction/40_data_science_in_historical_context
- caption: Types of Questions
chapters:
- file: 30_questions/05_descriptive_v_prescriptive
- file: 30_questions/07_eda
title: The Scourge of "EDA"
- file: 30_questions/10_using_exploratory_questions
- file: 30_questions/15_answering_exploratory_questions
- file: 30_questions/17_exploratory_questions_internal_external
- file: 30_questions/20_using_passive_prediction_questions
- file: 30_questions/25_answering_passive_prediction
- file: 30_questions/26_passive_prediction_errors
title: The Right Way To Be Wrong
- file: 30_questions/30_using_causal_questions
- file: 30_questions/40_answering_causal_questions
- caption: Causal Inference
chapters:
- file: 35_causal/10_potential_outcomes
- file: 35_causal/30_interpreting_indicator_vars
title: Indicator Variables
- file: 35_causal/40_causal_inference_beyond_ab_testing
title: Causal Beyond Experiments
- file: 35_causal/50_fixed_effects_and_causal_inference
title: Fixed Effects
sections:
- file: 35_causal/60_fixed_effects
title: Implementing Fixed Effects
- file: 35_causal/70_fixed_effects_v_hierarchical
title: Fixed Effects v. Hierarchical Models
- file: 35_causal/80_matching_why
title: Matching
sections:
- file: 35_causal/90_matching_how
- caption: Data Science in Practice
chapters:
- file: 40_in_practice/00_how_to_read_this_book
- file: 40_in_practice/05_backwards_design
- file: 40_in_practice/10_ethics
- file: 40_in_practice/20_from_data_to_decisions
- file: 40_in_practice/25_writing_to_stakeholders
- caption: Advanced Topics
chapters:
- file: 40_advanced_topics/30_interpretability