Huntington-Klein, Nick
The effect : an introduction to research design and causality / por Nick Huntington-Klein. -- - Flórida, EUA : CRC Press, 2022. - 619 p. : il.
Introduction I - The Design of Research 1. Designing Research 2. Research Questions 3. Describing Variables 4. Describing Relationships 5. Identification 6. Causal Diagrams 7. Drawing Causal Diagrams 8. Causal Paths and Closing Back Doors 9. Finding Front Doors 10. Treatment Effects 11. Causality with Less Modeling II - The Toolbox 12. Opening the Toolbox 13. Regression 14. Matching 15. Simulation 16. Fixed Effects 17. Event Studies 18. Difference-in-Differences 19. Instrumental Variables 20. Regression Discontinuity 21. A Gallery of Rogues: Other Methods 22. Under the Rug Bibliography Index
9781032125787
Métodos de Pesquisa
Métodos Estatísticos
Causalidade
The effect : an introduction to research design and causality / por Nick Huntington-Klein. -- - Flórida, EUA : CRC Press, 2022. - 619 p. : il.
Introduction I - The Design of Research 1. Designing Research 2. Research Questions 3. Describing Variables 4. Describing Relationships 5. Identification 6. Causal Diagrams 7. Drawing Causal Diagrams 8. Causal Paths and Closing Back Doors 9. Finding Front Doors 10. Treatment Effects 11. Causality with Less Modeling II - The Toolbox 12. Opening the Toolbox 13. Regression 14. Matching 15. Simulation 16. Fixed Effects 17. Event Studies 18. Difference-in-Differences 19. Instrumental Variables 20. Regression Discontinuity 21. A Gallery of Rogues: Other Methods 22. Under the Rug Bibliography Index
9781032125787
Métodos de Pesquisa
Métodos Estatísticos
Causalidade
