Effect
portes grátis
Effect
An Introduction to Research Design and Causality
Huntington-Klein, Nick
Taylor & Francis Ltd
12/2021
646
Dura
Inglês
9781032127453
15 a 20 dias
250
Descrição não disponível.
Chapter 1 Designing Research Chapter 2 Research Questions Chapter 3 Describing Variables Chapter 4 Describing Relationships Chapter 5 Identification Chapter 6 Causal Diagrams Chapter 7 Drawing Causal Diagrams Chapter 8 Causal Paths and Closing Back Doors Chapter 9 Finding Front Doors Chapter 10 Treatment Effects Chapter 11 Causality with Less Modeling Chapter 12 Opening the Toolbox Chapter 13 Regression Chapter 14 Matching Chapter 15 Simulation Chapter 16 Fixed Effects Chapter 17 Event Studies Chapter 18 Difference-in-Differences Chapter 19 Instrumental Variables Chapter 20 Regression Discontinuity Chapter 21 A Gallery of Rogues: Other Methods Chapter 22 Under the Rug
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
research design;causal inference;R, Stat, Python;graphical intuition;Back Doors;Data Generating Process;Causal Diagram;Local Average Treatment Effect;Bootstrap Standard Errors;Standard Error Adjustment;Placebo Test;Inverse Probability Weighting;Untreated Group;Treatment Effect Heterogeneity;Theoretical Distribution;Data Set;Treatment Effect;Sampling Distribution;Parallel Trends Assumption;Regression Model;Fuzzy Regression Discontinuity;Can;Standard Errors;Heteroskedasticity Robust Standard Errors;Regression Discontinuity;Matching Variables;Propensity Score;Fixed Effects;Instrumental Variables Design
Chapter 1 Designing Research Chapter 2 Research Questions Chapter 3 Describing Variables Chapter 4 Describing Relationships Chapter 5 Identification Chapter 6 Causal Diagrams Chapter 7 Drawing Causal Diagrams Chapter 8 Causal Paths and Closing Back Doors Chapter 9 Finding Front Doors Chapter 10 Treatment Effects Chapter 11 Causality with Less Modeling Chapter 12 Opening the Toolbox Chapter 13 Regression Chapter 14 Matching Chapter 15 Simulation Chapter 16 Fixed Effects Chapter 17 Event Studies Chapter 18 Difference-in-Differences Chapter 19 Instrumental Variables Chapter 20 Regression Discontinuity Chapter 21 A Gallery of Rogues: Other Methods Chapter 22 Under the Rug
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
research design;causal inference;R, Stat, Python;graphical intuition;Back Doors;Data Generating Process;Causal Diagram;Local Average Treatment Effect;Bootstrap Standard Errors;Standard Error Adjustment;Placebo Test;Inverse Probability Weighting;Untreated Group;Treatment Effect Heterogeneity;Theoretical Distribution;Data Set;Treatment Effect;Sampling Distribution;Parallel Trends Assumption;Regression Model;Fuzzy Regression Discontinuity;Can;Standard Errors;Heteroskedasticity Robust Standard Errors;Regression Discontinuity;Matching Variables;Propensity Score;Fixed Effects;Instrumental Variables Design
