Download Causal Analysis Impact Evaluation And Causal Machine Learning With Appl

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4. Description : A Comprehensive And Cutting Edge Introduction To Quantitative Methods Of Causal Analysis Including New Trends In Machine Learningreasoning About Cause And Effect The Consequence Of Doing One Thing Versus Another Is An Integral Part Of Our Lives As Human Beings In An Increasingly Digital And Data Driven Economy The Importance Of Sophisticated Causal Analysis Only Deepens Presenting The Most Important Quantitative Methods For Evaluating Causal Effects This Textbook Provides Graduate Students And Researchers With A Clear And Comprehensive Introduction To The Causal Analysis Of Empirical Data Martin Huber S Accessible Approach Highlights The Intuition And Motivation Behind Various Methods While Also Providing Formal Discussions Of Key Concepts Using Statistical Notation Causal Analysis Covers Several Methodological Developments Not Covered In Other Texts Including New Trends In Machine Learning The Evaluation Of Interaction Or Interference Effects And Recent Research Designs Such As Bunching Or Kink Designsmost Complete And Cutting Edge Introduction To Causal Analysis Including Causal Machine Learning Clean Presentation Of Rigorous Material Avoids Extraneous Detail And Emphasizes Conceptual Analogies Over Statistical Notationsupplies A Range Of Applications And Practical Examples Using R

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