Practice - Causal Inference Techniques
Practice Questions
Test your understanding with targeted questions
What is the main purpose of Randomized Controlled Trials?
💡 Hint: Think about how randomization helps in experimental studies.
What is the difference between RCTs and observational studies?
💡 Hint: Consider the methods used in each type of study.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What technique is considered the gold standard for causal inference?
💡 Hint: Remember which study type allows for better control over variables.
True or False: Observational studies can provide unbiased estimates of causal effects.
💡 Hint: Consider the challenges faced when randomization is not applied.
1 more question available
Challenge Problems
Push your limits with advanced challenges
Design an RCT to test the efficacy of a new cognitive therapy technique for depression. Outline key steps, including participant selection and how to ensure randomization.
💡 Hint: Think through how to minimize bias and control variables in your design.
Given a dataset on smoking rates and lung cancer incidences, discuss how you would identify and reduce confounding variables to improve causal inference.
💡 Hint: Identify all potential confounding factors that could skew the relationship being studied.
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Reference links
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