What is an instrumental variable in linear regression? How do instrumental variables improve causal inference? Please answer both of these questions and give an example of an instrumental variable. (Chapter 8. Advances Methods for Establishing Causal Inference; at least 450+ words and in APA format)
In Chapter 9, the focus of study is the Dichotomous Variable. Briefly construct a model (example) to predict a dichotomous variable outcome. It can be something that you use at your place of employment or any example of practical usage. Please address each component of the discussion board. Also, cite examples according to APA standards. (Chapter 9. Prediction for a Dichotomous Variable; at least 450+ words and in APA format)
In Chapter 10 the focus of the material is identifying and assessing data. One of the chief concerns of identifying and assessing data is extrapolation and interpolation. Please explain both of these concepts and give a reason why either of these scenarios would occur. (Chapter 10. Identification and Data Assessment; at least 450+ words and in APA format)
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