Question

Match the best analysis approach (A - D) to each if thee five scenarios listed below. A: Linear regression B: Logisticregression C: Poisson regression D: Survival ana

Answer 1

The best Matching analysis approaches to different scenarios is described using Linear regression, Logistic regression, Poisson regression, and Survival analysis.

Step-by-step explanation:

The analysis approach (A - D) that matches each of the five scenarios listed below are as follows:

1. Linear regression (A) would be the best approach if the dependent variable is continuous and there is a linear relationship between the dependent and independent variables.
2. Logistic regression (B) would be the best approach if the dependent variable is binary or categorical and there is a non-linear relationship between the dependent and independent variables.
3. Poisson regression (C) would be the best approach if the dependent variable is the count of events over a fixed interval of time or space.
4. Survival analysis (D) would be the best approach if the focus is on the time to an event or failure, and the data includes censored observations.

By matching the appropriate analysis approach to the characteristics of the data, researchers can gain valuable insights and draw meaningful conclusions.

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