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1. Which statement is true for negative binomial and Poisson regression models?
A) The canonical link function for Poisson regression is the log, while for negative binomial it is the logit.
B) Negative binomial models accommodate negative integers while Poisson regression does not.
C) Poisson regression models are used for count data, and negative binomial models are used for binary responses.
D) Poisson regression is a special case of negative binomial regression.
2. What information can you interpret from a Cluster Matrix?
A) The cluster centroids
B) The number of data points in each cluster
C) The proximity or similarity between clusters
D) The order of cluster creation
3. Cluster Analysis in SAS Visual Statistics is categorized as which type of machine learning?
A) Unsupervised learning
B) Supervised learning
C) Reinforcement learning
D) Semi-supervised learning
4. What is the purpose of implementing score code generated by SAS Visual Statistics?
A) To calculate the p-values of predictor variables
B) To assess the distribution of residuals in the model
C) To evaluate the performance of the scoring code
D) To apply the trained model to new data for predictions
5. What roles can be assigned to variables in logistic regression?
A) Interval
B) Input
C) Target
D) Nominal
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A,C | Question # 3 Answer: A | Question # 4 Answer: D | Question # 5 Answer: B,C,D |
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