This question concerns the likelihood for logistic regression Suppose your data

Question

This question concerns the likelihood for logistic regression Suppose your data consist of (xyi), i -1,... ,200, with values Part a) Consider the likelihood for logistic regression. Which are the following are true? There might be more than one cormect answer. A. The residual deviance is greater than or equal to 0 B. The residual deviance is less than or equal to 0 C. The log-likelihood is greater than or equal to 0 D. The log-likelihood is less than or equal to 0 E. The likelihood is greater than or equal to 0 F. The likelihood is less than or equal to 0 G. The likelihood is greater than or equal to 1 H. The likelihood is less than or equal to 1 I. Under I have all data values, I cannot determine any of the above Part b) The reason for the answer in (a) is because for the likelihood of discrete random variables, the likelihood is a word.] [Fill in one suitable

Explanation / Answer

Likelihood of logistics is discrete quantity that signifies that

Residual deviance greater equal to zero (A)

Log-likelihood is less or equal to zero (D)

Likelihood is grater than zero(E)

Likelihood is less than one(H)

Part b)

The reason for answering in part a because likelihood of the discrete random variable, the likelihood is a PROBABILITY.

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