Consider a Logistic Regression Model for the Probability of a "Success",given

question 23

Multiple Choice

Consider a logistic regression model for the probability of a "success",given a quantitative variable X. $$\begin{array} { | l | c | } \hline \text { Term } & \text { Estimate } \\\hline \text { Intercept } & - 4.00 \\\hline \mathrm { X } & 0.10 \\\hline\end{array}$$ Use the output above to estimate the probability of a failure when X = 25.

• A)0.1824
• B)0.8176
• C)0.2019
• D)0.7981
• E)0.2231

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Definitions:

Protist

A diverse group of eukaryotic microorganisms, which are neither plants, animals, nor fungi, and share some characteristics with those groups.

Eukaryotic

Referring to cells that contain a nucleus and other organelles enclosed within membranes, characteristic of all life forms except bacteria and archaea.

Single Cell

Pertaining to an organism or entity that consists of only one cell, often referring to unicellular organisms.

Foliose

A type of lichen that has a leaf-like appearance, typically loosely attached to its substrate by the middle, allowing some movement.