Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Researchers believe that whether someone is hired or not is related to their age (in years). To test this theory, we collected data on 100

Researchers believe that whether someone is hired or not is related to their age (in years). To test this theory, we collected data on 100 people, and ran the following logistic regression model: ln (p / 1 p) = 0 + 1Age where p is the binomial probability that someone is hired.

Parameter Estimate Std.Error

Intercept 0.80 0.65

Age -0.02 0.015

1. (2 points) If someone's age decreases by 5 years, by how much will his odds of being hired decrease / increase?

Answer: (A) 1.105 (B) 2.501 (C) 0.746 (D) 5.020

2. (2 points) If someone is 28 years old, what is the probability of being hired?

Answer: (A) 0.74 (B) 0.63 (C) 0.56 (D) 0.23

3. (2 points) Calculate a 95% confidence interval for the slope.

Answer: (A) [0.4940, 0.0940] (B) [0.0494, 0.0094] (C) [1.4940, 1.0940] (D) [1.0494, 1.0094]

4. (2 points) Based on the confidence interval calculated above, what can you say about the P-value for the 2 the test for the slope?

Answer: (A) P-value < 0.01 (B) P-value is between 0.01 and 0.05 (C) P-value is between 0.05 and 0.1 (D) P-value > 0.05

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Functional Analysis And The Feynman Operator Calculus

Authors: Tepper L Gill, Woodford W Zachary, Zachary Woodford

1st Edition

331927595X, 9783319275956

More Books

Students also viewed these Mathematics questions