The appointments in this dataset were all on weekdays only (Monday - Friday). Wednesday is the most popular day for appointments (24% of all 5,000 appointments were on a Wednesday), and Friday is the least popular day (18% of all 5,000 appointments were on a Friday). The following table shows the results from a logistic regression model relating the likelihood of missing an appointment to the day of the week the appointment is schedule. Results are displayed on both the regression scale (intercept and slope) scale and the exponentiated (odds and odds ratio) scale. Logistic Regression Odds Ratio* (95% Day of Week Slope (95% CI) CI)** Monday Tuesday ref -0.14 (-0.32, 0.04) -0.18 (-0.37, 0.01) -0.20 (-0.41, 0.01) -0.04 ( -0.23, 0.16) 0.87 (0.73, 1.04) Wednesday 0.84 (0.69, 1.01) 0.82 (0.66, 1.01) 0.96 (0.79, 0.85) Thursday Friday intercept -0.73 0.48 * Odds Ratio of Missing Appointment ** Each value in this column Is the exponentiated corresponding value from previous column On Which day of the week is it most likely that a patient misses their appointment? Question 1: On which day of the week is it most likely that a patient misses their appointment? a. Monday b. Tuesday c. Wednesday d. Thursday e. Friday
The appointments in this dataset were all on weekdays only (Monday - Friday). Wednesday is the most popular day for appointments (24% of all 5,000 appointments were on a Wednesday), and Friday is the least popular day (18% of all 5,000 appointments were on a Friday). The following table shows the results from a logistic regression model relating the likelihood of missing an appointment to the day of the week the appointment is schedule. Results are displayed on both the regression scale (intercept and slope) scale and the exponentiated (odds and odds ratio) scale. Logistic Regression Odds Ratio* (95% Day of Week Slope (95% CI) CI)** Monday Tuesday ref -0.14 (-0.32, 0.04) -0.18 (-0.37, 0.01) -0.20 (-0.41, 0.01) -0.04 ( -0.23, 0.16) 0.87 (0.73, 1.04) Wednesday 0.84 (0.69, 1.01) 0.82 (0.66, 1.01) 0.96 (0.79, 0.85) Thursday Friday intercept -0.73 0.48 * Odds Ratio of Missing Appointment ** Each value in this column Is the exponentiated corresponding value from previous column On Which day of the week is it most likely that a patient misses their appointment? Question 1: On which day of the week is it most likely that a patient misses their appointment? a. Monday b. Tuesday c. Wednesday d. Thursday e. Friday
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
A2
Transcribed Image Text:Question 2: On which day of the week is
least likely that a patient misses their
appointment?
a. Monday
b. Tuesday
c. Wednesday
d. Thursday
e. Friday
Question 3: What is the estimated
probability of a missed appointment (i.e.
the estimated proportion of patients
missing an appointment) scheduled on a
Monday?
a. 0.27 (27%)
b. 0.48 (48%)
c. 1.0 (100%)
d. 0.32 (32%)
Transcribed Image Text:The appointments in this dataset were all on weekdays only (Monday - Friday). Wednesday is the most popular day for appointments (24% of all 5,000
appointments were on a Wednesday), and Friday is the least popular day (18% of all 5,000 appointments were on a Friday). The following table shows the results
from a logistic regression model relating the likelihood of missing an appointment to the day of the week the appointment is schedule. Results are displayed on
both the regression scale (intercept and slope) scale and the exponentiated (odds and odds ratio) scale.
Logistic Regression
Odds Ratio* (95%
Day of Week
Slope (95% CI)
CI)**
Monday
Tuesday
ref
1
-0.14 (-0.32, 0.04)
0.87 (0.73, 1.04)
-0.18 (-0.37, 0.01)
-0.20 (-0.41, 0.01)
-0.04 ( -0.23, 0.16)
Wednesday
0.84 (0.69, 1.01)
Thursday
Friday
0.82 (0.66, 1.01)
0.96 (0.79, 0.85)
intercept
-0.73
0.48
* Odds Ratio of Missing Appointment
** Each value in this column Is the exponentiated
corresponding value from previous
column
On Which day of the week is it most likely that a patient misses their appointment?
Question 1: On which day of the week is it
most likely that a patient misses their
appointment?
a. Monday
b. Tuesday
c. Wednesday
d. Thursday
e. Friday
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