Question

Coefficients: Given the below logistic regression model output, what would be the predicted probability that the outcome is 1 given covariate values LO=0, L1=1, A=1? Estimate Std. Error z value Pr(>|z|) (Intercept) -2.1852 0.0512 -42.66 < 2e-16 * LO 0.7162 0.0981 7.30 2.9e-13 * L1 1.1602 0.1163 9.97 < 2e-16 * A 1.3215 0.1076 12.28 < 2e-16 * LO:L1 0.3180 0.1371 2.32 0.02040 * LO: A 0.5470 0.1510 3.62 0.00029 *** L1: A 0.3108 0.1490 2.09 0.03694 *

Name: coefficients given the below logistic regression model output what would be the predicted probability that the outcome is 1 given covariate values lo0 l11 a1 estimate std error z value prz i 65154
Uploaded: 2023-02-24T16:26:57-08:00
Duration: 2 min 24 s
Channel: Sri K
Description: coefficients given the below logistic regression model output what would be the predicted probability that the outcome is 1 given covariate values lo0 l11 a1 estimate std error z value prz i 65154

          Coefficients:
Given the below logistic regression model output, what would be the predicted probability that
the outcome is 1 given covariate values LO=0, L1=1, A=1?
Estimate Std. Error z value Pr(>|z|)
(Intercept) -2.1852 0.0512 -42.66 < 2e-16 ***
LO 0.7162 0.0981 7.30 2.9e-13 ***
L1 1.1602 0.1163 9.97 < 2e-16 ***
A 1.3215 0.1076 12.28 < 2e-16 ***
LO:L1 0.3180 0.1371 2.32 0.02040 *
LO: A 0.5470 0.1510 3.62 0.00029 ***
L1: A 0.3108 0.1490 2.09 0.03694 *

coefficients given the below logistic regression model output what would be the predicted probability that the outcome is 1 given covariate values lo0 l11 a1 estimate std error z value prz i 65154

Added by Timothy P.

Elementary Statistics a Step by Step Approach

Allan G. Bluman 9th Edition

Instant Answer

Solved by Expert Sri K

02/24/2023

Step 1

Step 1: The logistic regression model is: $$log(\frac{p}{1-p}) = \beta_0 + \beta_1 LO + \beta_2 L1 + \beta_3 A + \beta_4 LO:L1 + \beta_5 LO:A + \beta_6 L1:A$$ where $p$ is the probability of the outcome being 1. Show more…

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Coefficients: Given the below logistic regression model output, what would be the predicted probability that the outcome is 1 given covariate values LO=0, L1=1, A=1? Estimate Std. Error z value Pr(>|z|) (Intercept) -2.1852 0.0512 -42.66 < 2e-16 *** LO 0.7162 0.0981 7.30 2.9e-13 *** L1 1.1602 0.1163 9.97 < 2e-16 *** A 1.3215 0.1076 12.28 < 2e-16 *** LO:L1 0.3180 0.1371 2.32 0.02040 * LO: A 0.5470 0.1510 3.62 0.00029 *** L1: A 0.3108 0.1490 2.09 0.03694 *