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# model_parameters.mclogit
Code
params
Output
Parameter | Log-Odds | SE | 95% CI | z | p
--------------------------------------------------------------
distance | -1.44 | 0.05 | [-1.54, -1.34] | -27.07 | < .001
cost | -0.98 | 0.04 | [-1.06, -0.90] | -24.52 | < .001
Message
Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
using a Wald z-distribution approximation.
# model_parameters.mblogit
Code
params
Output
# Response level: medium
Parameter | Log-Odds | SE | 95% CI | z | p
-----------------------------------------------------------------
(Intercept) | -0.42 | 0.17 | [-0.76, -0.08] | -2.42 | 0.015
InflMedium | 0.45 | 0.14 | [ 0.17, 0.72] | 3.15 | 0.002
InflHigh | 0.66 | 0.19 | [ 0.30, 1.03] | 3.57 | < .001
TypeApartment | -0.44 | 0.17 | [-0.77, -0.10] | -2.53 | 0.012
TypeAtrium | 0.13 | 0.22 | [-0.31, 0.57] | 0.59 | 0.556
TypeTerrace | -0.67 | 0.21 | [-1.07, -0.26] | -3.23 | 0.001
ContHigh | 0.36 | 0.13 | [ 0.10, 0.62] | 2.73 | 0.006
# Response level: high
Parameter | Log-Odds | SE | 95% CI | z | p
-----------------------------------------------------------------
(Intercept) | -0.14 | 0.16 | [-0.45, 0.17] | -0.87 | 0.384
InflMedium | 0.73 | 0.14 | [ 0.47, 1.00] | 5.37 | < .001
InflHigh | 1.61 | 0.17 | [ 1.29, 1.94] | 9.65 | < .001
TypeApartment | -0.74 | 0.16 | [-1.04, -0.43] | -4.74 | < .001
TypeAtrium | -0.41 | 0.21 | [-0.82, 0.01] | -1.93 | 0.054
TypeTerrace | -1.41 | 0.20 | [-1.80, -1.02] | -7.06 | < .001
ContHigh | 0.48 | 0.12 | [ 0.24, 0.73] | 3.88 | < .001
Message
Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
using a Wald z-distribution approximation.
# simulate_parameters.mblogit
Code
params
Output
# Medium response
Parameter | Coefficient | 95% CI | p
-----------------------------------------------------
(Intercept) | -0.42 | [-0.73, -0.09] | 0.020
InflMedium | 0.44 | [ 0.17, 0.71] | < .001
InflHigh | 0.66 | [ 0.31, 1.02] | < .001
TypeApartment | -0.43 | [-0.78, -0.11] | 0.012
TypeAtrium | 0.12 | [-0.28, 0.58] | 0.588
TypeTerrace | -0.66 | [-1.07, -0.27] | 0.002
ContHigh | 0.35 | [ 0.10, 0.60] | 0.002
# High response
Parameter | Coefficient | 95% CI | p
-----------------------------------------------------
(Intercept) | -0.13 | [-0.43, 0.18] | 0.390
InflMedium | 0.74 | [ 0.46, 0.99] | < .001
InflHigh | 1.61 | [ 1.31, 1.94] | < .001
TypeApartment | -0.74 | [-1.04, -0.42] | < .001
TypeAtrium | -0.41 | [-0.82, -0.01] | 0.048
TypeTerrace | -1.42 | [-1.83, -1.04] | < .001
ContHigh | 0.48 | [ 0.23, 0.72] | < .001
Message
Uncertainty intervals (equal-tailed) and p-values (two-tailed) computed
using a MCMC distribution approximation.
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