Table A10.
The outcomes of the logistic and negative binomial component of the fitted ZINB regression model for Bifidobacterium
Logistic regression component | Negative binomial regression component | |||||||
---|---|---|---|---|---|---|---|---|
Estimate | Std. Error | Z value | Pr(>|z|) | Estimate | Std. Error | Z value | Pr(>|z|) | |
(Intercept) | −10.841 | 0.183 | −59.086 | 0 | 6.284 | 0.144 | 43.704 | 0 |
Age | 0.025 | 0.002 | 12.059 | 0 | −0.021 | 0.001 | −17.697 | 0 |
Sex | ||||||||
Female | Reference category | |||||||
Male | −0.357 | 0.067 | −5.328 | 0 | 0.01 | 0.042 | 0.231 | 0.818 |
Race | ||||||||
Caucasian | Reference category | |||||||
African American | −0.981 | 0.553 | −1.773 | 0.076 | 0.294 | 0.253 | 1.163 | 0.245 |
Asian or Pacific Islander | −1.116 | 0.221 | −5.061 | 0 | 0.734 | 0.091 | 8.101 | 0 |
Hispanic | −0.603 | 0.257 | −2.344 | 0.019 | −0.251 | 0.138 | −1.821 | 0.069 |
Other | −0.087 | 0.191 | −0.454 | 0.65 | −0.113 | 0.113 | −1.005 | 0.315 |
Geographic location | ||||||||
North America | Reference category | |||||||
Europe | −0.587 | 0.074 | −7.922 | 0 | 0.113 | 0.047 | 2.417 | 0.016 |
Oceania | −0.02 | 0.167 | −0.122 | 0.903 | −0.338 | 0.108 | −3.141 | 0.002 |
Others | 0.27 | 0.507 | 0.532 | 0.595 | 0.996 | 0.35 | 2.843 | 0.004 |
Whole grain | ||||||||
Never | Reference category | |||||||
Low frequency | −0.471 | 0.1 | −4.709 | 0 | 0.271 | 0.08 | 3.401 | 0.001 |
High frequency | −0.755 | 0.101 | −7.447 | 0 | 0.569 | 0.08 | 7.119 | 0 |
Vegetable | ||||||||
Never | −0.26 | 0.342 | −0.76 | 0.447 | 1.138 | 0.238 | 4.773 | 0 |
Low frequency | −0.062 | 0.111 | −0.56 | 0.576 | 0.221 | 0.07 | 3.147 | 0.002 |
High frequency | Reference category | |||||||
Fruit | ||||||||
Never | Reference category | |||||||
Low frequency | −0.444 | 0.144 | −3.091 | 0.002 | −0.076 | 0.116 | −0.657 | 0.511 |
High frequency | −0.69 | 0.142 | −4.851 | 0 | −0.189 | 0.114 | −1.657 | 0.098 |
Milk and cheese | ||||||||
Never | Reference category | |||||||
Low frequency | −0.321 | 0.099 | −3.257 | 0.001 | −0.162 | 0.072 | −2.236 | 0.025 |
High frequency | −0.374 | 0.096 | −3.907 | 0 | −0.079 | 0.07 | −1.131 | 0.258 |
C‐section | ||||||||
False | Reference category | |||||||
True | 0.124 | 0.11 | 1.132 | 0.257 | 0.012 | 0.067 | 0.185 | 0.854 |
Feeding patterns | ||||||||
Primarily breast milk | Reference category | |||||||
A mixture of breast milk and formula | 0.171 | 0.085 | 2.01 | 0.044 | 0.032 | 0.056 | 0.566 | 0.572 |
Primarily infant formula | −0.022 | 0.076 | −0.283 | 0.777 | 0.077 | 0.051 | 1.504 | 0.133 |
Antibiotic | ||||||||
Never | Reference category | |||||||
Low frequency | 0.251 | 0.073 | 3.465 | 0.001 | −0.005 | 0.048 | −0.107 | 0.915 |
High frequency | 0.11 | 0.134 | 0.815 | 0.415 | 0.4 | 0.099 | 4.021 | 0 |
IBD | ||||||||
False | Reference category | |||||||
True | 0.133 | 0.133 | 1.004 | 0.315 | 0.461 | 0.101 | 4.558 | 0 |
IBS | ||||||||
False | Reference category | |||||||
True | 0.264 | 0.081 | 3.266 | 0.001 | 0.161 | 0.056 | 2.887 | 0.004 |
Autoimmune disease | ||||||||
False | Reference category | |||||||
True | 0.246 | 0.092 | 2.68 | 0.007 | −0.15 | 0.072 | −2.1 | 0.036 |
Cardiovascular disease | ||||||||
False | Reference category | |||||||
True | −0.179 | 0.187 | −0.955 | 0.339 | 0.127 | 0.128 | 0.997 | 0.319 |
Food allergy | ||||||||
False | Reference category | |||||||
True | 0.064 | 0.07 | 0.923 | 0.356 | −0.201 | 0.045 | −4.424 | 0 |