multinomial model Search Results


gee cumulative-logit model for ordinal data  (SAS institute)
90
SAS institute gee cumulative-logit model for ordinal data
Gee Cumulative Logit Model For Ordinal Data, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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multinomial mixed logistic model  (SAS institute)
90
SAS institute multinomial mixed logistic model
Multinomial Mixed Logistic Model, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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ordinal multinomial model  (SAS institute)
90
SAS institute ordinal multinomial model
Ordinal Multinomial Model, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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bayesian hierarchical multinomial model  (SoftMax Inc)
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SoftMax Inc bayesian hierarchical multinomial model
Bayesian Hierarchical Multinomial Model, supplied by SoftMax Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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ordinal model sas proc genmod with multinomial distribution  (SAS institute)
90
SAS institute ordinal model sas proc genmod with multinomial distribution
Ordinal Model Sas Proc Genmod With Multinomial Distribution, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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mixed multinomial logit (mmnl) model nlogit version 6  (Econometric Software Inc)
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Econometric Software Inc mixed multinomial logit (mmnl) model nlogit version 6
Mixed Multinomial Logit (Mmnl) Model Nlogit Version 6, supplied by Econometric Software Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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mixed multinomial logit (mmnl) model nlogit version 6 - by Bioz Stars, 2026-06
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multinomial logit model  (Schmid GmbH)
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Schmid GmbH multinomial logit model
Multinomial Logit Model, supplied by Schmid GmbH, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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multinomial mixed-effect regression model  (SAS institute)
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SAS institute multinomial mixed-effect regression model
Multinomial Mixed Effect Regression Model, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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multinomial model  (SAS institute)
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SAS institute multinomial model
Multinomial Model, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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multinomial model - by Bioz Stars, 2026-06
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dirichlet multinomial mixture modeling  (Arivale Inc)
90
Arivale Inc dirichlet multinomial mixture modeling
A) Principal Coordinate Analysis (PCoA) plot of the genus-level Bray-Curtis Dissimilarity matrix color-coded by enterotypes. B-D) Relative abundance of Bacteroides (B), Prevotella (C), and Faecalibacterium (D) genera across the four enterotypes identified in the cohort. E) Proportion of each <t>enterotype</t> in statin users and non-users across the whole cohort (left) and stratified by obesity status (right). F) Plasma HMG levels among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term p-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term p-value from covariate adjusted ANCOVA models. Plasma HMG levels shown on the y-axis are values adjusted for the same covariates (residuals). G) HOMA-IR measures among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term p-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term p-value from ANCOVA models adjusted for covariates. P-values above the box plots in F) and G) correspond to tests of significance between statin non-users and statin users within each enterotype using two-samples t-test. Differences with Bonferroni corrected P<0 . 05 were considered statistically significant and are highlighted in red. Box plots represent the interquartile range (25th to 75th percentile, IQR), with the middle line denoting the median; whiskers span 1.5 × IQR, points beyond this range are shown individually.
Dirichlet Multinomial Mixture Modeling, supplied by Arivale Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/dirichlet multinomial mixture modeling/product/Arivale Inc
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dirichlet multinomial mixture modeling - by Bioz Stars, 2026-06
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multinomial logit model nlogit 5  (Econometric Software Inc)
90
Econometric Software Inc multinomial logit model nlogit 5
A) Principal Coordinate Analysis (PCoA) plot of the genus-level Bray-Curtis Dissimilarity matrix color-coded by enterotypes. B-D) Relative abundance of Bacteroides (B), Prevotella (C), and Faecalibacterium (D) genera across the four enterotypes identified in the cohort. E) Proportion of each <t>enterotype</t> in statin users and non-users across the whole cohort (left) and stratified by obesity status (right). F) Plasma HMG levels among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term p-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term p-value from covariate adjusted ANCOVA models. Plasma HMG levels shown on the y-axis are values adjusted for the same covariates (residuals). G) HOMA-IR measures among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term p-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term p-value from ANCOVA models adjusted for covariates. P-values above the box plots in F) and G) correspond to tests of significance between statin non-users and statin users within each enterotype using two-samples t-test. Differences with Bonferroni corrected P<0 . 05 were considered statistically significant and are highlighted in red. Box plots represent the interquartile range (25th to 75th percentile, IQR), with the middle line denoting the median; whiskers span 1.5 × IQR, points beyond this range are shown individually.
Multinomial Logit Model Nlogit 5, supplied by Econometric Software Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/multinomial logit model nlogit 5/product/Econometric Software Inc
Average 90 stars, based on 1 article reviews
multinomial logit model nlogit 5 - by Bioz Stars, 2026-06
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logit model for discrete time  (SAS institute)
90
SAS institute logit model for discrete time
A) Principal Coordinate Analysis (PCoA) plot of the genus-level Bray-Curtis Dissimilarity matrix color-coded by enterotypes. B-D) Relative abundance of Bacteroides (B), Prevotella (C), and Faecalibacterium (D) genera across the four enterotypes identified in the cohort. E) Proportion of each <t>enterotype</t> in statin users and non-users across the whole cohort (left) and stratified by obesity status (right). F) Plasma HMG levels among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term p-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term p-value from covariate adjusted ANCOVA models. Plasma HMG levels shown on the y-axis are values adjusted for the same covariates (residuals). G) HOMA-IR measures among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term p-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term p-value from ANCOVA models adjusted for covariates. P-values above the box plots in F) and G) correspond to tests of significance between statin non-users and statin users within each enterotype using two-samples t-test. Differences with Bonferroni corrected P<0 . 05 were considered statistically significant and are highlighted in red. Box plots represent the interquartile range (25th to 75th percentile, IQR), with the middle line denoting the median; whiskers span 1.5 × IQR, points beyond this range are shown individually.
Logit Model For Discrete Time, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/logit model for discrete time/product/SAS institute
Average 90 stars, based on 1 article reviews
logit model for discrete time - by Bioz Stars, 2026-06
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Image Search Results


A) Principal Coordinate Analysis (PCoA) plot of the genus-level Bray-Curtis Dissimilarity matrix color-coded by enterotypes. B-D) Relative abundance of Bacteroides (B), Prevotella (C), and Faecalibacterium (D) genera across the four enterotypes identified in the cohort. E) Proportion of each enterotype in statin users and non-users across the whole cohort (left) and stratified by obesity status (right). F) Plasma HMG levels among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term p-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term p-value from covariate adjusted ANCOVA models. Plasma HMG levels shown on the y-axis are values adjusted for the same covariates (residuals). G) HOMA-IR measures among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term p-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term p-value from ANCOVA models adjusted for covariates. P-values above the box plots in F) and G) correspond to tests of significance between statin non-users and statin users within each enterotype using two-samples t-test. Differences with Bonferroni corrected P<0 . 05 were considered statistically significant and are highlighted in red. Box plots represent the interquartile range (25th to 75th percentile, IQR), with the middle line denoting the median; whiskers span 1.5 × IQR, points beyond this range are shown individually.

Journal: medRxiv

Article Title: Heterogeneity in statin responses explained by variation in the human gut microbiome

doi: 10.1101/2021.12.02.21267193

Figure Lengend Snippet: A) Principal Coordinate Analysis (PCoA) plot of the genus-level Bray-Curtis Dissimilarity matrix color-coded by enterotypes. B-D) Relative abundance of Bacteroides (B), Prevotella (C), and Faecalibacterium (D) genera across the four enterotypes identified in the cohort. E) Proportion of each enterotype in statin users and non-users across the whole cohort (left) and stratified by obesity status (right). F) Plasma HMG levels among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term p-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term p-value from covariate adjusted ANCOVA models. Plasma HMG levels shown on the y-axis are values adjusted for the same covariates (residuals). G) HOMA-IR measures among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term p-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term p-value from ANCOVA models adjusted for covariates. P-values above the box plots in F) and G) correspond to tests of significance between statin non-users and statin users within each enterotype using two-samples t-test. Differences with Bonferroni corrected P<0 . 05 were considered statistically significant and are highlighted in red. Box plots represent the interquartile range (25th to 75th percentile, IQR), with the middle line denoting the median; whiskers span 1.5 × IQR, points beyond this range are shown individually.

Article Snippet: Using a previously established method for enterotype identification, Dirichlet multinomial mixture (DMM) modeling , the participants in the Arivale cohort separated optimally into four groups, according to the Bayesian Information Criterion (BIC), consistent with some, but not all, previous human gut microbiome studies ( Bacteroides 1 ( Bac .

Techniques: Clinical Proteomics

A) Blood LDL-cholesterol levels among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term P-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term P-value from ANCOVA models adjusted for clinical lab vendor, microbiome vendor, sex, age, BMI and LDL cholesterol. Values shown on the y-axis are values adjusted for the same covariates (residuals). B) HbA1c measures among statin users and non-users stratified by enterotype. Interaction P corresponds to an unadjusted interaction term P-value as in A), while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term P-value from ANCOVA models adjusted for clinical lab vendor, microbiome vendor, sex, age, BMI, HMG and LDL cholesterol. Values shown on the y-axis are values adjusted for the same covariates (residuals). P-values above the box plots across A)-B) correspond to tests of significance between statin non-users and statin users within each enterotype using two-samples t-test on covariate adjusted values (residuals). Differences with Bonferroni corrected P<0.05 were considered statistically significant and are highlighted in red. Box plots represent the interquartile range (25th to 75th percentile, IQR), with the middle line denoting the median; whiskers span 1.5 × IQR, points beyond this range are shown individually.

Journal: medRxiv

Article Title: Heterogeneity in statin responses explained by variation in the human gut microbiome

doi: 10.1101/2021.12.02.21267193

Figure Lengend Snippet: A) Blood LDL-cholesterol levels among statin users and non-users stratified by enterotype. Interaction P corresponds to the statin-by-enterotype interaction term P-value from unadjusted ANOVA models, while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term P-value from ANCOVA models adjusted for clinical lab vendor, microbiome vendor, sex, age, BMI and LDL cholesterol. Values shown on the y-axis are values adjusted for the same covariates (residuals). B) HbA1c measures among statin users and non-users stratified by enterotype. Interaction P corresponds to an unadjusted interaction term P-value as in A), while the cov. Adj. interaction P corresponds to the statin-by-enterotype interaction term P-value from ANCOVA models adjusted for clinical lab vendor, microbiome vendor, sex, age, BMI, HMG and LDL cholesterol. Values shown on the y-axis are values adjusted for the same covariates (residuals). P-values above the box plots across A)-B) correspond to tests of significance between statin non-users and statin users within each enterotype using two-samples t-test on covariate adjusted values (residuals). Differences with Bonferroni corrected P<0.05 were considered statistically significant and are highlighted in red. Box plots represent the interquartile range (25th to 75th percentile, IQR), with the middle line denoting the median; whiskers span 1.5 × IQR, points beyond this range are shown individually.

Article Snippet: Using a previously established method for enterotype identification, Dirichlet multinomial mixture (DMM) modeling , the participants in the Arivale cohort separated optimally into four groups, according to the Bayesian Information Criterion (BIC), consistent with some, but not all, previous human gut microbiome studies ( Bacteroides 1 ( Bac .

Techniques: