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generalized linear models with a logit link function using matlab’s fitglme function  (MathWorks Inc)


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    MathWorks Inc generalized linear models with a logit link function using matlab’s fitglme function
    Generalized Linear Models With A Logit Link Function Using Matlab’s Fitglme Function, supplied by MathWorks 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/product/general+linear+model+function/pm40478648-118-12-11
    Average 90 stars, based on 1 article reviews
    generalized linear models with a logit link function using matlab’s fitglme function - by Bioz Stars, 2026-09
    90/100 stars

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    Related Articles

    Isolation:

    Article Title: An electrophysiological marker of arousal level in humans
    Article Snippet: In order to model the unique contributions as well as the interaction between slow wave power (<1.25 Hz) and spectral slope in the prediction of arousal states, we first scaled both parameters by means of a z-score and then calculated a general linear model using the MATLAB fitlm.m function (MATLAB and Statistics and Machine Learning Toolbox Release R2018b, MathWorks Inc, USA).

    Article Title: Structural properties of corpus callosum are associated differently with verbal creativity and visual creativity.
    Article Snippet: Recent neuroimaging studies demonstrate that creativity is related to brain regions across both hemispheres, and the corpus callosum forms the structural basis of inter-hemispheric information exchange.. However, the findings regarding the relationship between inter-hemispheric interaction and creativity remain inconsistent, which may be caused by different types of creativity and neural features being adopted.. To clarify the inconsistency, and understand how inter-hemispheric interactions are related to different kinds of creativity, we explored the correlation between eight structural measures of the corpus callosum (CC) and two different domains of creativity [verbal creativity (VerC) and visual creativity (VisC)] using a large healthy-adult sample (n = 446).

    Article Title: Reattribution to Mind-Brain Processes and Recovery From Chronic Back Pain
    Article Snippet: To test pain reattribution as a potential mechanism of PRT, we fit a general linear model (MATLAB function fitglm) predicting pre-to-post-treatment change in pain intensity from pre-to-post-treatment change in mind/brain attribution scores, with a condition x change in mind/brain attribution scores interaction term and covariates for age and gender.

    Article Title: Divergent subregional information processing in mouse prefrontal cortex during working memory
    Article Snippet: We used two separate general linear model designs (GLM, MATLAB function fitlm ) to characterize how neurons in each region encoded multiple DNMTP task variables simultaneously.

    Article Title: Do 2-year changes in superior frontal gyrus and global brain atrophy affect cognition?
    Article Snippet: We performed linear regression analyses evaluating fitness to a general linear model using MATLAB R2014b (stepwiseglm function) to assess the association between the yearly changes of the atrophy variables obtained, and the changes in the performance in the selected cognitive tests, controlling for the confounding effects of age.

    Article Title: Reattribution to Mind-Brain Processes and Recovery From Chronic Back Pain
    Article Snippet: To test the effect of PRT on pain attributions, we fit a general linear model (MATLAB function fitglm) predicting differences between conditions in pre-to-post-treatment change in mind/brain attribution scores, based on two condition x time interactions (PRT vs. placebo x time, PRT vs. usual care x time), with age and gender as covariates.

    Article Title: Herbivorous Crabs Reverse the Seaweed Dilemma on Coral Reefs.
    Article Snippet: Effect of Crabs on Coral Recruitment We tested the effect of treatment group on juvenile coral density with a general linear mixed-effects model (fitglme function in MATLAB with a gamma distribution and a log likelihood link function) where both crab treatment (2 levels) and seaweed treatment (2 levels) were fixed effects ; reef size (surface area) was included as a random effect.

    Article Title: Prestimulus amygdala spectral activity is associated with visual face awareness
    Article Snippet: Data were fitted into a general linear mixed-model (GLMM, function fitglme in Matlab, without assumption on the distribution) with a cluster permutation approach to identify, e.g. significant differences between detected and undetected trials.

    Plasmid Preparation:

    Article Title: An electrophysiological marker of arousal level in humans
    Article Snippet: In order to model the unique contributions as well as the interaction between slow wave power (<1.25 Hz) and spectral slope in the prediction of arousal states, we first scaled both parameters by means of a z-score and then calculated a general linear model using the MATLAB fitlm.m function (MATLAB and Statistics and Machine Learning Toolbox Release R2018b, MathWorks Inc, USA).

    Article Title: Structural properties of corpus callosum are associated differently with verbal creativity and visual creativity.
    Article Snippet: Recent neuroimaging studies demonstrate that creativity is related to brain regions across both hemispheres, and the corpus callosum forms the structural basis of inter-hemispheric information exchange.. However, the findings regarding the relationship between inter-hemispheric interaction and creativity remain inconsistent, which may be caused by different types of creativity and neural features being adopted.. To clarify the inconsistency, and understand how inter-hemispheric interactions are related to different kinds of creativity, we explored the correlation between eight structural measures of the corpus callosum (CC) and two different domains of creativity [verbal creativity (VerC) and visual creativity (VisC)] using a large healthy-adult sample (n = 446).

    Article Title: Reattribution to Mind-Brain Processes and Recovery From Chronic Back Pain
    Article Snippet: To test pain reattribution as a potential mechanism of PRT, we fit a general linear model (MATLAB function fitglm) predicting pre-to-post-treatment change in pain intensity from pre-to-post-treatment change in mind/brain attribution scores, with a condition x change in mind/brain attribution scores interaction term and covariates for age and gender.

    Article Title: Divergent subregional information processing in mouse prefrontal cortex during working memory
    Article Snippet: We used two separate general linear model designs (GLM, MATLAB function fitlm ) to characterize how neurons in each region encoded multiple DNMTP task variables simultaneously.

    Article Title: Do 2-year changes in superior frontal gyrus and global brain atrophy affect cognition?
    Article Snippet: We performed linear regression analyses evaluating fitness to a general linear model using MATLAB R2014b (stepwiseglm function) to assess the association between the yearly changes of the atrophy variables obtained, and the changes in the performance in the selected cognitive tests, controlling for the confounding effects of age.

    Article Title: Reattribution to Mind-Brain Processes and Recovery From Chronic Back Pain
    Article Snippet: To test the effect of PRT on pain attributions, we fit a general linear model (MATLAB function fitglm) predicting differences between conditions in pre-to-post-treatment change in mind/brain attribution scores, based on two condition x time interactions (PRT vs. placebo x time, PRT vs. usual care x time), with age and gender as covariates.

    Article Title: Herbivorous Crabs Reverse the Seaweed Dilemma on Coral Reefs.
    Article Snippet: Effect of Crabs on Coral Recruitment We tested the effect of treatment group on juvenile coral density with a general linear mixed-effects model (fitglme function in MATLAB with a gamma distribution and a log likelihood link function) where both crab treatment (2 levels) and seaweed treatment (2 levels) were fixed effects ; reef size (surface area) was included as a random effect.

    Article Title: Prestimulus amygdala spectral activity is associated with visual face awareness
    Article Snippet: Data were fitted into a general linear mixed-model (GLMM, function fitglme in Matlab, without assumption on the distribution) with a cluster permutation approach to identify, e.g. significant differences between detected and undetected trials.

    Control:

    Article Title: An electrophysiological marker of arousal level in humans
    Article Snippet: In order to model the unique contributions as well as the interaction between slow wave power (<1.25 Hz) and spectral slope in the prediction of arousal states, we first scaled both parameters by means of a z-score and then calculated a general linear model using the MATLAB fitlm.m function (MATLAB and Statistics and Machine Learning Toolbox Release R2018b, MathWorks Inc, USA).

    Article Title: Structural properties of corpus callosum are associated differently with verbal creativity and visual creativity.
    Article Snippet: Recent neuroimaging studies demonstrate that creativity is related to brain regions across both hemispheres, and the corpus callosum forms the structural basis of inter-hemispheric information exchange.. However, the findings regarding the relationship between inter-hemispheric interaction and creativity remain inconsistent, which may be caused by different types of creativity and neural features being adopted.. To clarify the inconsistency, and understand how inter-hemispheric interactions are related to different kinds of creativity, we explored the correlation between eight structural measures of the corpus callosum (CC) and two different domains of creativity [verbal creativity (VerC) and visual creativity (VisC)] using a large healthy-adult sample (n = 446).

    Article Title: Reattribution to Mind-Brain Processes and Recovery From Chronic Back Pain
    Article Snippet: To test pain reattribution as a potential mechanism of PRT, we fit a general linear model (MATLAB function fitglm) predicting pre-to-post-treatment change in pain intensity from pre-to-post-treatment change in mind/brain attribution scores, with a condition x change in mind/brain attribution scores interaction term and covariates for age and gender.

    Article Title: Divergent subregional information processing in mouse prefrontal cortex during working memory
    Article Snippet: We used two separate general linear model designs (GLM, MATLAB function fitlm ) to characterize how neurons in each region encoded multiple DNMTP task variables simultaneously.

    Article Title: Do 2-year changes in superior frontal gyrus and global brain atrophy affect cognition?
    Article Snippet: We performed linear regression analyses evaluating fitness to a general linear model using MATLAB R2014b (stepwiseglm function) to assess the association between the yearly changes of the atrophy variables obtained, and the changes in the performance in the selected cognitive tests, controlling for the confounding effects of age.

    Article Title: Reattribution to Mind-Brain Processes and Recovery From Chronic Back Pain
    Article Snippet: To test the effect of PRT on pain attributions, we fit a general linear model (MATLAB function fitglm) predicting differences between conditions in pre-to-post-treatment change in mind/brain attribution scores, based on two condition x time interactions (PRT vs. placebo x time, PRT vs. usual care x time), with age and gender as covariates.

    Article Title: Herbivorous Crabs Reverse the Seaweed Dilemma on Coral Reefs.
    Article Snippet: Effect of Crabs on Coral Recruitment We tested the effect of treatment group on juvenile coral density with a general linear mixed-effects model (fitglme function in MATLAB with a gamma distribution and a log likelihood link function) where both crab treatment (2 levels) and seaweed treatment (2 levels) were fixed effects ; reef size (surface area) was included as a random effect.

    Article Title: Prestimulus amygdala spectral activity is associated with visual face awareness
    Article Snippet: Data were fitted into a general linear mixed-model (GLMM, function fitglme in Matlab, without assumption on the distribution) with a cluster permutation approach to identify, e.g. significant differences between detected and undetected trials.



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