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glmfit generalized linear model (glm) fit function/subroutine  (MathWorks Inc)


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    MathWorks Inc glmfit generalized linear model (glm) fit function/subroutine
    Glmfit Generalized Linear Model (Glm) Fit Function/Subroutine, 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/generalized+linear+model+(glm)+fit+function/pm24326336-129-9-17
    Average 90 stars, based on 1 article reviews
    glmfit generalized linear model (glm) fit function/subroutine - by Bioz Stars, 2026-11
    90/100 stars

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    Related Articles

    Activity Assay:

    Article Title: Independent component analysis of broadband near-infrared spectroscopy data acquired on adult human head
    Article Snippet: In order to analyze the contributions of 2HbO and HHb changes to each IC, and in accordance with Eqs. (3) and (4), we performed the generalized linear model (GLM) fit (glmfit function of MATLAB) of 1( ) / ( ( ))S r DPFλ λ⋅ and 2/ ( ( ))S r DPFλ λ⋅ : 2 2 1,2 1,2 1,2/ ( ( ))( )HBO HBO HHb HHbS r DPFλ λ ε λ ε λ⋅ = Ψ ⋅ +Ψ ⋅ (6) where 2 ( )HBOε λ and ( )HHbε λ were the regressors of GLM, 2HBOΨ and HHbΨ were the parameters of the fit, and the upper indexes indicated particular ICs.

    Article Title: Deep Brain Stimulation Imposes Complex Informational Lesions
    Article Snippet: A generalized linear model (GLM) fit function in Matlab (Mathworks, Natick MA) was applied, with Δt=1 ms and covariates of position, velocity, and acceleration in the plane of the tracked limb’s movement ( ).

    Software:

    Article Title: Independent component analysis of broadband near-infrared spectroscopy data acquired on adult human head
    Article Snippet: In order to analyze the contributions of 2HbO and HHb changes to each IC, and in accordance with Eqs. (3) and (4), we performed the generalized linear model (GLM) fit (glmfit function of MATLAB) of 1( ) / ( ( ))S r DPFλ λ⋅ and 2/ ( ( ))S r DPFλ λ⋅ : 2 2 1,2 1,2 1,2/ ( ( ))( )HBO HBO HHb HHbS r DPFλ λ ε λ ε λ⋅ = Ψ ⋅ +Ψ ⋅ (6) where 2 ( )HBOε λ and ( )HHbε λ were the regressors of GLM, 2HBOΨ and HHbΨ were the parameters of the fit, and the upper indexes indicated particular ICs.

    Article Title: Deep Brain Stimulation Imposes Complex Informational Lesions
    Article Snippet: A generalized linear model (GLM) fit function in Matlab (Mathworks, Natick MA) was applied, with Δt=1 ms and covariates of position, velocity, and acceleration in the plane of the tracked limb’s movement ( ).



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    A: Microelectrode recordings were performed in regions of the globus pallidus and thalamus with spike activity that was responsive to passive joint movement. B: Results of experimenter-blinded muscle rigidity scoring for both monkeys at three DBS settings. C and D: Co-registration of pre-operative MRI and post-electrode implantation CT showing DBS electrode location for monkey R (C) and K (D). E and F: Localization of recorded cells obtained from stereotactic navigation software and overlaid on corresponding atlas plates for monkey R (top) and K (bottom) for both the pallidum (E) and the thalamus (F). G: A <t>generalized</t> <t>linear</t> <t>model</t> <t>(GLM)</t> accounting for position, velocity, and acceleration of the joint movement was applied to determine the correlation between kinematics of the joint movement (top row) and spike activity (2 nd row: spike raster, 3 rd row: corresponding rate histogram). Bottom row shows the GLM prediction of firing rate.
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    general linear model (glm) fit glmfit function  (MathWorks Inc)
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    A: Microelectrode recordings were performed in regions of the globus pallidus and thalamus with spike activity that was responsive to passive joint movement. B: Results of experimenter-blinded muscle rigidity scoring for both monkeys at three DBS settings. C and D: Co-registration of pre-operative MRI and post-electrode implantation CT showing DBS electrode location for monkey R (C) and K (D). E and F: Localization of recorded cells obtained from stereotactic navigation software and overlaid on corresponding atlas plates for monkey R (top) and K (bottom) for both the pallidum (E) and the thalamus (F). G: A <t>generalized</t> <t>linear</t> <t>model</t> <t>(GLM)</t> accounting for position, velocity, and acceleration of the joint movement was applied to determine the correlation between kinematics of the joint movement (top row) and spike activity (2 nd row: spike raster, 3 rd row: corresponding rate histogram). Bottom row shows the GLM prediction of firing rate.
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    A: Microelectrode recordings were performed in regions of the globus pallidus and thalamus with spike activity that was responsive to passive joint movement. B: Results of experimenter-blinded muscle rigidity scoring for both monkeys at three DBS settings. C and D: Co-registration of pre-operative MRI and post-electrode implantation CT showing DBS electrode location for monkey R (C) and K (D). E and F: Localization of recorded cells obtained from stereotactic navigation software and overlaid on corresponding atlas plates for monkey R (top) and K (bottom) for both the pallidum (E) and the thalamus (F). G: A generalized linear model (GLM) accounting for position, velocity, and acceleration of the joint movement was applied to determine the correlation between kinematics of the joint movement (top row) and spike activity (2 nd row: spike raster, 3 rd row: corresponding rate histogram). Bottom row shows the GLM prediction of firing rate.

    Journal: PLoS ONE

    Article Title: Deep Brain Stimulation Imposes Complex Informational Lesions

    doi: 10.1371/journal.pone.0074462

    Figure Lengend Snippet: A: Microelectrode recordings were performed in regions of the globus pallidus and thalamus with spike activity that was responsive to passive joint movement. B: Results of experimenter-blinded muscle rigidity scoring for both monkeys at three DBS settings. C and D: Co-registration of pre-operative MRI and post-electrode implantation CT showing DBS electrode location for monkey R (C) and K (D). E and F: Localization of recorded cells obtained from stereotactic navigation software and overlaid on corresponding atlas plates for monkey R (top) and K (bottom) for both the pallidum (E) and the thalamus (F). G: A generalized linear model (GLM) accounting for position, velocity, and acceleration of the joint movement was applied to determine the correlation between kinematics of the joint movement (top row) and spike activity (2 nd row: spike raster, 3 rd row: corresponding rate histogram). Bottom row shows the GLM prediction of firing rate.

    Article Snippet: A generalized linear model (GLM) fit function in Matlab (Mathworks, Natick MA) was applied, with Δt=1 ms and covariates of position, velocity, and acceleration in the plane of the tracked limb’s movement ( ).

    Techniques: Activity Assay, Software