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matlab function pca.m  (MathWorks Inc)


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    Structured Review

    MathWorks Inc matlab function pca.m
    Matlab Function Pca.M, 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/pca%2Em+function/pm40442152-428-19-20
    Average 90 stars, based on 1 article reviews
    matlab function pca.m - by Bioz Stars, 2026-09
    90/100 stars

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    Related Articles

    Muscles:

    Article Title: Inflammatory but not mitogenic contexts prime synovial fibroblasts for compensatory signaling responses to p38 inhibition.
    Article Snippet: The matrix of compiled MLR coefficients was meancentered (column-wise) and then analyzed by PCA using the Matlab pca.m function.

    Article Title: Reproducible brain-wide association studies require thousands of individuals
    Article Snippet: To extract components representing inter-individual differences, we vectorized each participant’s RSFC matrix, concatenated the vectorized matrices and then performed PCA (Matlab’s pca.m function).

    Article Title: Temporal population structure, a genetic dating method for ancient Eurasian genomes from the past 10,000 years
    Article Snippet: We also evaluated the accuracy of the TPS model by applying the model to an equally-sized dataset of principal components, calculated using Matlab’s pca.m function, by projecting the ancient DNA samples onto the top ten principal components defined by modern-day populations and to an equal-sized dataset with random numbers.

    Article Title: Vulnerability of the North Water ecosystem to climate change
    Article Snippet: Yes, we used the MATLAB “pca.m” function which, by default, centers all data.

    Article Title: Complexity of modular neuromuscular control increases and variability decreases during human locomotor development
    Article Snippet: The principal component analysis (PCA, pca.m function in Matlab) and the NNMF algorithm were used to factorize EMG data that were organized into two different matrices as illustrated in Fig. for spatial and temporal decomposition.

    Article Title: Reply: The correlation of behavioural deficits post-stroke: a trivial issue?
    Article Snippet: Received April 25, 2023.. Accepted May 06, 2023.. Advance access publication May 24, 2023 © The Author(s) 2023.

    Article Title: AI-Assisted Forward Modeling of Biological Structures
    Article Snippet: Principal component analysis was performed with MATLAB’s built-in pca.m function.

    Article Title: AI-Assisted Forward Modeling of Biological Structures
    Article Snippet: Features of interest ( ) from all classification categories were combined, normalized using MATLAB’s built-in normalize.m function, and subjected to principal component analysis.

    Activation Assay:

    Article Title: Inflammatory but not mitogenic contexts prime synovial fibroblasts for compensatory signaling responses to p38 inhibition.
    Article Snippet: The matrix of compiled MLR coefficients was meancentered (column-wise) and then analyzed by PCA using the Matlab pca.m function.

    Article Title: Reproducible brain-wide association studies require thousands of individuals
    Article Snippet: To extract components representing inter-individual differences, we vectorized each participant’s RSFC matrix, concatenated the vectorized matrices and then performed PCA (Matlab’s pca.m function).

    Article Title: Temporal population structure, a genetic dating method for ancient Eurasian genomes from the past 10,000 years
    Article Snippet: We also evaluated the accuracy of the TPS model by applying the model to an equally-sized dataset of principal components, calculated using Matlab’s pca.m function, by projecting the ancient DNA samples onto the top ten principal components defined by modern-day populations and to an equal-sized dataset with random numbers.

    Article Title: Vulnerability of the North Water ecosystem to climate change
    Article Snippet: Yes, we used the MATLAB “pca.m” function which, by default, centers all data.

    Article Title: Complexity of modular neuromuscular control increases and variability decreases during human locomotor development
    Article Snippet: The principal component analysis (PCA, pca.m function in Matlab) and the NNMF algorithm were used to factorize EMG data that were organized into two different matrices as illustrated in Fig. for spatial and temporal decomposition.

    Article Title: Reply: The correlation of behavioural deficits post-stroke: a trivial issue?
    Article Snippet: Received April 25, 2023.. Accepted May 06, 2023.. Advance access publication May 24, 2023 © The Author(s) 2023.

    Article Title: AI-Assisted Forward Modeling of Biological Structures
    Article Snippet: Principal component analysis was performed with MATLAB’s built-in pca.m function.

    Article Title: AI-Assisted Forward Modeling of Biological Structures
    Article Snippet: Features of interest ( ) from all classification categories were combined, normalized using MATLAB’s built-in normalize.m function, and subjected to principal component analysis.

    Imaging:

    Article Title: Inflammatory but not mitogenic contexts prime synovial fibroblasts for compensatory signaling responses to p38 inhibition.
    Article Snippet: The matrix of compiled MLR coefficients was meancentered (column-wise) and then analyzed by PCA using the Matlab pca.m function.

    Article Title: Reproducible brain-wide association studies require thousands of individuals
    Article Snippet: To extract components representing inter-individual differences, we vectorized each participant’s RSFC matrix, concatenated the vectorized matrices and then performed PCA (Matlab’s pca.m function).

    Article Title: Temporal population structure, a genetic dating method for ancient Eurasian genomes from the past 10,000 years
    Article Snippet: We also evaluated the accuracy of the TPS model by applying the model to an equally-sized dataset of principal components, calculated using Matlab’s pca.m function, by projecting the ancient DNA samples onto the top ten principal components defined by modern-day populations and to an equal-sized dataset with random numbers.

    Article Title: Vulnerability of the North Water ecosystem to climate change
    Article Snippet: Yes, we used the MATLAB “pca.m” function which, by default, centers all data.

    Article Title: Complexity of modular neuromuscular control increases and variability decreases during human locomotor development
    Article Snippet: The principal component analysis (PCA, pca.m function in Matlab) and the NNMF algorithm were used to factorize EMG data that were organized into two different matrices as illustrated in Fig. for spatial and temporal decomposition.

    Article Title: Reply: The correlation of behavioural deficits post-stroke: a trivial issue?
    Article Snippet: Received April 25, 2023.. Accepted May 06, 2023.. Advance access publication May 24, 2023 © The Author(s) 2023.

    Article Title: AI-Assisted Forward Modeling of Biological Structures
    Article Snippet: Principal component analysis was performed with MATLAB’s built-in pca.m function.

    Article Title: AI-Assisted Forward Modeling of Biological Structures
    Article Snippet: Features of interest ( ) from all classification categories were combined, normalized using MATLAB’s built-in normalize.m function, and subjected to principal component analysis.

    Functional Assay:

    Article Title: Inflammatory but not mitogenic contexts prime synovial fibroblasts for compensatory signaling responses to p38 inhibition.
    Article Snippet: The matrix of compiled MLR coefficients was meancentered (column-wise) and then analyzed by PCA using the Matlab pca.m function.

    Article Title: Reproducible brain-wide association studies require thousands of individuals
    Article Snippet: To extract components representing inter-individual differences, we vectorized each participant’s RSFC matrix, concatenated the vectorized matrices and then performed PCA (Matlab’s pca.m function).

    Article Title: Temporal population structure, a genetic dating method for ancient Eurasian genomes from the past 10,000 years
    Article Snippet: We also evaluated the accuracy of the TPS model by applying the model to an equally-sized dataset of principal components, calculated using Matlab’s pca.m function, by projecting the ancient DNA samples onto the top ten principal components defined by modern-day populations and to an equal-sized dataset with random numbers.

    Article Title: Vulnerability of the North Water ecosystem to climate change
    Article Snippet: Yes, we used the MATLAB “pca.m” function which, by default, centers all data.

    Article Title: Complexity of modular neuromuscular control increases and variability decreases during human locomotor development
    Article Snippet: The principal component analysis (PCA, pca.m function in Matlab) and the NNMF algorithm were used to factorize EMG data that were organized into two different matrices as illustrated in Fig. for spatial and temporal decomposition.

    Article Title: Reply: The correlation of behavioural deficits post-stroke: a trivial issue?
    Article Snippet: Received April 25, 2023.. Accepted May 06, 2023.. Advance access publication May 24, 2023 © The Author(s) 2023.

    Article Title: AI-Assisted Forward Modeling of Biological Structures
    Article Snippet: Principal component analysis was performed with MATLAB’s built-in pca.m function.

    Article Title: AI-Assisted Forward Modeling of Biological Structures
    Article Snippet: Features of interest ( ) from all classification categories were combined, normalized using MATLAB’s built-in normalize.m function, and subjected to principal component analysis.



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