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panel data analysis in stata  (STATA Corporation)


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    STATA Corporation panel data analysis in stata
    Panel Data Analysis In Stata, supplied by STATA Corporation, used in various techniques. Bioz Stars score: 99/100, based on 36903 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/panel+data+analysis/STATA+1%2E0/pm39891415-72-18-22
    Average 99 stars, based on 36903 article reviews
    panel data analysis in stata - by Bioz Stars, 2026-11
    99/100 stars

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    other:

    Article Title: The reporting of dental studies involving animal models requires improvement.
    Article Snippet: All analyses were conducted using R programming language version 4.3.1. (Vienna) and Stata 19.5 Now (Stata Corp).

    Analysis:

    Article Title: Morning lighting intervention reduces fatigue and improves sleep in Parkinson disease.
    Article Snippet: .. Statistical analysis was run using Stata 17 statistical software (StatCorp, College Station, TX, US) and open-source statistical programming language R and integrated development environment RStudio (The R Foundation for Statistical Computing, Vienna, Austria). ..

    Article Title: Precancerous cervical lesions and associated factors among HIV-positive women in Southern and Eastern African countries: A systematic review and meta-analysis
    Article Snippet: .. The extracted data were imported into STATA 17 software for comprehensive analysis. ..

    Software:

    Article Title: Morning lighting intervention reduces fatigue and improves sleep in Parkinson disease.
    Article Snippet: .. Statistical analysis was run using Stata 17 statistical software (StatCorp, College Station, TX, US) and open-source statistical programming language R and integrated development environment RStudio (The R Foundation for Statistical Computing, Vienna, Austria). ..

    Article Title: Mastoid obliteration after cholesteatoma surgery with bone substitute mastoid obliteration: A 9-year retrospective experience of 81 cases.
    Article Snippet: 1 Department of Otolaryngology-Head and Neck Surgery, CHU Dijon Bourgogne, 21000 Dijon, France Abstract Introduction The aim of this study was to evaluate disease control and functional outcomes of mastoid obliteration using bone substitute material in cholesteatoma surgery.. Material and methods This retrospective study included 81 adult patients operated on between March 2014 and March 2023.. All patients underwent mastoid obliteration using bone substitute material either during canal wall down cholesteatoma surgery with external auditory canal reconstruction or for rehabilitation of a pre-existing mastoid cavity.

    Article Title: Masculine Attitudes and Vasectomy Uptake in the United States
    Article Snippet: .. The analyses were conducted with Stata 18.0 software using sample weights provided for the 2011‐19 NSFG combined files. ..


    Article Title: Precancerous cervical lesions and associated factors among HIV-positive women in Southern and Eastern African countries: A systematic review and meta-analysis
    Article Snippet: .. The extracted data were imported into STATA 17 software for comprehensive analysis. ..


    Article Title: Lung Restriction From Childhood Is Associated With Obstructive Sleep Apnoea in Middle-Age.
    Article Snippet: .. All data analyses were performed using Stata 17.0 software (StataCorp, College Station, TX). ..



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    Validation of the RNA-Seq results was performed by comparing the significant ( p < 0.050) DEGs in the transcriptome analysis with those that were significant in a Qiagen targeted-RNA sequencing panel (491 immune response genes) in a different cohort of Kenyan children [SMA ( n = 21) and non-SMA ( n = 23). a Heatmap illustrating the comparison of significant ( p < 0.050) DEGs between the two datasets. The Y-axis depicts the gene pairs, and the X-axis represents the assay type. The color scale depicts fold regulation (Log 2 ). Statistical significance determined using a generalized linear model with a negative binomial distribution, p < 0.050. b Correlation scatter plot demonstrating the relationship between significantly expressed genes in targeted QIAseq analysis (Log 2 FoldChange, Y-axis) versus transcriptome data (Log 2 FoldChange, X-axis). A strong positive correlation of DEGs using two-tailed Spearman’s test ( r = 0.612; 95% confidence interval, 0.496-0.706; p = 1.842E−16) validates concordance between the two sequencing methods.

    Journal: Nature Communications

    Article Title: Entire expressed peripheral blood transcriptome in pediatric severe malarial anemia

    doi: 10.1038/s41467-024-48259-4

    Figure Lengend Snippet: Validation of the RNA-Seq results was performed by comparing the significant ( p < 0.050) DEGs in the transcriptome analysis with those that were significant in a Qiagen targeted-RNA sequencing panel (491 immune response genes) in a different cohort of Kenyan children [SMA ( n = 21) and non-SMA ( n = 23). a Heatmap illustrating the comparison of significant ( p < 0.050) DEGs between the two datasets. The Y-axis depicts the gene pairs, and the X-axis represents the assay type. The color scale depicts fold regulation (Log 2 ). Statistical significance determined using a generalized linear model with a negative binomial distribution, p < 0.050. b Correlation scatter plot demonstrating the relationship between significantly expressed genes in targeted QIAseq analysis (Log 2 FoldChange, Y-axis) versus transcriptome data (Log 2 FoldChange, X-axis). A strong positive correlation of DEGs using two-tailed Spearman’s test ( r = 0.612; 95% confidence interval, 0.496-0.706; p = 1.842E−16) validates concordance between the two sequencing methods.

    Article Snippet: Expression analysis using molecular tag counts from RNA-Seq file was done using Targeted RNA Panel Secondary Data Analysis web portal (v1.0, Qiagen).

    Techniques: Biomarker Discovery, RNA Sequencing, Comparison, Two Tailed Test, Sequencing