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pca(varlist) syntax command  (STATA Corporation)


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    STATA Corporation pca(varlist) syntax command
    Pca(varlist) Syntax Command, supplied by STATA Corporation, 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+command/pca+varlist++syntax+command/pm40610970-202-6-10
    Average 90 stars, based on 1 article reviews
    pca(varlist) syntax command - by Bioz Stars, 2026-10
    90/100 stars

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    Article Title: Pedagogies for employability: understanding the needs of STEM students through a new approach to employability development
    Article Snippet: The factor analysis, which is a form of principal component analysis (pca), was performed using STATA’s ‘pca’ command.

    Article Title: Patterns and Determinants of Poverty Transitions among Poor Urban Households in Nairobi, Kenya
    Article Snippet: Weexamine the patterns and determinants of household transitions into and out of poverty among the urban poor in two Nairobi informal settlements inKenya between 2006 and 2009.Wefindworsening household poverty over time,with the proportion of poor households increasing from 51.2 percent in 2006 to 54.9 percent by the end of 2009.. Over the period, 34.5 percent of households remained in chronic poverty, 20.4 percent fell into poverty, 16.7 percent successfully escaped poverty and 28.4 percent fully remained out of poverty.. We identify slum of residence, gender and marital status of household head, attainment of at least secondary education by household head, consistent engagement in formal employment, household size and the incidence of births within a household, among key determinants of household poverty transitions.

    Article Title: Dengue knowledge, attitudes and practices and their impact on community-based vector control in rural Cambodia
    Article Snippet: From this matrix a PCA analysis was performed using the Stata PCA command.

    Article Title: The Role of Nutrition and Other Lifestyle Patterns in Mortality Risk in Older Adults with Multimorbidity.
    Article Snippet: The PCA procedures were conducted using the “pca” command in Stata.

    Article Title: Dietary patterns in Swedish adults; results from a national dietary survey
    Article Snippet: Dietary patterns derived by statistical procedures is a way to identify overall dietary habits in specific populations.. The aim of this study was to identify and characterise dietary patterns in Swedish adults using data from the national dietary survey Riksmaten adults 2010–11 (952 women, 788 men).. Principal component analyses were used and two patterns were identified in both sexes: a healthy pattern loading positively on vegetables, fruits, fish and seafood, and vegetable oils, and negatively on refined bread and fast food, and a Swedish traditional pattern loading positively on potatoes, meat and processed meat, full-fat milk products, sweet bakery products, sweet condiments and margarine.

    Article Title: What determines diagnostic resource consumption in emergency medicine: patients, physicians or context?
    Article Snippet: Second, we calculated the principal component in each cluster using principal component analysis (Stata’s PCA command) and performed a multilevel mixed effects linear regression model (physician identification number as the random intercept model) with the z-transformed principal component variables in each cluster.

    Article Title: Effects of Community-Led Total Sanitation (CLTS) Boosting and Household Factors on Latrine Ownership in Siaya County, Kenya.
    Article Snippet: All statistical analyses, including principal component analysis (PCA) to extract the first principal component for SES classification using the ‘pca’ command, mixed-effects logistic regression analysis using the ‘xtmelogit’ command, the number of adaptive Gaussian quadrature integration points set to seven to report crude odds ratios (cOR) and adjusted odds ratios (aOR) with a 95% confidence interval (CI), were performed using Stata 14 (Stata Corp LLC, College Station, TX, USA). p-values less than 0.005 were considered statistically significant.



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