Multivariate Analysis

What Will I Obtain by Hiring This Service?

What is Multivariate Analysis?

You will obtain:

Principal Component Analysis (PCA) to explore natural groupings and reduce the number of variables while retaining most of the original information.

• Multiple linear regression to evaluate the combined effect of several independent variables on an outcome of interest.

• MANOVA (multivariate analysis of variance), useful when you want to simultaneously compare more than one dependent variable across different groups.

• Evaluation of the main statistical assumptions in each technique (normality, homogeneity of variances, independence, multicollinearity).

• Friendly interpretation of the results with an emphasis on their applicability to the study objective and the clinical or biological relevance of the findings.

This analysis will allow you to enrich your conclusions, support claims with solid statistical evidence, and improve the methodological quality of your academic work or scientific presentation.

Multivariate analysis allows for exploring relationships among multiple variables simultaneously, which is key in clinical, biological, or epidemiological research that handles complex data. Through this service, we offer a simple yet solid approach to basic multivariate techniques that help visualize, summarize, and interpret relevant patterns in your data.

You will receive a detailed technical report in PDF format, written in academic language, which includes the methodological description of the analysis performed, the rationale for the selection of each statistical test, and the interpretation of the results. This report is designed so that it can be directly cited in your thesis, manuscript, or technical report.

Along with the report, the following will be delivered:

• Tables of numerical results (coefficients, explained variances, p-values, etc.) in CSV or Excel format, with clear captions and ordered structuring by sections.

• High-quality graphs (JPG or TIF) accompanied by their respective legends and explanatory captions, ready to be used in presentations or publications.

• A suggested paragraph to incorporate into your Materials and Methods section, detailing the statistical procedure employed.

This service offers an accessible, clear, and functional multivariate analysis, especially designed for academic and research projects in health sciences, without the need for advanced statistical knowledge.

Delivery Specifications