Inferential Statistics

What is Inferential Statistics?

By hiring this service, you will obtain a complete and contextualized inferential analysis that will allow you to answer your research questions with statistical support. It includes:

• Selection and application of statistical tests appropriate to the design and type of variables (for example: t-test, ANOVA, Mann-Whitney U, Kruskal-Wallis, chi-square, linear or logistic regressions, among others).

• Rigorous evaluation of the statistical assumptions necessary for the validity of each test (such as normality, homogeneity of variances, or independence of observations).

• Results presented with their p-values, confidence intervals, effect estimators (such as mean differences or odds ratios), and effect size measures where applicable.

• Statistical and contextualized interpretation of the results, with emphasis on their scientific relevance and clinical or experimental utility.

Furthermore, when the study requires it, we can perform stratified analyses, post-hoc tests adjusted for multiple comparisons, or models that include control variables to reduce bias.

This service allows you to present your results with scientific rigor and methodological clarity, facilitating their publication, defense before academic committees, or formulation of clinical recommendations.

Inferential statistics is an essential tool for validating hypotheses, detecting differences between groups, analyzing associations between variables, and extrapolating results from a sample to a population. It allows for answering key research questions rigorously, quantifying the probability that the observed findings are due to chance.

This service is aimed at doctors, biochemists, doctoral fellows, and researchers in biological or health sciences who already have a processed database and require performing statistical tests to support their conclusions. We apply robust methodologies adjusted to the study design, carefully considering the characteristics of each variable, the sampling structure, and the research objectives.

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 with the statistical results in CSV or Excel format (to facilitate opening on multiple statistical

  platforms), including p-values, effect estimators, and confidence intervals, with clear and standardized captions according to scientific publication criteria.

• Illustrative graphs in high resolution (.JPG or .TIF), such as mean comparison plots, bar charts with standard errors, ROC curves, or regression plots, as required by your study. Each will be delivered with detailed legends and explanatory captions.

• A paragraph specifically written for the “Materials and Methods” section, detailing the tests used, significance criteria, and software applied.

• Possibility to request an optional virtual meeting or written feedback, where the interpretation will be discussed in depth, and possible next steps (such as additional analyses or preparation for oral or written defense) will be discussed.

In summary, this service is designed so that you not only obtain reliable statistical results but also the necessary tools to communicate those results clearly, rigorously, and professionally.

Delivery Specifications

What Will I Obtain by Hiring This Service?