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ANI ACADEMIC SOFTWARES

Data Analysis Services

Expert Support for Scientific, Consistent, and Interpretable Results

Why Should You Use Professional Data Analysis Services?

Data collection is only the first step in research. To analyze, interpret, and draw reliable conclusions from data, one needs statistical knowledge, proper method selection, and analytical experience.
🔹 Incorrect analysis → Misleading results
🔹 Misleading results → Rejected publications, wasted time, and credibility issues

That’s why professional data analysis services are critically important, especially for academic publications, theses, institutional research, and large-scale projects.

 

Areas We Support in Data Analysis

    • Graduate theses (Master’s / PhD)

    • Academic articles and research projects

    • Surveys, tests, and experimental studies

    • Analyses in social sciences, health, natural sciences, engineering, education, and business

    • Institutional research and market analysis

Methods and Tools We Use

    • Frequency, percentage, mean, standard deviation

    • Graphical presentations

    • Confidence intervals, variance calculations

    • t-test, ANOVA, Mann-Whitney U, Kruskal-Wallis

    • Chi-square, correlation, regression, goodness-of-fit tests

    • Structural Equation Modeling (SEM – LISREL / AMOS)

    • Factor analysis (Confirmatory and Exploratory)

    • Clustering, discriminant analysis, logistic regression

    • Decision trees, multivariate analyses (MANOVA, MANCOVA)

    • DoE, RSM, mixture models

    • Design-Expert, Stat-Ease, Minitab

    • IRT, Cronbach’s Alpha, test validity & reliability

    • Item analysis, ICC, test score distributions