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Statistical Analysis Services

We offer comprehensive Statistical Analysis Services to support researchers by turning your research data into clear, easy-to-understand results , from data preparation through to interpretation and reporting.

Data Preparation Descriptive & Inferential Analysis Specialized Techniques for Various Domains Interpretation Consultation
The five stages we cover
01

Data Preparation

Cleaning, labelling, and structuring raw data for analysis.

02

Descriptive Analysis

Summary statistics, distributions, and baseline characteristics.

03

Inferential Analysis

Hypothesis testing, regression, and model selection.

04

Interpretation

Translating output into findings your reviewers can follow.

05

Reporting

Methods and results sections written from the observations.

§ 01 , Choose your engagement

Three levels of statistical support.

Whether you have raw data that needs full analysis, a method you can't quite implement, or existing output you need to validate , one of these engagements fits.

Option 01

Statistical Analysis

Full engagement for authors who want an expert to conduct a statistical analysis for their research findings and improve the presentation of results. Ideal if you already have raw data.

What you get

  • Clean and labeled data
  • Statistical research findings and results
  • A Statistical Analysis Summary Report
  • SPSS output file, graphs, charts, and figure files
  • Methods / results sections written based on observations

What we need from you

  • The objective of the study
  • A short description of the study and the research methodology used for capturing the data
  • Raw data
  • Instructions for the expert and references to any published papers
Delivery 15days
Fees $999USD
Option 02

Statistical Recommendation

For authors who need an expert opinion on selecting and implementing the correct statistical model and tools. Ideal if you have data and have identified the method, but need help running the tools.

What you get

  • Statistical research findings and results
  • Graphs, charts, and tables
  • SPSS output file

What we need from you

  • The research objective and hypothesis
  • Clean and labelled data
  • The research objective
  • Sample distribution data
Delivery 8days
Fees $565USD
Option 03

Statistical Verification

For authors who have already conducted a statistical analysis and want to validate the findings , a second set of eyes on your existing output and methods.

What you get

  • Statistical findings & results
  • Modified graphs, charts, and tables
  • Modified SPSS output file
  • Methods / results sections written based on observations

What we need from you

  • The research objective and hypothesis
  • The statistical output (e.g. SPSS file)
  • Sample distribution data
  • The chosen statistical model / technique / tool / programming language
Delivery 7days
Fees $338USD
§ 02 , Methods & techniques

A wide repertoire of statistical methods.

Our statisticians work across the full range of research designs. Below is a representative list of the methods and techniques used across engagements.

23 METHODS · 6 CATEGORIES
NON-PARAMETRIC Kolmogorov-Smirnov Test
MODELING Game Theory
SIMULATION Monte Carlo Simulation
NON-PARAMETRIC Sign Test
NON-PARAMETRIC Friedman Test
ECONOMETRICS Econometrics
COMPARISON ANOVA Analysis
NON-PARAMETRIC Wilcoxon's Test
DIMENSIONALITY Factor Analysis
DIMENSIONALITY PCA
COMPARISON ANOVA Analysis
NON-PARAMETRIC Wilcoxon's Test
BAYESIAN Bayes Theorem
EXPERIMENTAL A/B Testing
NON-PARAMETRIC Mann-Whitney U Test
REGRESSION Regression Analysis (univariate, bivariate, multivariate)
COMPARISON T Testing (One Sample, Two Sample)
MULTIVARIATE Cluster Analysis
SURVIVAL Kaplan-Meier Estimation
STRUCTURAL SEM (Structural Equation Modeling)
TIME SERIES ARIMA Modeling
META-ANALYSIS Fixed & Random Effects
MACHINE LEARNING Predictive Modeling
§ 03 , Tools

Software we use in engagements.

Statistical & analytical software
SPSS R Python Stata SAS MATLAB JMP EViews GraphPad Prism MPlus
§ 04 , FAQs

Common questions.

What types of statistical analysis services does APC provide?
Three engagements: full Statistical Analysis (raw data in, complete report out), Statistical Recommendation (expert guidance on the model and tools), and Statistical Verification (validation of existing analysis output). Each covers a different stage of the research lifecycle.
Can I choose specific statistical methods for my study?
Yes. If you have a preferred method, model, or tool, tell us when submitting your data and objectives. Our statistician will use it , or advise on a more suitable alternative if the research design calls for something different.
Who conducts the statistical analysis for my research?
A qualified statistician with domain experience in your field. All analysts hold advanced degrees in statistics, biostatistics, econometrics, or a closely related discipline, and have hands-on experience preparing analyses for peer-reviewed journals.
Is my data kept confidential during the analysis process?
Yes. Data is handled under a strict confidentiality agreement. Files are stored on secure servers with restricted access, and only the assigned statistician and your project manager see them. Data is not shared with any third party, and files are removed from active systems after delivery per your instruction.

Ready to turn your data into clear findings?

Send us your research objective and raw data. Our statistician will review the scope and confirm the right engagement within one business day.

*All third-party trademarks (including logos and icons) of journals/publishers referred to on this website remain the property of their respective owners. Use of third-party trademarks does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party trademarks are for identification purposes only and shall be considered fair use under The Trademarks Law. Purchase of our services does not guarantee acceptance or publication by any journal. Editor and expert images displayed on this website are of real individuals and are used with their consent.

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