Advanced Statistical Analysis & Publication-Ready ReportingAKLILU ABRHAM ROBA
I transform complex raw data into rigorous, academia/publication-ready statistical reports. Specializing in advanced quantitative methods (SEM, CFA, regression, and modeling), I ensure your analysis meets the highest academic standards for Q1 journals and strategic business decision-making.
What's included
The Main Report
A comprehensive report containing APA-formatted tables and high-resolution figures (charts/graphs). Includes a detailed written interpretation of all findings and statistical significance.
Methodology & Technical Write-up
A rigorous explanation of how the analysis was conducted. This covers model specifications, assumptions tested, and the step-by-step statistical procedures used to ensure validity.
Reproducible Source Code & Output Logs
Complete transparency files ensuring reproducibility. Depending on your preference, this includes annotated Stata Do-files, R scripts, or clean SPSS syntax and output logs.
FAQs
Finding a statistician who understands both the math and the methodology is rare. I bridge that gap to ensure your research is accepted without statistical revisions.
My Process:
• Data Hygiene: Rigorous cleaning, coding, and assumption testing (normality, outliers) before analysis begins.
• Advanced Execution: Running the analysis using the industry-standard software best suited for your specific data (R, Stata, SPSS, or LISREL).
• Full Reporting: I don't just send numbers. I deliver a complete "Results" chapter with APA-style tables, high-resolution figures, and clear English interpretation of every finding.
Core Competencies:
• Structural Equation Modeling (SEM) & Path Analysis
• Confirmatory Factor Analysis (CFA) & Scale Validation
• Time-series & Panel Data Analysis
• Multivariate Regression & ANOVA/MANOVA
Software Proficiency:
SPSS, AMOS, LISREL, STATA, R, and Excel.
Absolutely. I adhere to strict academic and professional ethical guidelines. I treat all data as strictly confidential, I am happy to sign a Non-Disclosure Agreement (NDA).
I stand by the quality of my work. If a reviewer raises questions specifically regarding the statistical methods or validity of the analysis I conducted, I will help you address those comments and re-run the necessary tests to ensure acceptance.
Yes. Every project starts with a data hygiene phase. I will clean the dataset, handle missing values, check for outliers, and ensure all assumptions are met before running any advanced models. If the data has critical issues, I will alert you immediately.
AKLILU ABRHAM's other services
Starting at$300
Duration3 days
Tags
IBM SPSS
Microsoft Excel
Python
R
Stata
Data Analyst
Database Specialist
Data Scientist
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AKLILU ABRHAM ROBA İstanbul, Turkey
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Advanced Statistical Analysis & Publication-Ready ReportingAKLILU ABRHAM ROBA
Starting at$300
Duration3 days
Tags
IBM SPSS
Microsoft Excel
Python
R
Stata
Data Analyst
Database Specialist
Data Scientist
I transform complex raw data into rigorous, academia/publication-ready statistical reports. Specializing in advanced quantitative methods (SEM, CFA, regression, and modeling), I ensure your analysis meets the highest academic standards for Q1 journals and strategic business decision-making.
What's included
The Main Report
A comprehensive report containing APA-formatted tables and high-resolution figures (charts/graphs). Includes a detailed written interpretation of all findings and statistical significance.
Methodology & Technical Write-up
A rigorous explanation of how the analysis was conducted. This covers model specifications, assumptions tested, and the step-by-step statistical procedures used to ensure validity.
Reproducible Source Code & Output Logs
Complete transparency files ensuring reproducibility. Depending on your preference, this includes annotated Stata Do-files, R scripts, or clean SPSS syntax and output logs.
FAQs
Finding a statistician who understands both the math and the methodology is rare. I bridge that gap to ensure your research is accepted without statistical revisions.
My Process:
• Data Hygiene: Rigorous cleaning, coding, and assumption testing (normality, outliers) before analysis begins.
• Advanced Execution: Running the analysis using the industry-standard software best suited for your specific data (R, Stata, SPSS, or LISREL).
• Full Reporting: I don't just send numbers. I deliver a complete "Results" chapter with APA-style tables, high-resolution figures, and clear English interpretation of every finding.
Core Competencies:
• Structural Equation Modeling (SEM) & Path Analysis
• Confirmatory Factor Analysis (CFA) & Scale Validation
• Time-series & Panel Data Analysis
• Multivariate Regression & ANOVA/MANOVA
Software Proficiency:
SPSS, AMOS, LISREL, STATA, R, and Excel.
Absolutely. I adhere to strict academic and professional ethical guidelines. I treat all data as strictly confidential, I am happy to sign a Non-Disclosure Agreement (NDA).
I stand by the quality of my work. If a reviewer raises questions specifically regarding the statistical methods or validity of the analysis I conducted, I will help you address those comments and re-run the necessary tests to ensure acceptance.
Yes. Every project starts with a data hygiene phase. I will clean the dataset, handle missing values, check for outliers, and ensure all assumptions are met before running any advanced models. If the data has critical issues, I will alert you immediately.
AKLILU ABRHAM's other services
$300