I will do regression analysis in spss or r with interpretation
Data analyst , Statistician
About this Gig
I provide professional regression analysis with clear and well-structured interpretation of results. I work with datasets in Excel, SPSS, and R, supporting academic research, professional studies, and business analytics.
My reporting style is tailored to different audiences:
- APA-style reporting for university assignments, theses, and dissertations
- Journal-style reporting for professional research and publications
- Executive summary style for business clients and decision makers
Services include:
- Linear regression (simple and multiple)
- Binary,
- Multinomial,
- Ordinal logistic regressions
- Data preparation and variable transformation
- Model diagnostics and interpretation
- Clear tables, charts, and explanations
A sample PDF report is included in this gig showing all four regression models and how statistical outputs are translated into clear research findings and practical insights.
You will receive organized outputs, transparent explanations, and professional presentation of results suitable for academic, research, or business use.
To select the test you need, please message me before ordering for a free review and discussion.
See my SPSS and Quick analysis gigs below for other services.
My Portfolio
FAQ
How many respondents can you analyze? Is there an extra charge for free-text responses?
I can analyze UNLIMITED RESPONDANTS for quantitative data (no free-text). For surveys with free-text responses, limits apply only to the number of text entries: Basic - 50 Standard -100 Premium -200 These limits DO NOT APPLY TO TOTAL RESPONDANTS. Contact me for larger qualitative datasets.
What if my dataset needs cleaning or preparation?
No problem. I can assist with basic data preparation, variable transformation, and checking model assumptions before performing the regression analysis to ensure reliable results. If extensive data cleaning or restructuring is required, I can also handle it for a small additional cost.
Can you help choose the correct regression model?
Yes. If you are unsure which model is appropriate, you can send your dataset and research question. I can review it and suggest the most suitable regression model.
What will I receive after the analysis?
Depending on the package and your selected reoprt style you will receive a structured report with regression outputs, interpretation of results, tables, and charts where appropriate.
Is my data confidential?
Yes. All datasets and research materials shared with me are treated with strict confidentiality. Your data will only be used for the purpose of completing your analysis and will never be shared with third parties.
Should I contact you before placing an order?
Yes, it is recommended. You can message me before ordering for a free review and discussion about your dataset and analysis requirements.

