I will perform econometric ml and predictive modelling
About this Gig
Need more than raw statistical output?
I provide structured statistical data analysis with emphasis on appropriate methodology, model diagnostics, clear visualization and understandable interpretation.
My analytical background covers econometrics, statistical modeling, business and marketing research, and data-science applications. Depending on your dataset and objective, services may include:
Data checking and preparation
Descriptive statistics and visualization
Linear and multiple regression
Logistic and probit regression
Hypothesis-driven statistical analysis
Exploratory factor analysis / PCA
Classification and predictive modeling
Time-series / econometric analysis where appropriate
Model diagnostics and performance measures
Tables, charts and clear interpretation
Reproducible R code where included
I work primarily with R/RStudio and Excel and focus on translating analytical results into meaningful business or research insights rather than simply providing software output.
PLEASE CONTACT ME BEFORE ORDERING if your dataset is large, requires extensive cleaning/merging, contains many variables, or you are unsure which analytical method is appropriate.
FAQ
Can you recommend the appropriate statistical method?
Yes. Send the objective/research question, variable definitions and dataset structure. I can help determine an appropriate method before analysis.
Which software do you use?
I primarily work with R/RStudio and Microsoft Excel. Please mention any specific software/output requirement before ordering. I rely more on open source platforms.
Will I receive the R code?
R code is included in the Standard and Premium packages as described. For Basic orders it can be agreed upon as an extra or custom requirement.
Can you clean my dataset?
Basic to moderate cleaning is usually required and therefore included according to the package. Extensive recoding, merging, restructuring or missing-data work may require a custom offer.
Will you interpret the results?
Yes. Interpretation is a central part of the service. The depth of interpretation depends on the selected package.
Can you analyze academic research data?
I can provide statistical consulting, methodology guidance, tutoring and explanation of results where permitted. I do not complete assessed academic work that must represent a student's independent work as it violates universal original work policy.
Should I contact you before ordering?
Yes, especially if you are unsure about the method, have a large or complex dataset, require several models, or need extensive cleaning.
