Replicate Article Results in R

@kelvinm094

Hello, I’ve reviewed your replication task and am confident I can reproduce the article results exactly in R. With deep experience in statistical analysis and data science, I will apply R Programming Language, Statistical Analysis, and SPSS Statistics to reproduce every table, coefficient, and standard error exactly as in the paper. I will deliver the final R script, the raw console output, publication-style tables, and a full execution log, and I will validate each figure against the publication . Best regards, A freelancer

@ShaikhAneesa

Hi there, I have thoroughly reviewed the project requirements for replicating article results in R, including running the provided script, resolving any issues, and ensuring the reproduction of published numbers. Let's chat and discuss it further. To handle your project, I will start with running the script in RStudio, utilizing packages such as tidyverse, broom, and stargazer/gt for data analysis and table generation. I will meticulously compare the summary statistics and regression analyses to ensure an exact match with the original article. The deliverables for this project will include a clean R script, raw console output, regression and summary-statistics tables in the article's format, complete console log, and a confirmation note on the accuracy of each reported figure. Before signing-off my bid, I would like to ask a question, i.e., "Do you have any specific preferences for the format of the regression and summary-statistics tables?" Warm Regards, Aneesa.

@EightVeer

Hi there, We can handle the RStudio replication workflow end to end: running the supplied script, resolving execution issues, and matching the article’s summary statistics and regression outputs in the paper’s table style. We will also return the clean R script, raw console output, and a complete run log for review. Our initial assumption is that the folder includes all data, Stata files, and the latest script needed for faithful reproduction. Best Regards, 8veer

@belarjsoufiane20

I understand you’re looking for an exact replication of the published study in R, not a reinterpretation. I’ll use the provided RStudio project, datasets, and Stata files to identify and fix any execution issues, run the full workflow, and ensure the summary statistics and regression outputs match the paper precisely. I’ll preserve the article’s table formatting as closely as possible and document the entire process with a clean, reproducible script, complete console log, exported tables, and a verification note confirming agreement with the published results. Before I begin, could you let me know whether the current R script already reproduces some of the results, or is it currently failing to run from the start?

@glanegonsalves

Hey there Glane here, I can help reproduce your study entirely in RStudio, ensuring the published results match the original article as closely as possible. I'll work with your existing project folder, datasets, Stata files, and R script, resolve any execution issues, and use packages such as tidyverse, broom, stargazer/gt, haven, fixest, and other required libraries to faithfully replicate the summary statistics and regression analyses. You'll receive a clean, reproducible R script (or R Markdown), complete console log, exported regression and summary tables in the paper's original style, and a verification note confirming that the reproduced coefficients, standard errors, model fit statistics, and reported figures align with the publication.

@eldadshericks

Dear client, I am a Data Analyst by profession, and by using R, I can help you uncover insights from your data. I run both quantitative and qualitative analyses professionally. I am proficient in R's robust statistical modeling packages, such as lm and glm, to implement the necessary models and algorithms. This enables me to provide you with a comprehensive analysis report that includes the results of the statistical modeling performed on your dataset. My reports present key findings, insights, and relevant visualizations to aid in your decision-making process, using clear explanations and comments within the code to enhance comprehension. Please get in touch so we can proceed with the project.

@Aaleen110

I understand you need to replicate published article results using R, ensuring exact reproduction of summary statistics and regression analyses from the provided Stata files and R script. I have successfully replicated complex statistical outputs from academic papers into R for publication previously, achieving identical numerical results and table formatting. My approach will involve meticulously running your R script within RStudio, debugging any execution errors, and cross-referencing each output against the article's tables. I will use standard R packages like `dplyr`, `tidyr`, and `modelsummary` to generate the summary statistics and regression tables, ensuring precise replication of coefficients, standard errors, and model fit metrics to match the article's layout. Could you clarify if there are any specific version requirements for the R packages or R itself that need to be maintained for reproducibility? Ready to start as soon as you confirm scope.

@muratalper99

I have a PhD in statistic. I can rün R code to see what iş the problem and fix it. Then, I can share all related documents to show how the results are obtained. Finally, I can export tables to the format of the targeted article.

@khaliduom103

‎Hi i am an experienced R and Rstudio analyst for regression analyst  with PhD in applied mathematics and data analyst.I can help your data in R coding, optimization, numerical analysis،simulation of the CSV files. ‎

@karaki93

That's an easy task that can be completed quickly message me so that I can help you get it done since I've done this many times before

@RomanSattar

Hello, Reproducing published research isn't about rewriting the analysis—it's about ensuring every result matches exactly. I've worked on statistical replication, data validation, and debugging analytical workflows, so I'm comfortable troubleshooting R scripts and resolving execution issues efficiently. I'll identify and fix any script errors, reproduce the published summary statistics and regression outputs, preserve the paper's formatting, and deliver a clean, reproducible workflow with console logs and a confirmation of the matched results. Best Regards, Roman S.

@ImranAli01

Hello, I understand you need the existing RStudio project executed, any script issues resolved, and the published summary statistics and regression results reproduced exactly, with tables, coefficients, standard errors, and model fit metrics matching the original article. For your project my plan is to first review the datasets, Stata files, and existing R script to identify any compatibility or execution issues, followed by reproducing the complete statistical workflow using R, tidyverse, broom, and stargazer or gt to ensure every regression output and summary table aligns with the publication. Finally, I will validate each result against the paper, capture the full console output, and prepare clean, well-documented scripts with fully reproducible outputs. As final deliverable, you will receive a polished R script or R Markdown file together with the complete console log and exported regression and summary tables formatted to match the published article. You will also receive a verification note confirming which reported results were successfully replicated. One thing I'd like to confirm before we start: which version of R was originally used to produce the published analysis? I'd be happy to discuss the replication requirements and begin immediately. Best Regards, Imran

@nrajuu07

I'm an R programmer with experience in academic replication work, econometric modelling, and producing publication-matched regression tables using stargazer, gt, and R Markdown. I'll run the existing script, resolve any execution errors, and reproduce every summary statistic, coefficient, standard error, and model fit metric to match the published article exactly, delivered as a clean final R script, full unedited console log, formatted tables in your preferred output style, and a brief confirmation note tying each figure back to the paper. Ready to start immediately upon receiving the project folder.

@XRProConnect

Hi, Aashiq here from Cape Town, South Africa. This project instantly caught my eye, so I had to reach out. I see you’re looking to replicate published article results in R, ensuring every table and statistic matches the original layout. That’s a meticulous task, and I appreciate how important accuracy is for your project. I have extensive experience in statistical programming and data analysis, helping clients reproduce results with precision. My work has consistently resulted in high-quality outputs that align perfectly with original publications. Feel free to request samples of my successful R projects. Based on what you mentioned, here is how we would approach the project: - Review the provided R script and datasets. - Troubleshoot any execution glitches to ensure smooth runs. - Export tables and outputs in the required format while maintaining the original layout. You can count on clear communication throughout the process, with a focus on delivering a seamless, user-friendly solution optimized for performance. Best Regards, Aashiq

@zeenatmuzaffar

Hi,As a data professional skilled in R, statistical analysis, and data manipulation, replicating and validating your article’s results is right up my alley. My background includes extensive experience with complex statistical modeling, mathematical analysis, and regression – perfect for reproducing your original findings with precision. I’m confident that my expertise with tidyverse, broom, stargazer/gt and other pertinent R packages will make me greatly suited for this replicated task. Furthermore, my dedication to accuracy and eye for detail will ensure that every summary statistic and regression analysis is both accurately reproduced and aligned with the same layout as the original publication. The deliverables you’ve outlined are not just straightforward tasks but ones I'm deeply familiar with, making our collaboration a recipe for success. Overall, what sets me apart is my ability to connect technical analysis with its real-world implications. This project isn't just about line-by-line replication – it's about solidifying your work by proving its reproducibility in a different software environment. My promise is unwavering fidelity to your original findings, nothing more, and nothing less. Let’s make sure working together is the next successful step on your project journey!

@zubairmbafinance

Hello, I can run and debug your complete RStudio project to accurately reproduce the study’s published results. I have experience with R, tidyverse, broom, stargazer, regression analysis, and publication-style table formatting. I will deliver a clean final script, complete console logs, raw output, and exported tables matching the article’s layout. Every coefficient, standard error, summary statistic, and model-fit measure will be carefully verified against the publication. I am detail-oriented, reliable, and ready to begin immediately.

@Bwatter

Hello, How are you today? After carefully reviewing your requirements, I'm confident in my ability to deliver the best result with the highest accuracy in the shortest time possible as I have completed similar projects as an expert where I delivered 100% quality. Chat me up to get this project started immediately. Thank you.

@darios1

hi there, I can do your project. I know R well. I use RStudio with .R or .Rmd files. Write me for more details.

@alluankit01

Hi, I can replicate the article results in R using your existing RStudio project folder, datasets, Stata files, and current R script. The best solution is to first run the provided R script, compare outputs against the published article and Stata reference results, then fix any package, syntax, data import, model specification, or formatting issues until the R output matches the paper exactly. I’m comfortable with R, RStudio, tidyverse, broom, stargazer, gt, regression analysis, summary statistics, statistical replication, Stata-to-R comparison, console logging, and publication-style table formatting. Deliverables will include: * Clean final R script or RMarkdown file * Full console output * Complete run log from import to estimation * Summary statistics tables * Regression tables in article style * Coefficients, standard errors, and fit metrics matched * Notes confirming which figures match the publication * Any issue/fix summary for reproducibility I’ll focus only on faithful replication, not extra analysis, so the final workflow clearly demonstrates that the published numbers are reproduced in R. Best regards Ankit