Network Meta-Analysis Comparing Vortioxetine vs Duloxetine for Treatment of MDD

@mehmoodfaisal61

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@eldadshericks

I am a data analyst and econometrician with strong experience in advanced statistical modeling using R and STATA, and I can support your academic thesis by delivering a high-quality network meta-analysis (NMA) comparing vortioxetine, duloxetine, and related interventions in Major Depressive Disorder. I can assist with the full analytical workflow, starting from structured data extraction from the included RCTs (vortioxetine, duloxetine, sertraline, desvenlafaxine, and placebo), through to the preparation of analysis-ready datasets suitable for network meta-analysis. I am experienced in handling clinical trial data and depression outcome scales such as MADRS and HAM-D, ensuring consistency and accuracy across studies. Using R (e.g., netmeta / gemtc packages) or STATA, I will implement the appropriate NMA models, generate network plots, forest plots, league tables, and compute SUCRA (or P-score) treatment rankings. I carefully assess model assumptions, heterogeneity, and consistency, and I can perform sensitivity analyses where required to strengthen the robustness of the findings. I provide fully reproducible and well-annotated code, along with a clear written methods and results summary suitable for direct inclusion in an academic thesis. The final report will present key findings, treatment rankings, and interpretations in a clear and structured manner, supported by high-quality visualizations.

@TheRSTeam

Hi, I understand you’re seeking a biostatistician or data analyst to complete a network meta-analysis for your academic thesis, comparing vortioxetine and duloxetine for Major Depressive Disorder. With extensive experience in network meta-analysis, SUCRA rankings, and depression outcome scales (MADRS/HAM-D), I can: Extract data from your included RCTs and structure it into analysis-ready datasets. Conduct the network meta-analysis in R or Stata, generating SUCRA rankings, network plots, forest plots, league tables, and sensitivity analyses. Provide fully annotated, reproducible code alongside a written methods/results summary crafted for thesis inclusion. Deliverables will include clean datasets, annotated code, all required plots, and a clear methods/results write-up. Could you share more details about the included studies or any specific analyses you’d like emphasized? I’ve worked on similar NMA projects and would be happy to discuss a fixed price and timeline tailored to your needs—I’m ready to start!

@arwamoizds

Hello, I have 10 years of experience in biostatistics and conducting network meta-analyses (NMA), I am confident in my ability to complete this project for your academic thesis comparing vortioxetine and duloxetine in Major Depressive Disorder (MDD). I have successfully worked on similar NMA projects, including those involving treatments for depression, and I am well-versed in handling RCT data, using outcome scales like MADRS and HAM-D, and employing SUCRA-based treatment rankings. For this project, I will start by extracting data from the included RCTs (vortioxetine, duloxetine, sertraline, desvenlafaxine, placebo) and organizing it into a structured format suitable for NMA. I will then prepare the analysis-ready datasets, conduct the NMA in R or STATA, and provide clear, reproducible code and figures. Additionally, I will include network plots, forest plots, league tables, SUCRA rankings, and sensitivity analyses, along with a written summary of methods and results that you can directly incorporate into your thesis. I estimate that the project will take approximately [insert timeline estimate here] based on my experience with similar analyses. My fixed price for the project is [insert price]. I’m happy to share previous work examples and discuss any specific requirements you may have. Let’s come for a chat so we can discuss further. Regards, Arwa M.

@Tanmoy236

Hi! I specialize in network meta-analysis for academic and clinical research, with over 9 years of experience analyzing RCT data in psychiatry and depression outcomes. I’ve delivered NMAs suitable for theses and peer-reviewed publications with full reproducibility and clear reporting. Here's how I can help: * Extract and structure RCT data for vortioxetine, duloxetine, sertraline, desvenlafaxine, and placebo * Prepare analysis-ready datasets for NMA in R or STATA * Run NMA with SUCRA/P-score rankings using MADRS and/or HAM-D outcomes * Generate reproducible, annotated code, network plots, forest plots, league tables, and rankings * Conduct sensitivity analyses and provide a clear methods + results write-up aligned with thesis standards To scope accurately, are outcomes continuous (change from baseline) or mixed with response/remission? Do you have a preferred framework (frequentist vs Bayesian), and any institutional or journal reporting guidelines to follow (PRISMA-NMA)?

@DrKimi

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@DevBenchHQ

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@moizdzo3l

Hello, When evidence needs to speak clearly, a well-built network tells the full story, this analysis will position vortioxetine and duloxetine precisely within the MDD landscape and strengthen the academic weight of your thesis. Extensive work with RCT-based NMAs in mental health supports clean extraction, analysis-ready structuring, and transparent modelling in R or STATA; what you receive from this work 1 Structured datasets covering vortioxetine, duloxetine, sertraline, desvenlafaxine, and placebo 2 Reproducible NMA with SUCRA rankings, league tables, network and forest plots 3 Thesis-ready methods and results text using MADRS/HAM-D with sensitivity checks This is a placeholder bid; after reviewing included studies and outcomes, timeline and budget can be finalised. A quick 10–15 second alignment will confirm scope and move this collaboration forward with confidence. Warm Regards Moiz!

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@kaindo2017

With a name like Simon, you'd expect nothing less than reliability, commitment, time-consciousness, and honesty - qualities I guarantee to bring to your network-meta analysis (NMA) project. Although my profile may seem to slightly differ from your requirements, my over 5 years' diverse experience in research writing, statistical analysis using SPSS statistics, and Python programming have equipped me with the tools necessary to successfully accomplish your task. Having completed various projects on data extraction, preparation of analysis-ready datasets and statistical comparisons, I am not only proficient in R and STATA but also conversant with methods utilized in NMA. My ability to write proprietary programs for tedious tasks and to generate clear reports would ensure that you get reproducible code, accompanied by easy-to-understand figures and a comprehensive written summary. Additionally, I hold a BSc. degree in Computer Science along with a Bachelor's degree in Commerce. This dual qualification gives me insights into the economic variables underlining medical research like yours. Working at the nexus of science and business is something I am passionate about. It allows me to exercise my curiosity while at the same time answering questions essential for informed business decisions. The deadline being unspecified; rest assured, I will propose a realistic timeline based on the complexity of the project and my experience.

@mobimubasir

Hello. I read your requirement i will do that. Please come on chat we will discuss more about this. I will waiting your reply

@Feriver

Hello, I understand you’re looking for an experienced biostatistician to complete a rigorous network meta-analysis comparing vortioxetine and duloxetine in Major Depressive Disorder, building on an already completed systematic review. I have hands-on experience conducting NMAs for antidepressants and CNS indications, with a strong focus on RCT data integrity, depression outcome scales such as MADRS and HAM-D, and transparent, reproducible analysis suitable for thesis and publication use. I will extract and structure outcome data from all included trials (vortioxetine, duloxetine, sertraline, desvenlafaxine, placebo) into analysis-ready datasets, carefully handling scale direction, timepoints, and missing data. The NMA will be conducted in R or STATA using validated models, producing treatment effect estimates, league tables, network and forest plots, and SUCRA-based rankings. Sensitivity and consistency checks will be included to ensure robustness and interpretability. You will receive clean datasets, fully annotated code, high-quality figures, and a concise but publication-ready methods and results summary that can be inserted directly into a thesis. My approach emphasizes methodological clarity, reproducibility, and defensible statistical decisions aligned with current best practice in comparative effectiveness research. Thanks Asif.

@wilfrednjorog

Hi, I'm excited to assist with your network meta-analysis comparing vortioxetine and duloxetine for your thesis. With extensive experience in conducting NMAs, especially in psychiatric outcomes, I can efficiently handle data extraction, prepare analysis-ready datasets, and implement the analysis in R or STATA. My previous projects involved detailed SUCRA rankings and sensitivity analyses, ensuring robust results suitable for academic inclusion. I look forward to discussing how I can contribute to your work!

@carlitanjuguna05

Hi, I am excited to apply for your network meta-analysis project comparing vortioxetine and duloxetine in Major Depressive Disorder. With extensive experience in biostatistics and previous work on network meta-analyses, I am well-prepared to handle the data extraction and analysis needed for your thesis. I will focus on extracting data from included RCTs and create analysis-ready datasets for NMA. Using R or STATA, I can conduct the analysis and provide SUCRA-based treatment rankings. My previous NMA projects have equipped me with the skills to deliver comprehensive results and reproducible code, ensuring that the figures and written summaries will align seamlessly with your academic requirements. I propose a timeline of 15 days to complete the deliverables, which will include cleaned datasets, annotated code, various plots, and sensitivity analyses.

@aqsaishrat

Hello, I can help you complete a rigorous, publication-ready network meta analysis for your thesis comparing vortioxetine and duloxetine in Major Depressive Disorder. Since your systematic review is already finished, I understand the focus is now on accurate RCT data extraction, building clean analysis ready datasets, and producing a defensible NMA with clear treatment rankings that stand up to academic scrutiny. I have 9+ years of experience working with clinical trial data, biostatistics, and advanced comparative methods, including network meta analysis and indirect treatment comparisons. I’ve handled NMAs involving antidepressants and other CNS therapies, worked with MADRS and HAM-D outcomes, and produced SUCRA/P score rankings using R and STATA for theses and peer-reviewed publications. My approach is structured and fully reproducible. I’ll extract and validate trial data, prepare tidy datasets, run the NMA with appropriate model checks, and generate network plots, forest plots, league tables, SUCRA rankings, and sensitivity analyses. You’ll receive annotated code, clean outputs, and a clear methods and results write up ready to drop into your thesis. Feel free to have a chat, Regards, Aqsa.

@addison2002

As an accomplished ghostwriter and thorough researcher, I can bring a level of meticulousness to your Network Meta-Analysis (NMA) that's necessary for academic projects of this magnitude. My past experiences in drafting precise legal documents and comprehensive academic manuscripts have taught me the value of combining storytelling with analytical precision - an essential strategy for NMA. Having dedicated time to expanding my understanding of various research methods, including NMA, I have a solid grip on each aspect of your project, from data extraction and preparation to meta-analysis using R or STATA. Moreover, my proficiency with depression outcome scales like MADRS/HAM-D fortifies my ability to interpret complex mental health data and extract meaningful insights for the final report. Finally but significantly, my recent training in Power BI complements my flair for transforming complicated data into reader-friendly visualizations. My comprehensive deliverables will consist of not just cleaned datasets and annotated code but also impactful network plots, forest plots, league tables, SUCRA rankings, and sensitivity analyses - designed to enhance comprehension and reader engagement. Let's collaboratively make your academic thesis shine!

@laibatahir396

Hi there, I’m an experienced biostatistician/data analyst with a strong track record delivering network meta-analyses (NMA) in R or STATA, including SUCRA/P-score rankings, and hands-on experience with RCT data and depression scales (MADRS/HAM-D). I can complete end-to-end data extraction from the included trials, prepare clean, analysis-ready datasets, and run a reproducible random-effects NMA with full diagnostics, sensitivity analyses, and publication-quality outputs (network plots, forest plots, league tables, and rankings). You’ll receive annotated code, validated figures, and a clear methods/results summary suitable for thesis inclusion. I’m happy to share examples of prior NMA work and propose a fixed price with a realistic timeline once I review the study list and extraction template. Best Regards, Laiba

@Penmate

I have extensive experience in conducting complex data analysis, systematic reviews, and meta-analyses - particularly in the realm of biostatistics. My familiarity with network meta-analysis, SUCRA-based rankings and RCT data analysis has been successfully applied to numerous NMA projects in the past, all of which have garnered satisfactory results. In fact, I can provide you with several examples of my previous NMA work to showcase my capability. Following the completion of the systematic review and given access to the included RCTs (vortioxetine, duloxetine, sertraline, desvenlafaxine, placebo), I will ensure swift and accurate extraction of data into structured formats while maintaining the integrity of the information. Expect clean datasets along with reproducible annotated R/STATA code as deliverables. Timeliness doesn't undermine my attention to detail; critical for producing consistent and accurate results. Each component you need; whether it be forest plots, league tables or SUCRA rankings will be meticulously prepared using your preferred software - be it R or STATA. Finally, I'll cap off your expected deliverables with a well-written methods/results summary that fits seamlessly into your thesis- all within a timeline that is considerate of your expectations while valuing thoroughness.I am excited about this opportunity and look forward to discussing further details with you. Choose me for a reliable professional service that guarantees excellent results!

@realroshan102

Hi, I have thoroughly reviewed your project on conducting a network meta-analysis comparing vortioxetine and duloxetine in Major Depressive Disorder. With extensive experience in biostatistics and multiple NMAs under my belt, including those involving antidepressants and validated scales like MADRS and HAM-D, I am confident in providing precise data extraction, analysis-ready datasets, and comprehensive NMA using R with SUCRA rankings. I will deliver reproducible annotated code, clear visuals, and detailed methods/results summaries tailored for academic theses. I propose a timeline of 14-16 days to ensure rigor and quality. Looking forward to collaborating and clarifying the next steps. Could you please specify if the included RCTs differ significantly in study designs or outcome measures beyond those listed? Thanks, Roshan