Experienced Biostatistician for Bayesian Network Meta-Analysis (gemtc / R)

@AwaisChaudhry

Hello, I’m Muhammad Awais. I will deliver a clean, reproducible Bayesian NMA using gemtc in R, focused on ARR with 95% CrI, SUCRA rankings and robust diagnostics. I will structure the extracted study data into an analysis-ready dataset, apply Haldane-Anscombe corrections where needed, run a Bayesian random-effects model with default priors, check convergence with trace plots, Gelman-Rubin, and ESS, and produce network/forest/league plots and SUCRA values. I’ll provide annotated R code, fully annotated outputs, and a 1-2 page methods/results summary suitable for manuscript submission. Deliverables include a clean dataset, scripts, all model outputs and plots, and publication-ready tables. I’ll ensure the workflow is fully reproducible and aligned with the project’s timeline. What is the preferred software environment and version for MetaInsight and gemtc, and are there any project-specific formatting or journal guidelines I should align with?

@ShaikhAneesa

Hello, I have carefully reviewed your project requirements for the Bayesian Network Meta-Analysis using the gemtc framework, and I clearly understand the methodological rigor and reproducibility expected. With strong experience in Bayesian modeling and clinical evidence synthesis, I am confident in handling the full analytical workflow accurately and efficiently. I will begin by restructuring the extracted dichotomous datasets into gemtc-compatible network format and validating consistency across study arms. Next, I will implement preprocessing steps including Haldane–Anscombe corrections and prepare the dataset for Bayesian random-effects modeling in R. I will then run MCMC simulations using gemtc and rjags, assess convergence through trace plots, Gelman–Rubin diagnostics, and ESS checks, and refine priors if required. Finally, I will generate network plots, forest plots, SUCRA rankings, league tables, and produce a concise manuscript-ready Methods and Results summary with fully annotated reproducible R scripts. Could you share whether the extracted dataset is already arm-based or contrast-based for direct gemtc integration? Let’s connect in chat to finalize the analysis setup. Best Regards, Aneesa.

@doctorkendrick20

Hi, Statistics is my favorite subject and will be glad to help. I have skills in Data Processing, Statistics, R Programming Language, Python, Machine Learning, SPSS, Tableau and Excel.

@HiraMahmood4072

Hi, I hope you're doing well. I understand you're looking for Experienced Biostatistician for Bayesian Network Meta-Analysis (gemtc / R) I am the ideal candidate for your project. I have read the provided job description and I understand what you are looking for. I have over 10+ years of experience Statistics, Statistical Analysis, SPSS Statistics, Data Visualization, Data Analysis, Statistical Modeling, Biostatistics .Please feel free to further discuss the requirements and timeline for the project. I'd be happy to assist you. I am ready to start right now. ✅ No Upfront Payment ✅ Release Milestone After Completion ✅ 100% Project Completion Rate You can visit my Profile https://www.freelancer.com/u/HiraMahmood4072 Thank you

@saba106

I am an expert Biostatistician, Research Writer, and data analyst with more than eight years of experience. i have experience of working on meta analysis have completed many studies related to systematic review, meta analysis and umbrella review. I have full command of Covidence, Revman, Excel analysis, SPSS, STATA, R LANGUAGE, AND PYTHON. I am an expert in creating time series prediction models, working with survey data, conducting marketing analysis, building estimators, and medical analysis. I am a perfect match for your project share other details of the work so I can start working on your project. Will complete task on time.

@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. ‎

@qualityxenter

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@jepita200

Hello there,, I have advanced experience in Data Mining, Statistics, Statistical Analysis and Data Science. With my vast background in data analysis and management, I am confident in my ability to handle your categorical data project effectively and efficiently. I have extensive experience in collecting, cleaning, analyzing, and visualizing data using Python programming, an invaluable asset for a project of this nature. Additionally, I am well-versed with CRISP-DM framework and adept at identifying patterns within datasets Choosing me means benefitting from not only my expertise but also my personal approach to projects. I understand that each task is unique, requiring tailored skills, and so I'm willing to go the extra mile to provide you with results that meet and exceed your expectations. Let's join forces in this project as our combined strengths will surely produce a result that's efficient, elegant and insightful! Let's not waste any more time! Together, we can mine this data efficiently and answer the questions to achieve your goals. Best Regards, Thanks

@dvcontact

Hello, Are you ready to elevate your meta-analysis with expert biostatistical support? I leverage advanced Bayesian methods using the gemtc R package to provide robust insights tailored to your needs. Let's discuss how I can assist in achieving your project's goals effectively. Best, Smith

@nimiwebjuggler

As a highly skilled data analyst with over (X years) of experience, I believe I am the right candidate for your Bayesian Network Meta-Analysis. I have a strong background in conducting systematic reviews, structuring study-level data, and running NMA using GEMTC. My prior experience includes using Bayesian random-effects models, MCMC diagnostics, Haldane–Anscombe correction, and generating league tables, network plots, forest plots, treatment ranking plots, and more. Throughout my career, I have published numerous papers incorporating NMAs into clinical research. I are very familiar with SUCRA methodology and ABSOLUTE RISK REDUCTION outcomes which gives me an edge when interpreting and presenting your results accurately. I am also diligent about reproducibility and ensuring that my code is clean, well-structured, and fully annotated to facilitate any future collaborations or revisions. Importantly, (insert number) of my past projects bear a striking resemblance to your requirements; they were all completed successfully using GEMTC-based methodologies and delivered publication-ready outputs. Additionally, I am well-versed in MS Office applications including Word that simplifies summarizing methods/results in a manuscript-ready format. By choosing me you not only guarantee quality work but also adhere to your carefully delineated qualifications for this project. Trust me with your NMA project and let's achieve nothing less than excellence together!

@jesica46

Hello, After reviewing your project on domestic charter flight analysis, I clearly understand that this requires not just data processing, but strategic insight that supports financial and operational decision-making. As a Data Scientist with strong expertise in Python, R, and advanced Excel analytics, I specialize in transforming complex datasets and transcripts into structured, decision-ready insights. For your project, I will: ✔ Conduct structured qualitative and quantitative analysis aligned with your objectives ✔ Clean, validate, and structure raw datasets for analytical accuracy ✔ Apply statistical modeling and exploratory data analysis (EDA) using Python/R ✔ Identify key patterns, cost drivers, and performance indicators ✔ Deliver a clear analytical report with visualizations and actionable recommendations My focus is not just on analysis — but on delivering insights that directly support smarter, data-driven decisions. You can expect: • Well-documented methodology • Transparent working files (Python/R scripts or Excel models) • Clear visual dashboards (if required) • On-time delivery with professional communication I am ready to begin immediately and would welcome the opportunity to review your dataset to ensure the analysis fully aligns with your strategic goals. Looking forward to delivering measurable value to your project. Best regards,

@KirtikaKataria

Hi there, I am confident I can deliver your gemtc-based NMA at a professional level. With extensive experience in Bayesian evidence synthesis, MCMC modeling, and advanced network meta-analysis, I specialise in translating complex study-level data into robust, interpretable results suitable for high-impact manuscripts. My approach will be to first structure your extracted dichotomous data into a fully analysis-ready dataset, applying Haldane–Anscombe continuity corrections where necessary for zero-event trials. Then, I will implement a Bayesian random-effects NMA using gemtc, carefully monitoring convergence with trace plots, Gelman–Rubin diagnostics, and effective sample sizes, ensuring all model assumptions are rigorously met. Next, I will generate high-quality network plots, forest plots, league tables, treatment ranking plots, and SUCRA values, performing sensitivity analyses to test the robustness of results. Finally, I will compile all outputs including annotated R code, tables, figures, and a concise 1–2 page Methods & Results summary ensuring they are immediately suitable for manuscript inclusion. Deliverables: Clean structured dataset, annotated R script, all diagnostic plots, publication-ready tables/figures, SUCRA-based treatment rankings, and a concise written summary. QUESTION: Should I explore alternative priors for sensitivity reporting, or strictly follow gemtc defaults for reproducibility? Let's chat and get started now! Regards, Shehwani.

@eliza019

Hello there, With extensive experience in statistical and predictive analytics, My proficiency in SPSS combined with my programming skills in Python will not only ensure an effective data analysis but also allow for flexibility and automation, optimizing efficiency throughout the process. Throughout my career, I have consistently proven my problem-solving mindset transforming complex datasets into clear and actionable insights that clients can use to drive their business forward. Data cleaning and transformation is an often-overlooked area of importance; however, it's where precise analysis begins. My vast experience in this area ensures thorough sorting of your data for accurate analysis - leaving no stone unturned. Lastly, I recognize that clear communication is vital to successful project completion. I assure you of my commitment in communicating regularly and effectively throughout this project, leaving no room for ambiguities. Trusting me with this project will not just avail you of a qualified individual but also someone who is dedicated in leveraging their knowledge and experience for unparalleled client satisfaction.

@juanjosec63

Hello, I’m excited about the opportunity to contribute to your project. With strong experience in Bayesian evidence synthesis and dichotomous-outcome Network Meta-Analysis workflows, I can run a full gemtc-based Bayesian random-effects NMA with Haldane–Anscombe handling, robust MCMC diagnostics (trace, Gelman–Rubin, ESS), and clear SUCRA-based ranking outputs suitable for manuscript submission. I’ll tailor the work to your exact requirements by structuring your extracted study-level data into gemtc-ready format, applying continuity correction where needed, producing network/forest/league/ranking plots plus SUCRA values, and delivering fully reproducible annotated R code with publication-ready tables/figures and a concise 1–2 page Methods & Results section. You can expect clear communication, careful convergence validation, and outputs that are transparent, reproducible, and aligned with MetaInsight + gemtc conventions for peer-reviewed reporting. Best regards, Juan

@toriquldev123

Hello Dear! I write to introduce myself. I'm Engineer Toriqul Islam. I was born and grew up in Bangladesh. I speak and write in English like native people. I am a B.S.C. Engineer of Computer Science & Engineering. I completed my graduation from Rajshahi University of Engineering & Technology ( RUET). I love to work on Web Design & Development project.  Web Design & development: I am a full-stack web developer with more than 10 years of experience. My design Approach is Always Modern and simple, which attracts people towards it. I have built websites for a wide variety of industries. Technologies We Use: Custom Websites Development Using ======>Full Stack Development. 1.    HTML5 2.    CSS3 3.    Bootstrap4 4.    jQuery 5.    JavaScript 6.    Angular JS 7.    React JS 8.    Node JS 9.    WordPress 10.    PHP 11.    Ruby on Rails 12.    MYSQL 13.    Laravel 14.    .Net 15.    CodeIgniter 16.    React Native 17.    SQL / MySQL 18.    Mobile app development  19.    Python 20.    MongoDB What you'll get? •    Fully Responsive Website on All Devices •    Reusable Components •    Quick response •    Clean, tested and documented code •    Completely met deadlines and requirements •    Clear communication You are cordially welcome to discuss your project. Thank You! Best Regards, Toriqul Islam  

@SolutionMart

My name is "Usama Safdar" and I am a Ph.D degree holder which means I am highly-capable to tackle this project "Content Editor " with 100 percent accuracy. I am a professional writer with over 6 years of experience in writing; Essays, Research Summaries, Thesis, Dissertation, Lab Reports and Case Studies. I always provide High-Quality Solutions within the shortest possible time with all instructions followed against very reasonable prices. I can manage works even with shortest deadlines like; "2500 words work in just 6 Hours" with very reasonable time. As a pro academic writer I am also familiar with all the referencing styles; such as APA, Harvard, OSCOLA, IEE, MLA etc. I always provide plagiarism-free solutions and as a prove I also provide "FREE Turnitin reports". For Samples, please visit my profile https://www.freelancer.com/u/SolutionMart Please message me to start the discussion. Thank You

@jinufeb14

Having ranked under the top 1% of Freelancers, I am a highly experienced Data Analyst skilled in Statistics, with a particular focus on Bayesian Network Meta-Analysis (NMA). Over the years, I have honed my abilities in GEMTC and other essential tools required for a successful NMA. In fact, I have handled similar projects in the past, making me more than capable to undertake this task. Using R as my primary weapon of choice, I am adept at systematically structuring extracted data and applying necessary continuity corrections as required by your project. What sets me apart is not just my ability to generate well-structured dataset but also to exhibit comprehensive data analysis skills, like SUCRA plots, treatment ranking tables, forest plots, network plots and generating all these with fully reproducible and annotated R code. I pride myself on my meticulous attention to detail which is vital when working with large data sets. Therefore,ahead of submission,I'll rigorously ensure that your needed deliverables; publication-ready tables and figures as well as a concise yet compelling written methods/results summary are flawless and accurate. Time management is another forte of mine which matches the urgency of your project. Combining all these qualities with my proven background in cloud technology, you can be rest assured that you are hiring more than just an expert.

@errandssolution

With my advanced biostatistics and data analytics background, I am confident that I can provide you with the top-quality service you require for this project. Not only do I have solid knowledge and extensive hands-on experience in Bayesian Network Meta-Analysis (NMA) - a theme central to your project - but I am also proficient with R package gemtc and MetaInsight software mentioned in the project details. These skills will enable me to smoothly structure the extracted study-level dichotomous data into an analysis-ready format and analyze it using Bayesian random-effects NMA as required. I boast unmatched skills in academic & research writing, as well as data analysis and statistics using various tools including RStudio. Once we complete this crucial phase of data analysis, I can then leverage on my decade-long experience in fields such as research writing to deliver a concise yet comprehensive 1–2 page written methods/results summary suitable for manuscript inclusion. While working with me, expect nothing but thoroughness, commitment to timelines without compromising quality or originality

@ExpertsPen

As an accomplished academic writer and a statistician with proficiency in SPSS, I can assure you a holistic approach towards your project that combines both strong analytic skills and unimpeachable writing abilities. I've garnered over 10 years of experience supporting researchers, Masters and PhD students in their projects, methodologically assisting with data organization, analysis and interpretation. Especially relevant for your project, my repertoire includes expertise in subjects like Bayesian Network Meta-Analysis, knowledge of MCMC diagnostics, sound understanding of plots like trace plots/ Gelman-Rubin and experience with dichotomous outcomes/continuity corrections. My strong grasp with tools like R package - GEMTC and MetaInsight software aligns closely with your project background. Moreover, given the magnitude of this task, my accountability is well complemented by my availability (24/7 if needed), real-time response throughout the project and my commitment to respecting deadlines- qualities highly commended by previous clients. Trusting me with this task would invite professional discipline merged with a deep passion for producing comprehensive analyses concluded with publication ready-materials.