You will get Advanced survival analysis and predictive modeling
Rising Talent
Rising Talent
Project details
Unlock publication-grade survival analysis and time-to-event workflows for complex clinical, pharma, and observational registries. Standard methods often collapse patient pathways into binary outcomes, miscalculating risk and introducing severe selection or informative censoring biases.
This premium service delivers rigorous, journal-ready biostatistical modeling engineered to meet strict peer-review standards. Moving beyond basic univariable models, I build advanced architectures to track dynamic patient trajectories across multiple transition vectors simultaneously.
What this pipeline delivers:
• True Confounding Resolution: Deploys stratified Cox regression to cleanly isolate therapeutic effects and neutralize baseline indication bias.
• Competing Risks & Multi-State Frameworks: Reconstructs longitudinal data into continuous-time Markov illness-death models, separating intermediate progression from terminal events.
• Dynamic Forecasting: Generates 5-to-10-year state probability projections tailored for custom patient archetypes.
Receive fully commented, reproducible source scripts (R, Stata, SAS), clean data-restructuring matrix expansions, and high-fidelity visualizations.
This premium service delivers rigorous, journal-ready biostatistical modeling engineered to meet strict peer-review standards. Moving beyond basic univariable models, I build advanced architectures to track dynamic patient trajectories across multiple transition vectors simultaneously.
What this pipeline delivers:
• True Confounding Resolution: Deploys stratified Cox regression to cleanly isolate therapeutic effects and neutralize baseline indication bias.
• Competing Risks & Multi-State Frameworks: Reconstructs longitudinal data into continuous-time Markov illness-death models, separating intermediate progression from terminal events.
• Dynamic Forecasting: Generates 5-to-10-year state probability projections tailored for custom patient archetypes.
Receive fully commented, reproducible source scripts (R, Stata, SAS), clean data-restructuring matrix expansions, and high-fidelity visualizations.
What's included
| Service Tiers |
Starter
$300
|
Standard
$750
|
Advanced
$1,800
|
|---|---|---|---|
| Delivery Time | 4 days | 7 days | 12 days |
Number of Revisions | 2 | 3 | Unlimited |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$150 - $600
Additional Revision
+$50
Manuscript-Ready Methods & Results Writing
(+ 2 Days)
+$250Frequently asked questions
About Tawanda
Medical Doctor (MD) | MSc Candidate Epidemiology & Biostatistics
Harare, Zimbabwe - 1:54 am local time
As a medical doctor specializing in epidemiology and biostatistics with certification in Advanced HIV Management, I translate raw health data into publication-ready statistical models, institutional frameworks, and actionable global health strategies. I provide the rare combination of deep clinical insight and advanced mathematical execution.
Whether you are a global health NGO, a pharmaceutical researcher, or a health insurance fund, I design and execute end-to-end data pipelines that meet strict peer-reviewed and institutional standards.
HEALTHCARE & DATA CAPABILITIES:
• Biostatistics & Epidemiological Modeling: Survival analysis, Generalized Linear Models (GLMs), stochastic risk modeling, and advanced regression architectures.
• Advanced Study Design: Designing robust protocols for clinical trials, cross-sectional surveys, and large-scale demographic health assessments.
• Health Systems & Risk Modeling: Actuarial framework design, Value-at-Risk (VaR) capital adequacy matrices, and financial risk mitigation for health schemes.
• Clinical Research & Public Health Consulting: Protocol development, ethical clearance frameworks, and technical writing for international grant applications.
TECHNICAL TOOLKIT:
• Statistical Computing: R, Stata, SPSS, Python
• Methodologies: Chain Ladder Reserving (IBNR), Asset Liability Matching (ALM), Solvency-II Frameworks, Propensity Score Matching.
Let’s ensure your health data yields maximum analytical depth and institutional impact. Hit the "Invite" or "Message" button above to discuss your project.
Steps for completing your project
After purchasing the project, send requirements so Tawanda can start the project.
Delivery time starts when Tawanda receives requirements from you.
Tawanda works on your project following the steps below.
Revisions may occur after the delivery date.
Data Profiling & Structural Validation
Exhaustive audit of your dataset to evaluate data types, identify missing values, map event densities, and perform vital temporal sanity checks to prevent downstream modeling leakage.
Pipeline Engineering & Model Estimation
Execution of the statistical methodology matching your tier—ranging from baseline Kaplan-Meier curves and semi-parametric Cox models to multi-state matrix expansions and dynamic risk forecasts.