Multivariate Regression Predictor Identification
Budget: $10 – $30 USD
I need a biostatistician to run a rigorous multivariate regression on my study data with the single aim of pin-pointing which variables truly stand out as significant predictors. The dataset is ready to share once we agree on confidentiality terms.
Your task covers model selection, testing of assumptions, and clear interpretation of coefficients so I can understand why each predictor matters biologically and statistically. I am open to whichever platform you prefer—R, Stata, SAS, or Python—as long as the workflow is fully reproducible.
Deliverables
• well-commented analysis code and any supporting scripts
• concise summary table highlighting significant predictors (p-values, CIs, effect sizes)
• short written explanation of the findings and practical implications
If a brief exploratory linear or logistic check helps validate the multivariate approach, feel free to include it; however, the core output must remain a final multivariate model focused on significance.
I need to meet with the biostatistician online in order to complete the work together.
Your task covers model selection, testing of assumptions, and clear interpretation of coefficients so I can understand why each predictor matters biologically and statistically. I am open to whichever platform you prefer—R, Stata, SAS, or Python—as long as the workflow is fully reproducible.
Deliverables
• well-commented analysis code and any supporting scripts
• concise summary table highlighting significant predictors (p-values, CIs, effect sizes)
• short written explanation of the findings and practical implications
If a brief exploratory linear or logistic check helps validate the multivariate approach, feel free to include it; however, the core output must remain a final multivariate model focused on significance.
I need to meet with the biostatistician online in order to complete the work together.