A Faster Algorithm for the Finkelstein-Schoenfeld Test and Win Ratio in Hierarchical Composite Endpoint Analysis
Source category: Advanced Statistical Methods
Author collections: James Austrow
THE COMMUNITY ARCHIVE
Statistical Methodology Papers and Presentations
Explore conference discussions of model fitting, study design and statistical inference. Compare the assumptions and target quantities behind methods before adopting implementation examples in a new analysis.
216 papers · Showing 1–20
A Weighted Deming Regression SAS Macro
Source category: AI, Analytics & Statistics
Author collections: Jesse Canchola · Natasha Oza
Advancing Precision Medicine and Regulatory Readiness: Data Harmonisation and Statistical Methods for Companion Diagnostics Bridging Studies
Source category: Analytics & Statistics
AI-Augmented Bayesian Methods for Late-Onset Toxicity in Early-Phase Trials
Source category: Analytics & Statistics
Algorithms to align the distribution of follow-up across independently collected cohorts when comparing time to event endpoints using conventional Kaplan Meier and Cox regression methods.
Source category: Study Data Integration & Analysis
Author collections: Shankar Srinivasan · Yvonne Buttkewitz
An R Shiny App for Real-Time Continuous Safety Monitoring in Post-POC Trials: A Bayesian Approach to Decision-Making
Source category: Emerging Trends & Innovation
Author collections: Xiao Huang · Jinquan Wu
Beyond Imitation: Selecting Synthetic Data with Purpose and Precision
Source category: Advanced Statistical Methods
Author collections: Sundaresh Sankaran · Pritesh Desai · Sherrine Eid
Beyond Toxicity: Accelerating Dose Finding with Pharmacokinetic-Driven Bayesian Design PKBOIN-12
Source category: Analytics & Statistics & Analytical Risk-Based Monitoring
Construction and Evaluation of External Controls Using Propensity Score Methods
Source category: Advanced Statistical Methods
Author collections: Hongbing Jin
Demystifying Regression Analysis Techniques with R
Source category: Open Source & Emerging Technologies
Author collections: Zheyuan Yu · Kirk Lafler · Zichun Gao · Jiaxin Xu · Zeqi Li · Ruochen Shao
Getting Started with Bayesian Analysis
Source category: AI, Analytics & Statistics
Author collections: Danny Modlin
Implementing Dynamic Time Warping in SAS 9.4 Using PROC IML: An Alternative Approach for Time-Series Model Evaluation
Source category: Advanced Statistical Methods
Author collections: Yida Bao · Philippe Gaillard · Zheng Zhang
Leveraging Historical Control Data Through Adaptive Bayesian Hierarchical Models
Source category: Emerging Trends & Open Source Technologies
Linear versus Log–Log Confidence Intervals for Kaplan–Meier Survival Estimates: Statistical Rationale and Practical Implementation using SAS 9.4
Source category: Advanced Statistical Methods
Author collections: Prayag Shah
Machine Learning Models for Predicting Diabetes Using the PIMA Indians Dataset
Source category: Advanced Statistical Methods
Author collections: Leon Davoody
Mixed Models and Measured Outcomes: R Tips from the Clinical Trenches
Source category: Coding Tips & Tricks
Oncology Solid Tumor Subcutaneous vs Intravenous Late-stage Study Analysis
Source category: Advanced Statistical Methods
Author collections: Sumanjali Mangalarapu · Anilkumar Anksapur
Quantifying Expression Divergence to Identify Candidate RNA-Binding Proteins Modulating Nonsense-Mediated Decay Across Human Tissues Using t-SNE Embedding Analysis
Source category: Advanced Statistical Methods
Regression Analysis Made Easy Using R
Source category: Emerging Technologies (R, Python, GitHub etc.)
Author collections: Zheyuan Yu · Kirk Lafler · Zichun Gao · Jiaxin Xu · Zeqi Li · Ruochen Shao
The Agent That Asks the Questions: Autonomous Hypothesis Generation Over CDISC Trial Data with SAS
Source category: Pharma & Healthcare
Author collections: Lida Gharibvand