Laura B. Balzer

1. Blurring cluster randomized trials and observational studies using Two-Stage TMLE to address sub-sampling, missingness, and minimal independent units
   2022/08/19 by Joshua R. Nugent, Carina Marquez, Nugent, Joshua R. +7 · 4 citations
   Decision Sciences · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Meta-analysis and systematic reviews #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
2. Invited Commentary: Demystifying Statistical Inference When Using Machine Learning in Causal Research
   2021/07/13 by Laura B. Balzer, Laura B Balzer, Ted Westling · 1 voice · 18 citations
   Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
3. Adaptive Selection of the Optimal Strategy to Improve Precision and Power in Randomized Trials
   2022/10/31 by Laura B. Balzer, Erica Cai, Balzer, Laura B. +5 · 3 citations
   Mathematics · #Statistical Methods and Inference #Advanced Causal Inference Techniques #Statistical Methods in Clinical Trials
4. Defining and Estimating Effects in Cluster Randomized Trials: A Methods Comparison
   2021/10/18 by Alejandra Benitez, Benitez, Alejandra, Maya L. Petersen +17 · 2 citations
   Mathematics · Medicine · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Assisted Reproductive Technology and Twin Pregnancy
5. Causal Inference in Randomized Trials with Partial Clustering
   2024/06/06 by Joshua R. Nugent, Nugent, Joshua, Elijah Kakande +13 · 2 citations
   Mathematics · #Statistical Methods in Clinical Trials #Advanced Causal Inference Techniques
6. Statistical Analysis Plan for SEARCH Phase I: Health Outcomes among Adults
   2018/07/25 by Laura B. Balzer, Diane V. Havlir, Balzer, Laura B. +7 · 1 citation
   Medicine · Immunology and Microbiology · #HIV/AIDS Research and Interventions #HIV-related health complications and treatments #HIV Research and Treatment
7. Towards Best Practices for Covariate Adjustment in Regulatory Trials: From Fixed to Data-Adaptive Approaches
   2026/07/30 by Laura B. Balzer, Lei Nie, Issa J. Dahabreh +15
   Mathematics · #stat.ME