Suchergebnisse - Stuart, Elizabeth

Machine learning methods fail to provide cohesive atheoretical construction of personality traits from semantic embeddings von Bouguettaya, Ayoub, Stuart, Elizabeth M.

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Who Are We Missing? A Principled Approach to Characterizing the Underrepresented Population von Parikh, Harsh, Ross, Rachael, Stuart, Elizabeth, Rudolph, Kara

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Driving Digital Transformation von Ndulu, Benno, Stuart, Elizabeth, Dercon, Stefan, Knaack, Peter

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Identification of complier and noncomplier average causal effects in the presence of latent missing-at-random (LMAR) outcomes: a unifying view and choices of assumptions von Nguyen, Trang Quynh, Carlson, Michelle C., Stuart, Elizabeth A.

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Large Language Models for Full-Text Methods Assessment: A Case Study on Mediation Analysis von Zhang, Wenqing, Nguyen, Trang, Stuart, Elizabeth A., Chen, Yiqun T.

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Improving efficiency in transporting average treatment effects von Rudolph, Kara E., Williams, Nicholas T., Stuart, Elizabeth A., Diaz, Ivan

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Weight a Minute: Understanding Variability in PATE Estimates Across Target Populations von Stewart, William, Brantner, Carly L., Stuart, Elizabeth A., Thomas, Laine

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Sensitivity analysis for principal ignorability violation in estimating complier and noncomplier average causal effects von Nguyen, Trang Quynh, Stuart, Elizabeth A., Scharfstein, Daniel O., Ogburn, Elizabeth L.

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Regularizing Extrapolation in Causal Inference von Arbour, David, Parikh, Harsh, Niknam, Bijan, Stuart, Elizabeth, Rudolph, Kara, Feller, Avi

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Self-separated and self-connected models for mediator and outcome missingness in mediation analysis von Nguyen, Trang Quynh, Nabi, Razieh, Yang, Fan, Ringlein, Grace V., Stuart, Elizabeth A.

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A Cautionary Tale on Integrating Studies with Disparate Outcome Measures for Causal Inference von Parikh, Harsh, Nguyen, Trang Quynh, Stuart, Elizabeth A., Rudolph, Kara E., Miles, Caleb H.

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Transporting results from a trial to an external target population when trial participation impacts adherence von Ross, Rachael K., Diaz, Ivan, Pitts, Amy J., Stuart, Elizabeth A., Rudolph, Kara E.

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Demystifying Proximal Causal Inference von Ringlein, Grace V., Nguyen, Trang Quynh, Zandi, Peter P., Stuart, Elizabeth A., Parikh, Harsh

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Statistical methods to estimate the impact of gun policy on gun violence von Ben-Michael, Eli, Doucette, Mitchell L., Feller, Avi, McCourt, Alexander D., Stuart, Elizabeth A.

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Precision Mental Health: Predicting Heterogeneous Treatment Effects for Depression through Data Integration von Brantner, Carly L., Nguyen, Trang Quynh, Parikh, Harsh, Zhao, Congwen, Hong, Hwanhee, Stuart, Elizabeth A.

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Practical challenges in mediation analysis: A guide for applied researchers von Schuler, Megan S., Coffman, Donna L., Stuart, Elizabeth A., Nguyen, Trang Q., Vegetabile, Brian, McCaffrey, Daniel F.

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Federated Learning with Incomplete Data: When to Use Complete Cases and When to Weight von Vazquez, Jesus E., Shen, Yicheng, Akulian, Jason, Hochberg, Chad, Iwashyna, Theodore J., Stuart, Elizabeth A., Tong, Jiayi

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An Application of the Causal Roadmap in Two Safety Monitoring Case Studies: Covariate-Adjustment and Outcome Prediction using Electronic Health Record Data von Williamson, Brian D, Wyss, Richard, Stuart, Elizabeth A, Dang, Lauren E, Mertens, Andrew N, Wilson, Andrew, Gruber, Susan

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Choosing an analytic approach: Key study design considerations in state policy evaluation von Stone, Elizabeth M., Schuler, Megan S., Stuart, Elizabeth A., Rubinstein, Max, Griswold, Max, Stein, Bradley D., Griffin, Beth Ann

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State policy heterogeneity analyses: considerations and proposals von Rubinstein, Max, Schuler, Megan S., Stuart, Elizabeth A., Stein, Bradley D., Griswold, Max, Stone, Elizabeth M., Griffin, Beth Ann

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