Cole Manschot

College of Sciences

Works (3)

Updated: May 24th, 2025 05:01

2025 article

Functional regression with intensively measured longitudinal outcomes: a new lens through data partitioning

Manschot, C., & Hector, E. C. (2025, May 6). Canadian Journal of Statistics.

By: C. Manschot n & E. Hector n 

author keywords: Divide and conquer; Generalized method of moments; Parallel computing; Penalized regression; Varying coefficient model
topics (OpenAlex): Statistical Methods and Inference; Statistical Methods and Bayesian Inference; Advanced Statistical Methods and Models
Source: Web Of Science
Added: May 19, 2025

2024 article

Assessing the utility of the PC‐PTSD‐5 as a screening tool among a cancer survivor sample

Smith, S. K., Manschot, C., Kuhn, E., Laber, E., Somers, T. J., Syrjala, K. L., & Applebaum, A. J. (2024, August 14). Cancer.

By: S. Smith *, C. Manschot n, E. Kuhn *, E. Laber *, T. Somers *, K. Syrjala *, A. Applebaum *

author keywords: cancer survivor; HCT; PCL-5; PC-PTSD-5; posttraumatic stress; PTSD; screening
MeSH headings : Humans; Cancer Survivors / psychology; Stress Disorders, Post-Traumatic / diagnosis; Stress Disorders, Post-Traumatic / psychology; Female; Male; Middle Aged; Adult; Aged; Hematopoietic Stem Cell Transplantation / adverse effects; Mass Screening / methods; Neoplasms / psychology; Checklist
topics (OpenAlex): Cancer survivorship and care; Posttraumatic Stress Disorder Research; Childhood Cancer Survivors' Quality of Life
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
3. Good Health and Well-being (Web of Science; OpenAlex)
5. Gender Equality (Web of Science)
Source: Web Of Science
Added: August 19, 2024

2023 article

Interim Monitoring of Sequential Multiple Assignment Randomized Trials Using Partial Information

Manschot, C., Laber, E., & Davidian, M. (2023, March 10). Biometrics, Vol. 3.

By: C. Manschot n, E. Laber* & M. Davidian n 

author keywords: augmented inverse probability weighting; clinical trials; double robustness; dynamic treatment regimes; early stopping; group sequential analysis
topics (OpenAlex): Statistical Methods in Clinical Trials; Advanced Causal Inference Techniques; Health Systems, Economic Evaluations, Quality of Life
TL;DR: An estimator for the mean outcome under a given regime that gains efficiency by using partial information from enrolled participants regardless of their progression through treatment stages is proposed. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
3. Good Health and Well-being (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: April 4, 2023

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