Academic Unit: Biostatistics | Search Results

1. Functional and Parametric Modeling Methods for PET Imaging Data

: Shieh, Denise
: 2023
: Theses
: BiometryParametric vibration--Mathematical modelsAxonsSerotonin

2. General Bayesian Calibration Framework for Model Contamination and Measurement Error

: Wang, Siquan
: 2023
: Theses
: BiometryBiostatisticsBayesian statistical decision theoryMathematical statisticsAsthma in childrenIndoor air pollution--Measurement

3. Phase II/III Transitional Seamless Trial Designs with Different Objectives and Endpoint Types

: Tumasian III, Robert A.
: 2023
: Theses
: BiometryDrugs--TestingClinical trials--Methodology

4. Automated machine learning to evaluate the information content of tropospheric trace gas columns for fine particle estimates over India: a modeling testbed

: Zheng, Zhonghua; Fiore, Arlene M.; Westervelt, Daniel M.; Milly, George P.; Goldsmith, Jeff; Karambelas, Alexandra N.; Curci, Gabriele; Randles, Cynthia A.; Paiva, Antonio R.; Wang, Chi; Wu, Qingyun; Dey, Sagnik
: 2022
: Data (Information)
: Atmospheric aerosolsAir--Pollution--Remote sensingAtmospheric chemistryTropospheric chemistryMachine learning

5. Functional Data Analysis and Machine Learning for High-Dimensional Structured Data

: Garcia de la Garza, Angel
: 2022
: Theses
: BiometryNeurosciencesPublic healthMachine learning--Industrial applicationsSuicide--Risk factors

6. Statistical analysis of large scale data with perturbation subsampling

: Yao, Yujing
: 2022
: Theses
: Biometry--Statistical methodsBiostatisticsBiobanksPhenotypeComputer storage devices--Mathematical models

7. Statistical Methods for Learning Patients Heterogeneity and Treatment Effects to Achieve Precision Medicine

: Xu, Tianchen
: 2022
: Theses
: BiometryBlood glucose--Physiological effectInsulin resistancePeriodontal diseaseMedical statistics

8. The Joint Modeling of Longitudinal Covariates and Censored Quantile Regression for Health Applications

: Hu, Bo
: 2022
: Theses
: BiometryBiostatisticsAnalysis of covariance--Mathematical modelsQuantile regressionCensored observations (Statistics)

9. Analysis Approaches for Wearable Device Data

: Hilden, Patrick
: 2021
: Theses
: BiometryWearable technologyCalorimeters

10. Bayesian Modeling in Personalized Medicine with Applications to N-of-1 Trials

: Liao, Ziwei
: 2021
: Theses
: BiometryBayesian statistical decision theory--Mathematical modelsPersonalized medicineTherapeutics--Mathematical modelsPlacebos (Medicine)--Testing

11. Dynamic graphical models and curve registration for high-dimensional time course data

: McDonnell, Erin I.
: 2021
: Theses
: BiometryHippocampus (Brain)Huntington's diseaseAlzheimer's diseaseLewy body dementiaBrain--ImagingCircadian rhythmsPhenotype

12. Regularized Greedy Gradient Q-Learning with Mobile Health Applications

: Lu, Xiaoqi
: 2021
: Theses
: BiometryMobile appsSmoking cessationSubstance abuse--PreventionReinforcement learningMental healthMedical technology

13. Statistical and Machine Learning Methods for Precision Medicine

: Chen, Yuan
: 2021
: Theses
: BiometryMachine learning--Statistical methodsMental illness--TreatmentDepression, Mental--TreatmentMedical care--Decision making

14. Statistical Methods for Modeling Progression and Learning Mechanisms of Neuropsychiatric Disorders

: Wang, Qinxia
: 2021
: Theses
: BiometryNeurosciencesNervous system--DiseasesStatisticsAlcoholismCOVID-19 (Disease)--EpidemiologyElectroencephalography

15. Topics in Bayesian Design and Analysis for Sampling

: Liu, Yutao
: 2021
: Theses
: BiometryBayesian statistical decision theory--Mathematical modelsEpidemiologySurveys

16. Clustering Algorithm for Zero-Inflated Data

: Thanataveerat, Anusorn
: 2020
: Theses
: Biometry--Statistical methodsCluster analysis--Data processingMedicine--ResearchBiology--Research

17. Creation of the Person-Centered Wellness Home in Older Adults

: Mielenz, Thelma J.; Tracy, Melissa S.; Jia, Haomiao; Durbin, Laura L.; Allegrante, John P.; Arniella, Guedy; Sorensen, Julie A.
: 2020
: Articles
: Patient-centered health careChronically illHealth promotionCommunity health services for older people

18. Impact of patient education videos on genetic counseling outcomes after exome sequencing

: Hernan, Rebecca Rose; Cho, Megan T.; Wilson, Ashley L.; Ahimaz, Priyanka Rebecca; Au, Catherine; Berger, Sara; Guzman, Edwin; Primiano, Michelle; Shaw, Jessica E.; Ross, Meredith; Tabanfar, Leyla; Chilton, Ilana Tamar; Griffin, Emily Leann; Ratner, Chana; Anyane-Yeboa, Kwame; Iglesias, Alejandro Daniel; Pisani, Laura; Roohi, Jasmin; Duong, Jimmy; Martinez, Josue Natanael; Appelbaum, Paul S.; Klitzman, Robert L.; Ottman, Ruth; Chung, Wendy K.; Wynn, Julia
: 2020
: Articles
: Genetic counselorsGenetic counselingPatient education--Audio-visual aidsPatient education--Evaluation

19. Optimal Treatment Regimes for Personalized Medicine and Mobile Health

: Oh, Eun Jeong
: 2020
: Theses
: BiometryPersonalized medicineTherapeutics

20. Statistical Issues in Platform Trials with a Shared Control Group

: Overbey, Jessica Ryan
: 2020
: Theses
: BiometryClinical trialsClinical trials--MethodologyMultiplicity (Mathematics)Error analysis (Mathematics)

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