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Author:

Teel, Elizabeth Fay

Title:

Differential Sensitivity of ImPACT and VR Testing Modalities in Assessment of Concussion: An EEG Study

Graduate Program:

Kinesiology

Keywords:

Concussion
EEG
ImPACT
VR
Sensitivity
Reproducibility

File:

Download MASTERS_THESIS_PSU_2013.pdf

Committee Members:

Semyon Slobounov, Thesis Advisor/Co-Advisor
William Ray, Thesis Advisor/Co-Advisor
Peter Andrew Arnett, Thesis Advisor/Co-Advisor
David E Conroy, Thesis Advisor/Co-Advisor

Author:

Philtron, Daisy Lahaina

Title:

Three novel procedures to control the false discovery rate

Graduate Program:

Statistics

Keywords:

Multiple testing
Reproducibility
Voronoi Diagram
Disjunction hypothesis

File:

Download Daisy_Philtron_-_Dissertation_Final_v2.pdf

Committee Members:

Debashis Ghosh, Dissertation Advisor/Co-Advisor
Qunhua Li, Committee Member
Murali Haran, Committee Member
Ross Cameron Hardison, Committee Member

Author:

Leonard, Lorne Neil

Title:

Hydroterre: Towards an Expert System for Scaling Hydrological Data and Models from Hill-slopes to Major-river Basins

Graduate Program:

Civil Engineering

Keywords:

Data Workflows
Model Workflows
Visual Analytic Workflows
Distributed Hydrological Model
Provenance
Reproducibility
PIHM

File:

Download Leonard_Lorne.pdf

Committee Members:

Christopher J Duffy, Dissertation Advisor/Co-Advisor
Christopher J Duffy, Committee Chair/Co-Chair
Xiaofeng Liu, Committee Member
Alfonso Ignacio Mejia, Committee Member
Alan Maceachren, Special Member
Kamesh Madduri, Special Member

Author:

Modukuri, Sai Ajay

Title:

Understanding and Predicting Retractions of Published Works

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Machine Learning
Reproducibility
Psychology

File:

Download Thesis_retraction_classifier-5.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C. Lee Giles, Thesis Advisor/Co-Advisor
Sarah Rajtmajer, Thesis Advisor/Co-Advisor
Jian Wu, Special Signatory
Rui Zhang, Committee Member

Author:

Cwiek, Andrew

Title:

Feeding the machine: Challenges to Reproducible Predictive Modeling in Resting-State Connectomics

Graduate Program:

Psychology (MS)

Keywords:

Neuroimaging
Machine Learning
Psychology
rsfMRI
Review
Reproducibility

File:

Download AndrewCwiek_Final_Corrections.pdf

Committee Members:

Frank Gerard Hillary, Thesis Advisor/Co-Advisor
Peter Andrew Arnett, Committee Member
Amy Marshall, Professor in Charge/Director of Graduate Studies
Bradley Paul Wyble, Committee Member

Author:

Nivargi, Rajal

Title:

An Assessment of Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Reproducibility
Replication
Social and Behavioral Sciences

File:

Download Thesis_RajalNivargi_Final.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Sarah Michele Rajtmajer, Committee Member
Jian Wu, Special Signatory
Rui Zhang, Committee Member

Author:

Das, Maitreya

Title:

Multi-modal assessment of impact of mutations on the genome

Graduate Program:

Molecular, Cellular, and Integrative Biosciences (PHD)

Keywords:

STARR-seq
Gene regulation
Enhancers
MPRA
Reproducibility
Neurodevelopmental Disorders
Non-coding elements

File:

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Committee Members:

Yingwei Mao, Outside Unit & Field Member
Bernhard Luscher, Major Field Member
Santhosh Girirajan, Chair & Dissertation Advisor
Joyce Jose, Major Field Member
Melissa Rolls, Program Head/Chair

Author:

Kou, Tianqi

Title:

Reconceptualizing Machine Learning Reproducibility

Graduate Program:

Informatics (MS)

Keywords:

Machine Learning
Reproducibility
Philosophy of Machine Learning

File:

Download final.pdf

Committee Members:

Fred Fonseca, Thesis Advisor/Co-Advisor
Priya Kumar, Committee Member
Jeffrey Bardzell, Program Head/Chair
Daniel Susser, Thesis Advisor/Co-Advisor

Author:

Singh, Roopali

Title:

Statistical Methods in Single Cell and Spatial Transcriptomics Data

Graduate Program:

Statistics (PHD)

Keywords:

Single cell
Spatial Transcriptomics
Missing Data
Reproducibility
Bayesian NMF
Variational Inference
EM Algorithm

File:

Download RoopaliSingh_Dissertation.pdf

Committee Members:

Dajiang Liu, Outside Unit & Field Member
Xiang Zhu, Major Field Member
Qunhua Li, Major Field Member & Dissertation Advisor
Ephraim Hanks, Chair of Committee
Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies