Digital Commons Network^™

Enscat: Clustering Of Categorical Data Via Ensembling, Bertrand S. Clarke, Saeid Amiri, Jennifer L. Clarke

Department of Statistics: Faculty Publications

Background: Clustering is a widely used collection of unsupervised learning techniques for identifying natural classes within a data set. It is often used in bioinformatics to infer population substructure. Genomic data are often categorical and high dimensional, e.g., long sequences of nucleotides. This makes inference challenging: The distance metric is often not well-defined on categorical data; running time for computations using high dimensional data can be considerable; and the Curse of Dimensionality often impedes the interpretation of the results. Up to the present, however, the literature and software addressing clustering for categorical data has not yet led to a standard …

Genomic Bayesian Prediction Model For Count Data With Genotype X Environment Interaction, Abelardo Montesinos-López, Osval A. Montesinos-López, José Crossa, Juan Burgueño, Kent M. Eskridge, Esteban Falconi-Castillo, Xinyao He, Pawan Singh, Karen Cichy

Department of Statistics: Faculty Publications

Genomic tools allow the study of the whole genome, and facilitate the study of genotype-environment combinations and their relationship with phenotype. However, most genomic prediction models developed so far are appropriate for Gaussian phenotypes. For this reason, appropriate genomic prediction models are needed for count data, since the conventional regression models used on count data with a large sample size (n_T ) and a small number of parameters (p) cannot be used for genomic-enabled prediction where the number of parameters (p) is larger than the sample size (n_T ). Here, we propose a Bayesian mixed-negative binomial (BMNB) genomic …

A Genomic Bayesian Multi-Trait And Multi-Environment Model, Osval A. Montesinos-López, Abelardo Montesinos-López, José Crossa, Fernando Toledo, Oscar Pérez-Hernández, Kent M. Eskridge, Jessica Rutkoski

Department of Statistics: Faculty Publications

When information on multiple genotypes evaluated in multiple environments is recorded, a multi-environment single trait model for assessing genotype × environment interaction (G×E) is usually employed. Comprehensive models that simultaneously take into account the correlated traits and trait × genotype × environment interaction (T×G×E) are lacking. In this research, we propose a Bayesian model for analyzing multiple traits and multiple environments for whole-genome prediction (WGP) model. For this model, we used Half-𝑡 priors on each standard deviation term and uniform priors on each correlation of the covariance matrix. These priors were not informative and led to posterior inferences that were …

Minority Librarians In Higher Education: A Critical Race Theory Analysis, Kelli Johnson

Theses, Dissertations and Capstones

The library profession as a whole is predominantly white with a large discrepancy between the percentage of minorities in the United States in general and the percentage of professional librarians who are minorities. Despite past recruitment efforts, there remains a dearth of minority librarians in higher education and the reasons for this remain unclear. The purpose of this qualitative study was to investigate minority librarian experiences in higher education and their perceptions of supports and barriers encountered in becoming and being professional librarians. Five themes emerged from the data. The first theme pertained to the spirit of service and activism …

Age Of Kindergarten Entry And Rate Of Specific Learning Disabilities, Elizabeth A. Crum

Theses, Dissertations and Capstones

Kindergarten age eligibility requirements vary from state to state; however, school districts typically admit children into kindergarten in the fall following a student’s fifth birthday. Research on the outcomes of five-year-old children and children whose entry was delayed until age six is contradictory. The current study was conducted to add to the existing literature to assist families and policy makers with decision making regarding appropriate kindergarten entry age. The sample included 541 second through seventh grade students from a small rural school district. Actual and predicted counts of students who were later found eligible for specific learning disabilities were examined …

Improving Information Literacy Through Wikipedia Editing In The Chemistry Classroom: Lessons Learned, Ye Li, Charity Flener Lovitt, Anne J. Mcneil, Kristen S. Shuyler

Libraries

Assignments in which students edit Wikipedia may help students learn about the complexities of information creation and production, while engaging them in researching and writing about topics related to class content. This chapter presents two case studies that illustrate how Wikipedia-based activities can be designed to achieve both chemistry and information literacy learning outcomes. In both examples, faculty partnered with a librarian to implement the Wikipedia editing assignments. Through these experiences, those involved learned about Wikipedia and its community, and identified promising practices for project requirements based on formal and informal assessment and observations. Reflections are offered on the value …

Virginia Commonwealth University Fall Commencement Program [2016], Virginia Commonwealth University

VCU Commencement Programs

No abstract provided.

Analyzing The Relationship Of Voluntary Student Participation In Optional Exam Review Sessions With Academic Self-Efficacy And Academic Performance, Christine Stamm Griffin, Robert K. Gable

Higher Education

Much research has been conducted on the topic of self-efficacy and its relationship to student performance. In alignment with the theory of self-efficacy and research performed by Bandura (1993), Schunk (1989, 1991), Zimmerman (1985, 1990), Multon, Brown and Lent (1991); and others, the purpose of this action research study was to determine the relationship of student voluntary attendance at a minimum of one of two optional exam review sessions and whether or not it resulted in a feeling of increased confidence about their potential performance on the exam compared to those students who did not attend the review. Additionally, the …

Personality Traits In College Students And Caregiving For A Relative With A Chronic Health Condition, Michael A. Trujillo, Paul B. Perrin, Aaliah Elnasseh, Bradford S. Pierce, Melody Mickens

Psychology Publications

The purpose of this study was to investigate among college students the relationship between personality traits and willingness to care for a relative with a chronic health condition. 329 undergraduate students completed an online questionnaire. Hierarchical multiple regressions found that after controlling for demographics personality traits explained 10% of the variance in willingness to provide emotional care, 7% in instrumental care, and 7% in nursing care. Within these models, greater empathy was uniquely associated with willingness to provide emotional, instrumental, and nursing care for a family member in the future. Similarly, participants with high agreeableness were more willing to provide …

Substance Use And Depression Symptomatology: Measurement Invariance Of The Beck Depression Inventory (Bdi-Ii) Among Non-Users And Frequent-Users Of Alcohol, Nicotine And Cannabis, Ashlee A. Moore, Michael C. Neale, Judy L. Silberg, Brad Verhulst

Psychiatry Publications

Depression is a highly heterogeneous condition, and identifying how symptoms present in various groups may greatly increase our understanding of its etiology. Importantly, Major Depressive Disorder is strongly linked with Substance Use Disorders, which may ameliorate or exacerbate specific depression symptoms. It is therefore quite plausible that depression may present with different symptom profiles depending on an individual’s substance use status. Given these observations, it is important to examine the underlying construct of depression in groups of substance users compared to non-users. In this study we use a non-clinical sample to examine the measurement structure of the Beck Depression Inventory …

Pulse And Orbital Periods Of Asas182612, Ariel F. Lusty

All College Thesis Program, 2016-2019

Physicists S.V. Antipin, K.V. Sokolovsky, and T.I. Ignatieva began observations of the variable star ASAS182612 in 2005, and found it to be the first known eclipsing binary with a type II Cepheid component in our galaxy. A month after Antipin’s publication, the American Association of Variable Star Observers (AAVSO) sent out an alert to campaign for observations of ASAS182612. From July 2007 to November 2015, 147 nights of multi-filter photometric data have been collected for ASAS182162. The pulsation period found was 4.1591 ± 0.0001 days and the orbital period 51.352 ± 0.016 days.

Annual Report, 2015-2016, University Of Arkansas, Fayetteville. Libraries

University Libraries Annual Report

No abstract provided.

Essays On Networks Of Influence - Discovering Insight Through Social Network Analysis, Kevin D. Mentzer

2016

Social network analysis (SNA) is a set of methods used for the examination of the relations found in social structures. While SNA has been used to study business for over 100 years, with early work showing the structure of organizational charts, it has experienced resurgent interest recently with the advances in computing power that allow for much more complex examination of these networks.

This research demonstrates how the use of SNA yields novel insights in three different situations. In study 1 we apply SNA to take a fresh look at U.S. State gubernatorial power. We introduce and implement a weighted …

Characterization Of Completely K-Magic Regular Graphs, Arnold A. Eniego, Ian June L. Garces

Mathematics Faculty Publications

Let k ∈ N and c ∈ Zk. A graph G is said to be c-sum k-magic if there is a labeling ` : E(G) → Zk \ {0} such that P u∈N(v) `(uv) ≡ c (mod k) for every vertex v of G, where N(v) is the neighborhood of v in G. We say that G is completely k-magic whenever it is c-sum k-magic for every c ∈ Zk. In this paper, we characterize all completely k-magic regular graphs.

The Characterization Of Vectors In RN With The Haar Property, Terrence Kelleher

Undergraduate Review

Introduction:
As modern communication becomes more digital than ever, infrastructure tries to maintain an equal pace. Unfortunately, this is not always possible. Therefore, computer scientists and mathematicians alike have endeavored to invent ways to store, send and retrieve data, even if transmitted signals are severely damaged. One such way is by using what is called an error-correcting code, or an ECC. An ECC is a method of encoding information such that a signal that possesses a message can be significantly altered and still be decoded. There are many different types of ECCs. The type that is of interest in this …

A Dynamic System: Restraints, Violence, Compassion Satisfaction, And Supervision, Thomas Michael Workman

Electronic Theses and Dissertations

This study used a survey design to determine if supervision had a moderating effect between exposure to aggression and compassion satisfaction (CS) in a sample of workers in youth residential treatment settings (N=137). Regressions were used to determine if the items related to aggression or supervision maintained a relationship with CS. Out of the five types of aggression surveyed, only direct verbal aggression approached significance with having a negative impact on CS. All of the elements of supervision that were measured reached the level of significance with having a positive impact on CS. These items were checked for scale reliability, …

Agroforestry Horizons: Experiences And Reflections: Report-Out, Steve Rasmussen

United States Department of Agriculture, Forest Service / University of Nebraska-Lincoln: Faculty Publications

The USDA National Agroforestry Center (NAC) is charting a course for the next five years. As part of this process, NAC and the USDA Interagency Agroforestry Team hosted a meeting of leaders in the fields of agroforestry, agriculture, and forestry, from government, universities, and the private sector, to share experiences and insights on agroforestry opportunities and challenges. The meeting occurred on April 27th and 28th, 2016, in Washington, DC, and entailed presentations and discussions on current and potential roles of agroforestry in supporting water quality, soil health, economic diversification, food security, and pollinator/wildlife habitat. This report-out provides a summary of …

Integration Of Place-Based Education Into Science Classes From Prekindergarten Through Grade 5, Terri A. Wade-Lyles

Walden Faculty and Staff Publications

Abstract In a large urban district in Ohio, 29.2% of Grade 5, 28.7% of Grade 8, and 45.7% of Grade 10 students passed the state test in science. School district administrators formed a community partnership with local science institutions in order to provide students with hands-on place-based learning experiences intended to improve science academic achievement in PK-Grade 5. The purpose of this qualitative program evaluation was to determine the level of implementation of that place-based program by examining the efficacy of the teachers’ embedded professional development and their experiences with the training components. Bruner’s theory of cognitive development was used …

Supporting Women Entrepreneurs In Ireland, Thomas M. Cooney, David Halabisky, Sarah Kenny

Reports

Entrepreneurship development is an important requirement for achieving the goal of smart, sustainable and inclusive growth set out in the Europe 2020 strategy. It is also a means to respond to new economic challenges, to create jobs and to fight social and financial exclusion. The impact of the global financial and economic crisis calls for giving entrepreneurship and self-employment a stronger role in economic and social development policies. Inclusive entrepreneurship policies and programmes are particularly relevant for women who continue to face challenges in the labour market and are under-represented in entrepreneurship activities. However, the effectiveness of national, regional and …

Pattern Recognition In High-Dimensional Data, Matthew Dannenberg

HMC Senior Theses

Vast amounts of data are produced all the time. Yet this data does not easily equate to useful information: extracting information from large amounts of high dimensional data is nontrivial. People are simply drowning in data. A recent and growing source of high-dimensional data is hyperspectral imaging. Hyperspectral images allow for massive amounts of spectral information to be contained in a single image. In this thesis, a robust supervised machine learning algorithm is developed to efficiently perform binary object classification on hyperspectral image data by making use of the geometry of Grassmann manifolds. This algorithm can consistently distinguish between a …

Graph Cohomology, Matthew Lin

HMC Senior Theses

What is the cohomology of a graph? Cohomology is a topological invariant and encodes such information as genus and euler characteristic. Graphs are combinatorial objects which may not a priori admit a natural and isomorphism invariant cohomology ring. In this project, given any finite graph G, we constructively define a cohomology ring H*(G) of G. Our method uses graph associahedra and toric varieties. Given a graph, there is a canonically associated convex polytope, called the graph associahedron, constructed from G. In turn, a convex polytope uniquely determines a toric variety. We synthesize these results, and describe the …

Convexity Of Neural Codes, Robert Amzi Jeffs

HMC Senior Theses

An important task in neuroscience is stimulus reconstruction: given activity in the brain, what stimulus could have caused it? We build on previous literature which uses neural codes to approach this problem mathematically. A neural code is a collection of binary vectors that record concurrent firing of neurons in the brain. We consider neural codes arising from place cells, which are neurons that track an animal's position in space. We examine algebraic objects associated to neural codes, and completely characterize a certain class of maps between these objects. Furthermore, we show that such maps have natural geometric implications related to …

The Global Stability Of The Solution To The Morse Potential In A Catastrophic Regime, Weerapat Pittayakanchit

HMC Senior Theses

Swarms of animals exhibit aggregations whose behavior is a challenge for mathematicians to understand. We analyze this behavior numerically and analytically by using the pairwise interaction model known as the Morse potential. Our goal is to prove the global stability of the candidate local minimizer in 1D found in A Primer of Swarm Equilibria. Using the calculus of variations and eigenvalues analysis, we conclude that the candidate local minimizer is a global minimum with respect to all solution smaller than its support. In addition, we manage to extend the global stability condition to any solutions whose support has a single …

Mathematical Modeling Of Blood Coagulation, Joana L. Perdomo

HMC Senior Theses

Blood coagulation is a series of biochemical reactions that take place to form a blood clot. Abnormalities in coagulation, such as under-clotting or over- clotting, can lead to significant blood loss, cardiac arrest, damage to vital organs, or even death. Thus, understanding quantitatively how blood coagulation works is important in informing clinical decisions about treating deficiencies and disorders. Quantifying blood coagulation is possible through mathematical modeling. This review presents different mathematical models that have been developed in the past 30 years to describe the biochemistry, biophysics, and clinical applications of blood coagulation research. This review includes the strengths and limitations …

William Murphy, Professor Of Law And Chair, Commerce And Tecnology Law Graduate Program Travels To Ireland, William Murphy

Faculty Travel Reports

UNH Law has long been a recognized leader in the area of intellectual property law education so it is only natural that UNH should seek to forge and strengthen bonds with legal institutions and professionals in Ireland.

How Affordances And Constraints Of Physical And Virtual Manipulatives Support The Development Of Procedural Fluency And Algorithmic Thinking In Mathematics, Jennifer Such, Patricia S. Moyer-Packenham

Teacher Education and Leadership Faculty Publications

The purpose of this study was to examine how the affordances and constraints of physical and virtual manipulatives influence the development of students’ algorithmic thinking when learning algebra and rational number concepts. Thirty-six third-grade students participated in two weeks of instruction using physical and virtual manipulatives as instructional tools. The primary design of the study was a teaching experiment in which quantitative and qualitative data were collected to provide a holistic examination. Pre- and post-test items were used in the quantitative analysis following a within-subjects crossover repeated measures design. Students’ written work, a user survey, student interviews, field notes, and …

Structure Of Sheared And Rotating Turbulence: Multiscale Statistics Of Lagrangian And Eulerian Accelerations And Passive Scalar Dynamics, Frank G. Jacobitz, Kai Schneider, Wouter J. T. Bos, Marie Farge

School of Engineering: Faculty Scholarship

The acceleration statistics of sheared and rotating homogeneous turbulence are studied using direct numerical simulation results. The statistical properties of Lagrangian and Eulerian accelerations are considered together with the influence of the rotation to shear ratio, as well as the scale dependence of their statistics. The probability density functions (pdfs) of both Lagrangian and Eulerian accelerations show a strong and similar dependence on the rotation to shear ratio. The variance and flatness of both accelerations are analyzed and the extreme values of the Eulerian acceleration are observed to be above those of the Lagrangian acceleration. For strong rotation it is …

The Developmental Systems Approach And The Analysis Of Behavior, David S. Moore

Pitzer Faculty Publications and Research

The developmental systems approach is a perspective that has been adopted by increasing numbers of developmental scientists since it emerged in the twentieth century. The overview presented in this paper makes clear that proponents of this approach and proponents of modern behavior analysis should be natural allies. Despite some distinctions between the two schools of thought, the essential ideas associated with each are compatible with the other; in particular, scientists in both camps work to analyze the provenance of behavior and recognize the central role that contextual factors play in behavioral expression.

On The Similarity Of Ab And Ba For Normal And Other Matrices, Stephan Ramon Garcia, David Sherman, Gary Weiss

Pomona Faculty Publications and Research

It is known that AB and BA are similar when A and B are Hermitian matrices. In this note we answer a question of F. Zhang by demonstrating that similarity can fail if A is Hermitian and B is normal. Perhaps surprisingly, similarity does hold when A is positive semidefinite and B is normal.

Methods For Quantized Compressed Sensing, Hao-Jun Michael Shi, Mindy Case, Xiaoyi Gu, Shenyinying Tu, Deanna Needell

CMC Faculty Publications and Research

In this paper, we compare and catalog the performance of various greedy quantized compressed sensing algorithms that reconstruct sparse signals from quantized compressed measurements. We also introduce two new greedy approaches for reconstruction: Quantized Compressed Sampling Matching Pursuit (QCoSaMP) and Adaptive Outlier Pursuit for Quantized Iterative Hard Thresholding (AOP-QIHT). We compare the performance of greedy quantized compressed sensing algorithms for a given bit-depth, sparsity, and noise level.