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Articles 12811 - 12840 of 12848
Full-Text Articles in Social and Behavioral Sciences
Cross-Cue Reactivity Of Nicotine And Cannabis Vaping Products, Madeline Smith
Cross-Cue Reactivity Of Nicotine And Cannabis Vaping Products, Madeline Smith
Graduate Theses, Dissertations, and Problem Reports (ETD)
SIGNIFICANCE. The rewarding properties of nicotine increase when administration is paired with external stimuli, or “cues”, including those related to vaping products. Given the visual similarity between nicotine vaping products (NVPs) and THC vaping products (TVPs), exposure to one product may elicit reactivity (e.g., craving, urge to use) to the other. The present study aimed to develop a set of cues capable of differentiating NVPs from TVPs to inform investigations of cross-cue reactivity. METHODS. Images (n=61 NVPs; n=64 TVPs; 7=unspecified) were obtained via an online search using both generic (“vape”, “vape pen”) and product-specific (e.g., “nicotine vape”, “dab pen”) keywords …
Exploring Youth Soccer Coach Recruitment Practices, Han-Earl Lim
Exploring Youth Soccer Coach Recruitment Practices, Han-Earl Lim
Graduate Theses, Dissertations, and Problem Reports (ETD)
This qualitative single-case study examined how a private-interest, nonprofit youth soccer club in the Midwestern United States recruits coaches, what coach qualities are prioritized in hiring, and how organizational and sociocultural conditions shape those practices. The study was guided by three research questions focused on (a) recruitment and early support processes, (b) hiring criteria and decision rationales, and (c) the organizational and sociocultural contexts influencing recruitment. Data were generated through five semi-structured interviews with four participants who were involved in recruitment practices (the Executive Director, the Assistant Director, and two full-time head coaches). Additional sources included an organizational mapping survey …
An Evidence-Based Practice Initiative To Promote Debriefing Within The Obstetrics Surgical Team, Rachel Lynn Runatz
An Evidence-Based Practice Initiative To Promote Debriefing Within The Obstetrics Surgical Team, Rachel Lynn Runatz
Graduate Theses, Dissertations, and Problem Reports (ETD)
Introduction: Operating room debriefing is an evidence-based strategy shown to improve communication, efficiency, patient safety, and safety culture; however, debriefing is inconsistently performed in obstetric operating rooms due to workflow, cultural, and time-related barriers.
Purpose: The purpose of this Doctor of Nursing Practice (DNP) project was to increase the frequency of debriefings in the Birthing Center operating rooms at WVU Medicine Children’s Hospital through implementation of a nurse-driven, evidence-based debriefing initiative.
Intervention: A nurse-driven debriefing protocol was implemented using the Iowa Implementation for Sustainability Framework. Interventions included staff education, accessible laminated debriefing documents, identification of nurse champions, leadership support, and …
Behavioral Adaptation To Systematically Changing Local Conditions Of Reinforcement, Kento Yasukawa
Behavioral Adaptation To Systematically Changing Local Conditions Of Reinforcement, Kento Yasukawa
Graduate Theses, Dissertations, and Problem Reports (ETD)
Adaptation is the continual process of behavioral change in response to changes in environmental contingencies. One example of adaptation is to track the temporal distribution of reinforcers. The present dissertation investigated how responding tracked cyclically changing reinforcement schedules (i.e., cyclic interval [CI]) and how such tracking was influenced by concurrently available alternative reinforcement schedules. Across two experiments, four pigeons responded under a CI 60-s schedule in which the interreinforcer intervals (IRIs) changed systematically according to a sinusoidal function. The primary dependent variable was postreinforcement pauses (PRPs), with local response rates (response rates per IRI) examined as a secondary measure of …
Do Transdiagnostic Factors Predict Emotion Recognition?, Grace L. Wheeler
Do Transdiagnostic Factors Predict Emotion Recognition?, Grace L. Wheeler
Graduate Theses, Dissertations, and Problem Reports (ETD)
While emotion recognition deficits have been found in several anxiety and related disorders (e.g., social anxiety, obsessive-compulsive), consistent results have not been established. To clarify the relationship between emotion recognition abilities and anxiety, the current study tested if transdiagnostic factors related to anxiety are predictors of emotion recognition abilities. Data was analyzed from participants (N = 188) recruited via CloudResearch; they completed measures of three transdiagnostic factors related to anxiety (e.g., anxiety sensitivity, intolerance of uncertainty, and rumination), followed by an emotion recognition task. Multiple regression analyses revealed higher levels of anxiety sensitivity predicted worse recognition for anger, disgust, …
Feasibility Of Parent-Child Interaction Therapy-Toddler In Community Clinics In The United States And Japan, Sharon T. Phillips
Feasibility Of Parent-Child Interaction Therapy-Toddler In Community Clinics In The United States And Japan, Sharon T. Phillips
Graduate Theses, Dissertations, and Problem Reports (ETD)
The toddler age (12-36 months) is characterized by a toddler’s increasing desire for autonomy, which can result in caregiver-child conflict and toddler externalizing problems (Kohlhoff & Morgan, 2014). Clinical levels of disruptive behavior in toddlerhood can be predictive of a host of negative outcomes, including problems with academic achievement and delinquency (Copeland et al., 2007; Milledge et al., 2019). High levels of toddler behavior problems also are associated with poor caregiver-child relationships and poor toddler emotion regulation skills (Beijers et al., 2013; Umemura et al., 2022). Thus, interventions targeting toddler behavior problems need to focus on strengthening the caregiver-child relationship …
Embodiment Among Collegiate Women Athletes: The Perceived Impact On Sport Performance, Commitment, And Enjoyment, Hannah Lynne Silva-Breen
Embodiment Among Collegiate Women Athletes: The Perceived Impact On Sport Performance, Commitment, And Enjoyment, Hannah Lynne Silva-Breen
Graduate Theses, Dissertations, and Problem Reports (ETD)
Collegiate women athletes report high rates of body dissatisfaction and wanting more support for improving their body image within their athletic departments. Guided by the Developmental Theory of Embodiment (DTE; Piran, 2017), the purpose of this study was to examine collegiate women athletes’ perceptions of the relationship between their embodiment and aspects of their sport experience. Participants were 311 women currently competing in 24 different sports within NCAA and NAIA athletics. Participants completed the Experience of Embodiment Scale, Subjective Performance Questionnaire, Sport Commitment Questionnaire-2, and open-ended response questions about the perceived relationship between these variables. A convergent parallel mixed methods …
Three Essays On Personnel And Labor Economics, Chengyuan Hua
Three Essays On Personnel And Labor Economics, Chengyuan Hua
Graduate Theses, Dissertations, and Problem Reports (ETD)
Labor market dynamics are not only relevant for worker welfare, but also matter for firm productivity. This dissertation investigates the dynamic interactions between firms and workers, with a particular focus on the determinants and effects of human resources management practices. Using professional sports labor markets as a natural laboratory, I examine three distinct but interconnected mechanisms: managers, hiring decisions, and contract setting.
The first chapter studies how managers matter for worker productivity by exploiting manager moves in Major League Baseball. I first show that manager effects are primarily match-specific using an AKM-type model. Then, staggered difference-in-differences results show positive effects …
Walking In The Footsteps Of My Ancestors: A Deep Map Of Cherokee Forced Removal, Deborah Lyn Kirk
Walking In The Footsteps Of My Ancestors: A Deep Map Of Cherokee Forced Removal, Deborah Lyn Kirk
Graduate Theses, Dissertations, and Problem Reports (ETD)
In this study of the place of Cherokee forced removal, I use a Third Space approach to blend Indigenous Methodologies, Deep Mapping, Geospatial mapping and analysis, and 3D Geography. Using a hybrid platform that provides a mélange of media types, storytelling forms, and interactive tools, I reimagine and retell the story of the Cherokee “Trail of Tears.”
In accordance with Cherokee philosophies of duyuktv, harmony, and “a good mind” I first sought out Cherokee sponsorship from community respected and culturally knowledgeable Cherokee citizens; partnered with the National Trail of Tears Association (NTOTA); submitted my research proposal to the Cherokee …
I Think, Therefore I Can: Self-Efficacy, Self-Regulation, And Sense Of Belonging In Introductory Physics, Danielle Christine Maldonado
I Think, Therefore I Can: Self-Efficacy, Self-Regulation, And Sense Of Belonging In Introductory Physics, Danielle Christine Maldonado
Graduate Theses, Dissertations, and Problem Reports (ETD)
Cognitive and affective beliefs in physics classrooms are important indicators of student success beyond traditional measurements of academic performance. This body of work explores major beliefs and processes, including self-efficacy, self-regulation, and sense of belonging, as they relate to academic achievement among introductory undergraduate physics students. First, this dissertation explores the development of physics self-efficacy and physics sense of belonging, two highly correlated variables. This work identifies unique sources of physics self-efficacy and sense of belonging development from current and prior academic experiences, personality factors, and demographic variables. Then, relationships between early- semester self-efficacy and sense of belonging, mid-semester …
The Tax Governance Triangle: An Attitudinal Theory Of State Capacity And Tax Compliance., Abdul Wahid Uqaily
The Tax Governance Triangle: An Attitudinal Theory Of State Capacity And Tax Compliance., Abdul Wahid Uqaily
Graduate Theses, Dissertations, and Problem Reports (ETD)
The Tax Governance Triangle: An Attitudinal Theory of State Capacity and Tax Compliance
Abdul Wahid Uqaily
Variation in states' extractive capacity is a central puzzle in comparative politics and political economy. Existing scholarship explains this variation largely through institutional quality, administrative capability, or coercive enforcement, with less attention to the attitudinal foundations that shape key actors' willingness to sustain an effective fiscal system. This dissertation addresses that gap by asking: how do the attitudes and behaviors of citizens, bureaucrats, and elites shape variation in a state's extractive capacity?
To answer this question, the dissertation develops the “Tax Governance Triangle” and …
Personal Narratives Of Young Adults With Epilepsy: Exploring The Transition To Adulthood Amidst Stigma And Disclosure Fears, Kirby-Estar Gilene Laguerre
Personal Narratives Of Young Adults With Epilepsy: Exploring The Transition To Adulthood Amidst Stigma And Disclosure Fears, Kirby-Estar Gilene Laguerre
Graduate Theses, Dissertations, and Problem Reports (ETD)
Navigating the transition to adulthood presents unique challenges for young adults with epilepsy, particularly concerning stigma and the fear of disease disclosure. While significant social difficulties, such as increased unemployment rates and decreased relationship satisfaction, are prevalent among individuals with epilepsy, current transition programs often fail to address these psychological and social aspects that are vital for an independent adult life. Instead, the majority of the attention for young adults transitioning into adulthood is focused on the shift to adult-oriented healthcare systems. Consequently, there is a critical need for research that goes beyond a healthcare focus and explores the social …
Constructing The 'Other': A Cda Of Social Actor Representation And Agency Attribution In The New York Times Reporting On Palestine And Israel (2023–2025), Faithlyn H. Graham
Constructing The 'Other': A Cda Of Social Actor Representation And Agency Attribution In The New York Times Reporting On Palestine And Israel (2023–2025), Faithlyn H. Graham
Graduate Theses, Dissertations, and Problem Reports (ETD)
Media organizations play a central role in shaping public understanding of international conflict. Following the publication of a leaked internal editorial memorandum from The New York Times in 2024 advising reporters to avoid terms such as "genocide," "ethnic cleansing," and "occupied territory," questions emerged regarding institutional influence and ideological framing in coverage of the Palestinian and Israeli conflict. This study examined how The New York Times discursively constructed the conflict between October 7, 2023, and October 10, 2025, using Critical Discourse Analysis (CDA) informed by KhosraviNik's (2010) three-level analytical framework. A purposive sample of 119 hard-news articles was analyzed using …
Cultural Perceptions And Willingness Or Reluctance To Use Ai Chatbots For Emotional Support By International African Students In Higher Educational Institutions In The United States, Zakariah Issah
Graduate Theses, Dissertations, and Problem Reports (ETD)
The increasing use of artificial intelligence (AI) chatbots for emotional support underscores the need to understand how cultural perceptions shape their adoption among international African students in higher education institutions in the United States. Guided by the Technology Acceptance Model (TAM) and Social Stigma Theory, this qualitative study explored the perceptions, motivations, and barriers influencing the use of AI chatbots for emotional support. Semi-structured interviews were conducted with 20 undergraduate and graduate students from 10 African countries. The findings reveal that participants viewed AI chatbots as conditional and situational sources of emotional support rather than replacements for human relationships. Convenience, …
Influences Of Response Rate And Distribution On Accuracy Estimates: The Value Of Replications Based On Analytic Approach, Olivia Brianne Harvey
Influences Of Response Rate And Distribution On Accuracy Estimates: The Value Of Replications Based On Analytic Approach, Olivia Brianne Harvey
Graduate Theses, Dissertations, and Problem Reports (ETD)
Accurate observational data are essential for drawing correct conclusions about behavioral phenomena and ensuring the replicability of research findings. Accuracy is the extent to which an observer’s recorded responses correspond with true values (i.e., the actual occurrence of behavioral events). Correspondence is quantified using one of several percentage-based algorithms. However, these accuracy estimates may be influenced by characteristics of the data, such as response rate and response distribution, as well as the algorithm used to calculate them. The purpose of this dissertation was to evaluate how response rate, response distribution, and the algorithm used to evaluate accuracy influences estimates. Across …
Racial Resentment, Immigration Attitudes, And The Politics Of State Immigrant Policy Adoption In The United States, Cindy Osei Agyemang
Racial Resentment, Immigration Attitudes, And The Politics Of State Immigrant Policy Adoption In The United States, Cindy Osei Agyemang
Graduate Theses, Dissertations, and Problem Reports (ETD)
Immigration remains one of the most contested public policy issues in the United States, and racial attitudes have become increasingly important in shaping public opinion and political debate. While prior research has shown a strong relationship between racial resentment and restrictive immigration attitudes, less is known about whether these attitudes extend to legislative discourse and the adoption of immigrant-inclusive state policies. This dissertation addresses that gap by examining the relationship between racial resentment and immigration politics across three levels of analysis: public opinion, legislative discourse, and state policy adoption. Using a mixed-methods research design, the study combines quantitative and qualitative …
"If I Knew Then What I Know Now": Analyzing Online Narratives Of Regretful Parents, Marina Binti Mohd Hamdan
"If I Knew Then What I Know Now": Analyzing Online Narratives Of Regretful Parents, Marina Binti Mohd Hamdan
Graduate Theses, Dissertations, and Problem Reports (ETD)
This exploratory study seeks to understand the extent to which parenthood affects individual self-actualization by identifying the trade-offs, compromises, and sacrifices that parents make within the context of family life. Using a thematic analysis of 221 archived posts from the Reddit community r/regretfulparents, this study examines how social pressures surrounding parenthood may be related to experiences of parental regret. Specifically, it identifies two domains: pressures to be parents, including social norms, familial coercion, and interpersonal conflict, and pressures of parenting, including issues of labor, number of children, and challenging children. Across these domains, this study explores how tensions between personal …
Effect Of Delay On Reinforcer Preference And Efficacy, Ciara Jasmine Rodriguez
Effect Of Delay On Reinforcer Preference And Efficacy, Ciara Jasmine Rodriguez
Graduate Theses, Dissertations, and Problem Reports (ETD)
Behavior intervention plans are used to increase desired behavior and decrease problem behavior, and these plans require the use of effective reinforcers. High-quality reinforcers that are delivered immediately tend to be the most effective, but optimal reinforcement parameters are not always feasible or appropriate in applied settings. Some reinforcers may be disruptive, teachers’ competing responsibilities may introduce delays to reinforcer delivery, and reinforcers may not be immediately accessible. Stimuli may lose their reinforcing value with delay to their receipt, and this is referred to as delay discounting. Thus, there is likely a point where a less preferred but immediately delivered …
Dispositional Mindfulness And Autonomic Reactivity, Thomas Dylan Boyer
Dispositional Mindfulness And Autonomic Reactivity, Thomas Dylan Boyer
Graduate Theses, Dissertations, and Problem Reports (ETD)
To explain how different facets of mindfulness were associated with task performance in distinctive ways, Lindsay and Creswell (2017) proposed the Monitor and Acceptance Theory (MAT). According to this model, the mindfulness facet of monitoring present state awareness was thought to influence task performance differently than the nonjudgmental acceptance facet of mindfulness, but no studies to date have examined this model with respect to an individual's physiological response to stressful tasks. Because dispositional mindfulness has been associated with both increased and decreased physiological and affective reactions to stress in previous studies, the present study tested whether the Monitoring facet of …
Psychometric Assessment Of The Ambivalent Ageism Scale: Investigating Measurement Invariance And Stability Across Groups And Time, Carly Pullen
Graduate Theses, Dissertations, and Problem Reports (ETD)
The goal of the current study was to examine the psychometric properties of the Ambivalent Ageism Scale (Cary et al., 2017) and to provide an understanding of how ageist attitudes might change or remain the same in response to a cultural and societal event. Measurement invariance is the assessment of the psychometric equivalence of a construct (e.g., ageism) across groups or waves of measurement (Putnick & Bornstein, 2016). The first step in measurement invariance analyses is configural measurement invariance, which is the evaluation of the factor structure, with the goal of producing the same number of factors and the same …
Bringing Patriarchy To Looksmaxxing: Identification And Exploration Of Strategies To Restabilize The Patriarchy In The Looksmaxxing Community, Mackenzie Grace Freeman
Bringing Patriarchy To Looksmaxxing: Identification And Exploration Of Strategies To Restabilize The Patriarchy In The Looksmaxxing Community, Mackenzie Grace Freeman
Graduate Theses, Dissertations, and Problem Reports (ETD)
Research literature on looksmaxxing is subsumed under the incelosphere, which is acknowledged as a white and male supremacist space. Yet, researchers fail to attend critically to the structure of patriarchy, choosing instead to base their analyses within the mainstream hegemonic masculinity paradigm. Using a Bourdieusian framework, this project fills a gap in the literature by transcending the mainstream paradigm to explain how the looksmaxxing community uses the body as a site of crisis management in response to patriarchal backlash, with the ultimate goal of restabilizing the patriarchy. This project uses a community-led survey from a popular online looksmaxxing community. This …
The Bleeding Edge Of Misogyny: How Gender-Based Harassment And Infrastructural Neglect Shape Menstrual Distress, Mackenzie J. Miller
The Bleeding Edge Of Misogyny: How Gender-Based Harassment And Infrastructural Neglect Shape Menstrual Distress, Mackenzie J. Miller
Graduate Theses, Dissertations, and Problem Reports (ETD)
Despite growing attention to menstrual health, organizational research has largely overlooked how workplace conditions shape menstrual experiences. Dominant perspectives frame menstruation as an individual issue that negatively affects work, neglecting how features of the work environment – such as gender-based harassment and access to menstrual-related infrastructure – contribute to menstrual distress. Addressing this gap, this dissertation adopts a bidirectional perspective, examining how social and material workplace conditions shape menstrual distress, defined as the extent to which menstrual symptoms interfere with daily functioning. Drawing on the transactional model of stress and objectification theory, I hypothesized that gender-based harassment would predict menstrual …
Early Life Adversity And Reward Reactivity In Humans, Maria C. Potts
Early Life Adversity And Reward Reactivity In Humans, Maria C. Potts
Graduate Theses, Dissertations, and Problem Reports (ETD)
Both animal and human research has identified early life adversity (ELA) as a prominent risk factor for substance use disorder (SUD). However, the underlying mechanisms linking ELA to SUD development remain unclear. Animal studies point to differences in reward responsiveness as the primary explanation; specifically, that ELA could lead to individual differences in the attribution of incentive salience to reward-predictive cues, or the “sign-tracking” behavioral phenotype. Sign-tracking has been linked to addiction-related behaviors in both animal and human studies, but no human studies have examined whether sign-tracking could partially explain the link between ELA and SUD. In fact, human studies …
The Dual-Factor Model (Dfm) Of Mental Among Appalachian Youth, Mawyah Adel Bashatah
The Dual-Factor Model (Dfm) Of Mental Among Appalachian Youth, Mawyah Adel Bashatah
Graduate Theses, Dissertations, and Problem Reports (ETD)
Background. Adolescent mental health is a critical public health concern, particularly in rural Appalachian communities where rates of depression, anxiety, and substance use exceed national averages and access to mental health resources remain severely limited. Traditional mental health frameworks rely predominantly on the identification and reduction of psychopathological symptoms, neglecting the independent contributions of positive well-being to adolescent risk and resilience. The Dual-Factor Model (DFM) of mental health offers a more comprehensive alternative by simultaneously assessing subjective well-being (SWB) and psychopathology, classifying individuals into four distinct groups: Complete mental health, Vulnerable, Symptomatic but content, and Troubled. Despite the DFM’s growing …
“Black Students Matter”: A Phenomenological Study Of Black Student Experiences At A Predominately White Institution In Appalachia During The Dual Pandemic Of Covid-19 And Systemic Anti-Black Racism, Toni Owens
Graduate Theses, Dissertations, and Problem Reports (ETD)
As the spread of COVID-19 escalated into a global pandemic in 2020, simultaneously, the nationwide media in the United States (U.S.) highlighted coverage of the country’s ongoing incidents of longstanding systemic anti-Black racism in America, another pandemic. In the Summer of 2020, a collective of Black students at West Virginia University (WVU) signed and publicly submitted a petition to the university’s leadership with a list of demands to address their needs as they were further exacerbated by the dual pandemic. This study is guided by the question, “What are the lived experiences of Black Students at West Virginia University during …
Understanding Housing Market Adjustment: Evidence From Population Shocks, Regulation, And Monetary Policy, Michael Tyler Duncan
Understanding Housing Market Adjustment: Evidence From Population Shocks, Regulation, And Monetary Policy, Michael Tyler Duncan
Graduate Theses, Dissertations, and Problem Reports (ETD)
This dissertation studies how housing markets adjust to demographic shocks, local regulation, and macroeconomic policy through three related essays. Chapter 1 develops a dynamic stochastic general equilibrium (DSGE) model and panel VECM evidence to study how population volatility affects housing prices, rents, and construction. It finds that population shocks generate strong price responses across housing markets and more pronounced effects in tight housing markets and declining regions. Chapter 2 examines local rental registry policies using county-level difference-in-differences analysis and finds limited aggregate effects but meaningful heterogeneity across treatment intensity and market segments. Chapter 3 revisits the macro-housing VAR literature on …
Operationalizations Of Adverse Childhood Experiences And Health Prediction, Sarah Josephine Miller
Operationalizations Of Adverse Childhood Experiences And Health Prediction, Sarah Josephine Miller
Graduate Theses, Dissertations, and Problem Reports (ETD)
Exposure to adverse childhood experiences (ACEs) has been consistently linked to suboptimal health outcomes and behaviors across the lifespan. As such, there has been widespread adoption of measures like the 10-item cumulative ACEs count measure developed by Felitti and colleagues (1998) across research literature and clinical practice. However, this measure was not developed with consideration of optimal psychometric properties and thus consists of several limitations that inhibit understanding of the specific dimensions of adversity that influence health outcomes. This 3-study dissertation focused on different measurement and statistical techniques to better understand the associations between ACEs and health. In study 1, …
Taxpayers Willingness To Use Ai Conversational Tools, Nessrine Mesto-Assaad
Taxpayers Willingness To Use Ai Conversational Tools, Nessrine Mesto-Assaad
Graduate Theses, Dissertations, and Problem Reports (ETD)
With the rapid emergence of Artificial Intelligence Conversational Tools (AICTs), such as ChatGPT and Google Gemini, and their widespread use, the need to understand users’ acceptance of this emerging technology has increased. Prior research has investigated users’ acceptance of AICTs in hospitality, tourism, e-commerce, and retail industries. However, users’ acceptance of the use of AICTs for tax information remains relatively underexplored in the tax context. Therefore, this study investigates taxpayers’ willingness to accept and use AICTs for tax-related questions when e-filing their tax returns. Drawing on the Artificial Intelligence Device Use and Acceptance (AIDUA) model as a research framework, this …
Be A Man: Hypermasculinity And Hostile Attribution Bias As Predictors Of Violence, Kaley Nicole Potter
Be A Man: Hypermasculinity And Hostile Attribution Bias As Predictors Of Violence, Kaley Nicole Potter
Graduate Theses, Dissertations, and Problem Reports (ETD)
In recent years, violence has risen to record-high numbers in communities and correctional facilities, with men perpetrating the vast majority of violent crimes. Hypermasculine values (e.g., power, aggression, and domination) have been linked to aggressive and violent behavior. Hostile attribution bias, which leads individuals to attribute hostile intent to neutral or ambiguous stimuli, has also been linked to aggression.
The current study used structural equation modeling (SEM) to examine hypermasculinity and hostile attribution bias as predictors of proclivity for violence, comprised of aggression and historical violence. The model was iteratively modified to assess changes in model fit and constructs. Male …
Multiple Changepoint Detection For Non-Gaussian Time Series, Robert Lund, Thomas J. Fisher, Norou Diawara, Michael Wehner
Multiple Changepoint Detection For Non-Gaussian Time Series, Robert Lund, Thomas J. Fisher, Norou Diawara, Michael Wehner
Mathematics & Statistics Faculty Publications
This article combines methods from existing techniques to identify multiple changepoints in non‐Gaussian autocorrelated time series. A transformation is used to convert a Gaussian series into a non‐Gaussian series, enabling penalized likelihood methods to handle non‐Gaussian scenarios. When the marginal distribution of the data is continuous, the methods essentially reduce to the change of variables formula for probability densities. When the marginal distribution is count‐oriented, Hermite expansions and particle filtering techniques are used to quantify the scenario. Simulations demonstrating the efficacy of the methods are given and two data sets are analyzed: 1) the proportion of home runs hit by …