Digital Commons Network^™

2023-2024 Women's Basketball Statistics, Cedarville University

Women's Basketball Statistics

No abstract provided.

Setting The Record Straight: Why The Nba Needs To Officially Adopt Aba Statistics, Roy E. Brownell Ii

Arkansas Law Review

In the case of the legal settlement between the (merger of the NBA and ABA, one of those legacies is that the NBA chooses not to officially recognize the ABA’s statistics. By arguing in favor of the NBA officially adopting ABA statistics, this Article addresses a question that lies at the intersection of law, race, sports, history, and corporate policy. Part II discusses the 1976 legal settlement between the two leagues. Part III, in turn, analyzes concerns over morality and why they weigh heavily in support of the NBA acknowledging ABA records. Part IV offers an evaluation of historical factors …

Identifying Rural Health Clinics Within The Transformed Medicaid Statistical Information System (T-Msis) Analytic Files, Katherine Ahrens Mph, Phd, Zachariah Croll, Yvonne Jonk Phd, John Gale Ms, Heidi O'Connor Ms

Rural Health Clinics

Researchers at the Maine Rural Health Research Center describe a methodology for identifying Rural Health Clinic encounters within the Medicaid claims data using Transformed Medicaid Statistical Information System (T-MSIS) Analytic Files.

Background: There is limited information on the extent to which Rural Health Clinics (RHC) provide pediatric and pregnancy-related services to individuals enrolled in state Medicaid/CHIP programs. In part this is because methods to identify RHC encounters within Medicaid claims data are outdated.

Methods: We used a 100% sample of the 2018 Medicaid Demographic and Eligibility and Other Services Transformed Medicaid Statistical Information System (T-MSIS) Analytic Files for 20 states …

The Employment Situation Of Veterans: January 2024, Institute For Veterans And Military Families At Syracuse University

Institute for Veterans and Military Families

Veteran employment trends and statistics among various demographics during January 2024.

Hockey Card Statistics Are Stagnant And Stale, Egan J. Chernoff

Journal of Humanistic Mathematics

The purchase of a coffee at a Canadian institution, Tim Hortons, turned into an informal investigation into hockey card statistics. Turns out, hockey card statistics are stagnant and stale. This was disappointing to see because the game of hockey has changed, the statistics used to keep track of the game have changed. Even the cards have changed. Well, not the back of the cards, which do not well enough paint a statistical picture of the hockey player photographed on the front of the card.

The Limits Of Data Science, David E. Drew

Journal of Humanistic Mathematics

Data science can contribute valuable predictions in diverse fields. But I write to express some concerns and red flags. I suggest that data science is being oversold. This article contains three questions that I believe data science must address as this new discipline matures. Is data science significantly different from statistics? This is a question that has haunted the field since the term first was introduced. By creating algorithms based on current societal decision rules that may be biased, even bigoted, does data science lock in and exacerbate inequality? Scholars have identified a continuum from data to information to knowledge …

The Cruel And Unusual Punishment Of Prison Rape: Why The Prison Rape Elimination Act Failed And How To Fix It, Savannah G. Plaisted

University of Massachusetts Law Review

Recent studies show the rate of sexual abuse endured in prisons has been steadily increasing. To remedy this issue, the Prison Rape Elimination Act was passed in 2003, however it has had no legitimate impact on the rate of sexual abuse in prisons due to the absence of mandatory rules upon prisons and a private right of action. This note will argue that prison rape is an Eighth Amendment violation but is not punished as one and that the Prison Rape Elimination Act failed to provide Survivors of prison sexual abuse with any legitimate recourse against violators of the law. …

Sw 317 Class Handout, Ashley Rosener

Handouts

This handout highlights resources to find statistical information for class assignments.

The Employment Situation Of Veterans: December 2023, Institute For Veterans And Military Families At Syracuse University

Institute for Veterans and Military Families

Veteran employment trends and statistics among various demographics during December 2023.

Digitalcommons@Cedarville Statistical Report For December 2023, Cedarville University

DigitalCommons@Cedarville Monthly Reports

No abstract provided.

Interpretable Word-Level Sentiment Analysis With Attention-Based Multiple Instance Classification Models, Chenyu Yang

Statistical Science Theses and Dissertations

In this study, our main objective is to tackle the black-box nature of popular machine learning models in sentiment analysis and enhance model interpretability. We aim to gain more insight into the decision-making process of sentiment analysis models, which is often obscure in those complex models. To achieve this goal, we introduce two word-level sentiment analysis models.

The first model is called the attention-based multiple instance classification (AMIC) model. It combines the transparent model structure of multiple instance classification and the self-attention mechanism in deep learning to incorporate the contextual information from documents. As demonstrated by a wine review dataset …

Differentiation Of Human, Dog, And Cat Hair Fibers Using Dart Tofms And Machine Learning, Laura Ahumada, Erin R. Mcclure-Price, Chad Kwong, Edgard O. Espinoza, John Santerre

SMU Data Science Review

Hair is found in over 90% of crime scenes and has long been analyzed as trace evidence. However, recent reviews of traditional hair fiber analysis techniques, primarily morphological examination, have cast doubt on its reliability. To address these concerns, this study employed machine learning algorithms, specifically Linear Discriminant Analysis (LDA) and Random Forest, on Direct Analysis in Real Time time-of-flight mass spectra collected from human, cat, and dog hair samples. The objective was to develop a chemistry- and statistics-based classification method for unbiased taxonomic identification of hair. The results of the study showed that LDA and Random Forest were highly …

A Prompt Engineering Approach To Creating Automated Commentary For Microsoft Self-Help Documentation Metric Reports Using Chatgpt, Ryan Herrin, Luke Stodgel, Brian Raffety

SMU Data Science Review

Microsoft collects an immense amount of data from the users of their product-self-help documentation. Employees use this data to identify these self-help articles' performance trends and measure their impact on business Key Performance Indicators (KPIs). Microsoft uses various tools like Power BI and Python to analyze this data. The problem is that their analysis and findings are summarized manually. Therefore, this research will improve upon their current analysis methods by applying the latest prompt engineering practices and the power of ChatGPT's large language models (LLMs). Using VBA code, Microsoft Excel, and the ChatGPT API as an Excel add-in, this research …

Gastropod Evolutionary Phylogeny, Priscilla Doran, Neal A. Doran

Proceedings of the International Conference on Creationism

This research seeks to investigate a correlation between the first appearance order date (FAD) and predicted evolutionary phylogeny of gastropods. Using a Spearman Correlation, 17 data sets of gastropods were analyzed, with a no significant correlation found between the first appearance date and predicted evolutionary date for the fossils.

Illinois Masonic Hospital Pamphlet, 1951, Advocate Aurora Health

Historical Documents - Combined

Illinois Masonic Hospital, Chicago, IL: Promotional brochure detailing the hospital's charitable missions and seeking donations and endowments.

Illinois Masonic Hospital Pamphlet, 1955, Advocate Aurora Health

Historical Documents - Combined

Illinois Masonic Hospital, Chicago, IL: Promotional brochure containing statistics for the year 1955 and information about the departments and mission of the hospital. Included is a current Board of Trustees and directory of administrative staff.

Digitalcommons@Cedarville Statistical Report For November 2023, Cedarville University

DigitalCommons@Cedarville Monthly Reports

No abstract provided.

Usage Statistics: Project Counter R5 Tr_J1 Report Fy2023 - Journal Requests (Excluding Oa_Gold) By Platform, Andrée J. Rathemacher

Technical Services Reports and Statistics

Project COUNTER R5 Report TR_J1 for the University of Rhode Island for the period from July 1, 2022 - June 30, 2023. The TR_J1 report is defined as "Journal Requests (Excluding OA_Gold)." This report presents an annual total only and only includes those platforms successfully configured for automated harvesting via SUSHI.

File for download is Excel spreadsheet generated by Alma Analytics.

Results:

Total Item Requests - 836,365

Unique Item Requests - 625,288

Usage Statistics: Project Counter R5 Dr_D1 Report Fy2023 - Database Search And Item Usage, Andrée J. Rathemacher

Technical Services Reports and Statistics

Project COUNTER R5 Report DR_D1 for the University of Rhode Island for the period from July 1, 2022 - June 30, 2023. The DR_D1 report is defined as "Database Search and Item Usage." This report presents an annual total only and only includes those platforms successfully configured for automated harvesting via SUSHI.

File for download is Excel spreadsheet generated by Alma Analytics.

Results:

Searches Automated - 101,532

Searches Federated - 10,516

Searches Regular - 1,059,387

Total Item Investigations - 519,728

Total Item Requests - 219,645

Usage Statistics: Project Counter R5 Ir_M1 Report Fy2023 - Multimedia Item Requests, Andrée J. Rathemacher

Technical Services Reports and Statistics

Project COUNTER R5 Report IR_M1 for the University of Rhode Island for the period from July 1, 2022 - June 30, 2023. The IR_M1 report is defined as "Multimedia Item Requests." This report presents an annual total only and only includes those platforms successfully configured for automated harvesting via SUSHI.

File for download is Excel spreadsheet generated by Alma Analytics.

Results:

Total Item Requests - 4,864

Usage Statistics: Project Counter R5 Pr_P1 Report Fy2023 - Platform Usage, Andrée J. Rathemacher

Technical Services Reports and Statistics

Project COUNTER R5 Report PR_P1 for the University of Rhode Island for the period from July 1, 2022 - June 30, 2023. The PR_P1 report is defined as "Platform Usage." This report presents an annual total only and only includes those platforms successfully configured for automated harvesting via SUSHI.

File for download is Excel spreadsheet generated by Alma Analytics.

Results:

Searches Platform - 308,061

Total Item Requests - 1,150,640

Unique Item Requests - 851,822

Unique Title Requests - 47,736

Usage Statistics: Project Counter R5 Tr_B1 Report Fy2023 - Book Requests (Excluding Oa_Gold) By Title, Andrée J. Rathemacher

Technical Services Reports and Statistics

Project COUNTER R5 Report TR_B1 for the University of Rhode Island for the period from July 1, 2022 - June 30, 2023. The TR_B1 report is defined as "Book Requests (Excluding OA_Gold)." This report presents an annual total only and only includes those platforms successfully configured for automated harvesting via SUSHI.

File for download is Excel spreadsheet generated by Alma Analytics.

Results:

Total Item Requests - 118,197

Unique Title Requests - 46,803

Usage Statistics: Project Counter R5 Tr_B1 Report Fy2023 - Book Requests (Excluding Oa_Gold) By Platform, Andrée J. Rathemacher

Technical Services Reports and Statistics

Project COUNTER R5 Report TR_B1 for the University of Rhode Island for the period from July 1, 2021 - June 30, 2022. The TR_B1 report is defined as "Book Requests (Excluding OA_Gold)." This report presents an annual total only and only includes those platforms successfully configured for automated harvesting via SUSHI.

File for download is Excel spreadsheet generated by Alma Analytics.

Results:

Total Item Requests - 118,197

Unique Title Requests - 46,803

Usage Statistics: Project Counter R5 Tr_J1 Report Fy2023 - Journal Requests (Excluding Oa_Gold) By Title, Andrée J. Rathemacher

Technical Services Reports and Statistics

Project COUNTER R5 Report TR_J1 for the University of Rhode Island for the period from July 1, 2022 - June 30, 2023. The TR_J1 report is defined as "Journal Requests (Excluding OA_Gold)." This report presents an annual total only and only includes those platforms successfully configured for automated harvesting via SUSHI.

File for download is Excel spreadsheet generated by Alma Analytics.

Results:

Total Item Requests - 836,365

Unique Item Requests - 625,288

A Statistical Approach To Designing And Conducting Studies In Translation Studies (Ts), Alalddin T. Al-Tarawneh

Journal of Statistics Applications & Probability

Within Translation Studies (TS), the prevalent research method is qualitative. However, investigating the translation process and outcome has seen an increase in the importance of quantitative methods. This poses a challenge as many TS scholars lack familiarity with these techniques. This article suggests a solution by outlining an effective approach to quantitative research and emphasizing key aspects of such research to address this issue. The critical component of quantitative studies is explicit research designs, which can be created through several steps to ensure thorough and accurate results. Consideration must be given to defining the sample and population under study, as …

Translation Speed Influence On Tropical Cyclone Storm Tide And Surge Generation Along The Gulf Of Mexico Coast, Samantha L. Camarda

LSU Master's Theses

This research examines tropical cyclone translation speed as a factor in storm tide and surge height upon landfall on the United States Gulf Coast. Understanding the effect of translation speed on peak storm tide/surge height is needed to better prepare for and predict future damage from tropical cyclone events. Tropical cyclone data are taken from hourly interpolated best-track HURDAT2 data from 1970–2021. This study uses the HURDAT2 hourly interpolated observation data points (24-hours) pre-landfall to landfall. Translation speed is calculated based on the distance traversed between hourly points. Peak storm tide and storm surge data are taken from SURGEDAT from …

Employment Situation Of Veterans: October 2023, Institute For Veterans And Military Families At Syracuse University

Institute for Veterans and Military Families

Veteran employment trends and statistics among various demographics during October 2023.

Digitalcommons@Cedarville Statistical Report For October 2023, Cedarville University

DigitalCommons@Cedarville Monthly Reports

No abstract provided.

The Violation Of Transgender Prisoners: The Violent Impact Of Gender Discrimination Experienced By Incarcerated Trans People In The United States Of America, Brooklyn Jennings Mx.

Access*: Interdisciplinary Journal of Student Research and Scholarship

U.S prison reform policies such as the Prison Rape Elimination Act pacify the government and the public into believing that prisons are a less harmful place for vulnerable inmates. However, thousands of transgender inmates in the United States experience extraordinary rates of violence and discrimination for their gender identity. There are difficulties in determining exact statistics of gender-based incidents of assault due to dueling structures of legal power and questionable support from prison authorities. However, from available information, trans inmates report dehumanizing prison environments that severely impact their wellbeing. This literature draws upon the current status of incarcerated trans inmates’ …

Bayesian Statistical Modeling Of Spatially Resolved Transcriptomics Data, Xi Jiang

Statistical Science Theses and Dissertations

Spatially resolved transcriptomics (SRT) quantifies expression levels at different spatial locations, providing a new and powerful tool to investigate novel biological insights. As experimental technologies enhance both in capacity and efficiency, there arises a growing demand for the development of analytical methodologies.

One question in SRT data analysis is to identify genes whose expressions exhibit spatially correlated patterns, called spatially variable (SV) genes. Most current methods to identify SV genes are built upon the geostatistical model with Gaussian process, which could limit the models' ability to identify complex spatial patterns. In order to overcome this challenge and capture more types …