Digital Commons Network^™

Churn Prediction For Savings Bank Customers: A Machine Learning Approach, Prashant Verma

Journal of Statistics Applications & Probability

This paper explores churn prediction for savings account customer, based on various statistical & machine learning models and uses under-sampling, to improve the predictive power of these models, considering the imbalance characteristics of customer churn rate in the data. Model Accuracy, Area under the curve (AUC), Gini coefficient, and Receiver Operating Characteristics (ROC) curve have been utilized for model comparison. The results show that out of the various machine learning models, Random Forest which predicts the churn with 78% accuracy, is the most powerful model for the scenario. Customer vintage, customer’s age, average balance, occupation code, population type, average debit …

Statistical Analysis Of Fertility Control Measures In Diverse Group Of Females, Brijesh Pratap Singh, Sonam Maheshwari, Puneet Kumar Gupta

Journal of Statistics Applications & Probability

Fertility in India will continue to decline steadily to below-replacement levels towards the end of the century, and then recover early next century. Averages aggregated at the national level however, mask the considerable economic, cultural and spatial heterogeneity at the regional level, which in turn, have a profound influence on the level and pace of fertility decline. Conventional fertility theories highlight the influence of modernization, social and economic development and diffusion of changing ideas and individualistic values on the desired number of children. In this study estimation of fertility pattern is analyzed by two fertility control measure. First measure is …

Likelihood Of Surviving Children Using A Probability Model, Shubhagata Roy

Journal of Statistics Applications & Probability

Child birth is a natural phenomenon which is required to develop a society. Controlled population growth is a boon for any developing country and taking care of it is the prime responsibility of the concerned government. Unfortunately, in India, child mortality had been a real curse for decades and there were no concrete models which could estimate the number of surviving children in a given time period. In the recent times, lots of initiatives have been taken by the government and other agencies for controlling the fast growing population and at the same time to reduce child mortality. Few of …

The Echo: November 16, 2020, Taylor University

2020-2021 (Volume 108)

Silent Night game canceled — Nothing is absolute for next semester — IWU COVID update — Election called for Biden — Thailand, Taylor, taking the next step — ReNEWed Boutique and Thrift brings bigger mission — Every vote counts — Emphasizing value of the unborn — Yatooma’s Foundation for the Kids — Exercise and health — Emotional abuse exists in U.S. churches — Couple on-mission in the student center — Selma’s youngest foot soldier — Creating cool Christmas gifts Home for the hygge holidays — Mosaic Night aims to fuse many cultures — Students transform writing into visual artwork — …

Umsl Magazine - Fall 2020, University Of Missouri-St. Louis

UMSL Magazine and other UMSL Magazines

The University of Missouri–St. Louis publishes UMSL Magazine for alumni and friends. The magazine highlights excellence at the university. Circulation is 106,900, and the magazine is released twice a year. Contact the editors at [email protected].

Analytical Approach To Improve Safety Incident Management: A Case Study, Qing Yu

Morehead State Theses and Dissertations

A thesis presented to the faculty of the College of Business and Technology Morehead State University in partial fulfillment of the requirements for the degree of Master of Science by Qing Yu on November 16, 2020.

2020-11-16_Michigandaily_Covidmap, Michigan Department Of Health & Human Services

Daily Michigan COVID-19 Update

The "WHERE WE STAND WITH COVID-19" map was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily at 3p.m., Monday - Saturday.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled.

The image contained a map, indicating total cases by county, and also provides statistics on Total Confirmed Cases, Total COVID-19 Deaths, Daily Confirmed Cases, and Daily COVID-19 Deaths. There …

The Utah Statesman, November 16, 2020, Utah State University

The Utah Statesman

Weekly student newspaper of Utah State University in Logan

2020-11-16_Michiganoverview_Covidstats, Michigan Department Of Health & Human Services

Cumulative Michigan COVID-19 Data

The COVID Overview page was obtained from Michigan's main COVID-19 page: https:/www.michigan.gov/coronavirus/0,9753,7-406-98163-520743--,00.html.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled. It is updated Monday - Saturday.
This report is provisional and subject to change. City of Detroit and Wayne County are reported separately. MDHHS began tracking probable cases April 5, 2020. FCI indicates federal correctional institute. MDOC indicates Michigan Department of Corrections. Diagnostic tests, including nucleic acid amplification/real-time polymerase chain reaction (NAAT/RT-PCR) and rapid virus antigen detection point of …

2020-11-16_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily.

Syndromic Surveillance System data is obtained from approximately 183 facilities participating in syndromic surveillance (132 Emergency Departments (ED), 51 Urgent Cares) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, triage notes, and clinical impression) for fever or …

Rai Doc 19 2020.11.16 Appellee Brief For Rai At Nc Sc

Related Documents for Professor Thompson's book Corporate Valuation in M&A

No abstract provided.

Faculty Senate Executive Committee Agenda, November 16, 2020, Utah State University

Faculty Senate & Faculty Senate Executive Committee

• EPC Monthly Report
• Spring Calendar Update
• Course Fee Policy
• Dixie State Faculty Senate resolution to change university name
• Faculty Senate Meeting dates for Spring 2021
• Center for Student Analytics Student Insights Report
• USUSA Annual Report
• Faculty Forum Task Force
• Term Appointment Faculty Task Force
• Code 404.3.6 Changes/Final (first reading)

Rotunda - Vol 99. No. 07 - Nov 16, 2020, Longwood University

Rotunda

No abstract provided.

11.16.20., Lauren Beasley

ASWC Meeting Minutes

No abstract provided.

Achieving An Inclusive Nursing Culture: Developing A Model For Diversity And Inclusion Education, Amber K. Charleville

Theses and Graduate Projects

The creation of an inclusive environment is essential in health care. Therefore, this paper describes the development of an educational project to achieve a more inclusive nursing culture with registered nurse case managers at a large Midwest teaching hospital. This project sets forth the goal of establishing and discussing diversity and inclusion education by proposing a model with reflection, learning, and growth as self- sustaining practices in an ongoing cycle of praxis with Chinn and Kramer’s emancipatory knowing. Over the course of a year, monthly modules will be taught by a facilitator who will encourage discussion and reflection on various …

Arcadia Grantees Participated In The Virtual Session Of Wipo Sccr 40, Arcadia Grantees

Workshops, Meetings and Webinars

No abstract provided.

Hope, Acculturation, And English Language Proficiency In The Career Decision Self-Efficacy Of East Asian International Students, Yang Ai

Dissertations

The present study explored the predictive abilities of hope, acculturation to American culture, acculturation to the home culture, and English language proficiency to career decision self-efficacy for East Asian international students in the United States who are originally from China, South Korea, and Japan. A total of 167 international students from China, South Korea, or Japan participated in this study. This study used a correlational design to measure the relationship between four predictor variables, including hope, acculturation to American culture, acculturation to the home culture, and English language proficiency and an outcome variable, career decision self-efficacy, among East Asian international …

How One Department Invests In Emerging Leaders, Matt Windsor

Browse All News

No abstract provided.

Randomised Controlled Trial To Assess The Effectiveness Of Apnoeic Oxygenation In Adults Using Low-Flow Or High-Flow Nasal Cannula With Head Side Elevation Versus Usual Care To Prevent Desaturation During Endotracheal Intubation In The Emergency Department (Apoxed): Study Protocol, Shahan Waheed, Nazir Najeeb Kapadia, Muhammad Faisal Khan, Salima Mansoor Kerai, Ahmed Raheem, Rubaba Naeem

Department of Emergency Medicine

Introduction: Apnoeic oxygenation is a process of delivering continuous oxygen through nasal cannula during direct laryngoscopy. The oxygen that is delivered through these nasal cannulas is either low flow or high flow. Although the effectiveness of apnoeic oxygenation has been shown through systematic reviews and randomised controlled trials, a comparison of high-flow versus low-flow oxygen delivery has not been tested through a superiority study design. In this study we propose to assess the effectiveness of giving low-flow oxygen with head side elevation versus high-flow oxygen with head side elevation against the usual practice of care in which no oxygen is …

Ada News - 11/16/2020, American Dental Association, Publishing Division

ADA News

Established in 1970 as the official newspaper of the American Dental Association, the ADA News serves practicing dentists and others allied to the dental profession in the U.S. and internationally. It is the No. 1 source of news and information about the many benefits and services the ADA delivers to members daily as well as timely information on scientific, social, political and economic developments affecting dentistry and health care.

2020-November-16-Etsu Student Organizations Sponsoring Ppe Collection Drive, University Marketing And Communication, East Tennessee State University

ETSU News

JOHNSON CITY (Nov. 16, 2020)  – Several student organizations at East Tennessee State University are sponsoring a collection drive for personal protective equipment (PPE) and hygiene products now through Friday, Nov. 20.

Students are collecting hand sanitizer, masks, face shield, gloves, and other PPE/hygiene products in donation bins on campus. The bins are located on the first floor of Sherrod Library and the D.P. Culp Student Center in the Starbucks common area and near the elevators on the 2nd and 3rd floors. The donations will benefit Hermitage Health and Rehabilitation Center.

“We are hosting this event to try and give …

University Sponsors Virtual Blue Note 5k, Lindenwood University

Archived Lindenwood Press Releases

No abstract provided.

The Rider (2020-11-16), Jacqueline Peraza

The Rider Archives

Vol.6 No.13

Safety And Tolerability Of Srx246, A Vasopressin 1a Antagonist, In Irritable Huntington's Disease Patients-A Randomized Phase 2 Clinical Trial., Michael J Brownstein, Neal G Simon, Jeffrey D Long, Jon Yankey, Hilda T Maibach, Merit Cudkowicz, Christopher Coffey, Robin A Conwit, Codrin Lungu, Karen E Anderson, Steven M Hersch, Dixie J Ecklund, Eve M Damiano, Debra E Itzkowitz, Shifang Lu, Marianne K Chase, Jeremy M Shefner, Andrew Mcgarry, Brenda Thornell, Catherine Gladden, Michele Costigan, Padraig O'Suilleabhain, Frederick J Marshall, Amy M Chesire, Paul Deritis, Jamie L Adams, Peter Hedera, Kelly Lowen, H Diana Rosas, Amie L Hiller, Joseph Quinn, Kellie Keith, Andrew P Duker, Christina Gruenwald, Angela Molloy, Cara Jacob, Stewart Factor, Elaine Sperin, Danny Bega, Zsazsa R Brown, Lauren C Seeberger, Victor W Sung, Melanie Benge, Sandra K Kostyk, Allison M Daley, Susan Perlman, Valerie Suski, Patricia Conlon, Matthew J Barrett, Stephanie Lowenhaupt, Mark Quigg, Joel S Perlmutter, Brenton A Wright, Elaine Most, Guy J Schwartz, Jessica Lamb, Rosalind S Chuang, Carlos Singer, Karen Marder, Joyce A Moran, John R Singleton, Meghan Zorn, Paola V Wall, Richard M Dubinsky, Carolyn Gray, Carolyn Drazinic

Articles, Abstracts, and Reports

SRX246 is a vasopressin (AVP) 1a receptor antagonist that crosses the blood-brain barrier. It reduced impulsive aggression, fear, depression and anxiety in animal models, blocked the actions of intranasal AVP on aggression/fear circuits in an experimental medicine fMRI study and demonstrated excellent safety in Phase 1 multiple-ascending dose clinical trials. The present study was a 3-arm, multicenter, randomized, placebo-controlled, double-blind, 12-week, dose escalation study of SRX246 in early symptomatic Huntington's disease (HD) patients with irritability. Our goal was to determine whether SRX246 was safe and well tolerated in these HD patients given its potential use for the treatment of problematic …

Orda Weekly Update, 2020.11.16, Office Of Research And Development Administration

ORDA Weekly Update

No abstract provided.

Inside Ole Miss, November 16, 2020, University Of Mississippi. University Marketing And Communications

COVID-19 Emails

News You Can Use: 7 Tips for Gathering Safely during the Holidays; Dewey Knight Leaves Legacy of Putting

Inclusion For Speech-Language Pathology Minority Graduate Students, Teresa Michelle Roberts

Dissertations and Theses

Speech-language pathologists provide assessment and intervention for communication, cognition, and swallowing disorders for individuals across the lifespan in educational, medical, and private practice settings. The demographics of professionals in the field do not reflect those of the general public in regard to race and ethnicity, gender, socioeconomic status, LGBTQ+, and disability. Lack of representation of minorities limits research, policy, and services designed to serve diverse populations. Although initiatives have sought to address lack of diversity of speech-language pathologists, limited research on the graduate training experience for minority students is available. Since a master's degree is required to become a speech-language …

Home Resources Supporting Workplace Resources: An Investigation Of Moderated Intervention Effects From The Study For Employment Retention Of Veterans (Serve), Sarah Nielsen Haverly

Dissertations and Theses

Social support directly impacts psychological outcomes both within the home and work domains. Hammer and colleagues suggest that social support at work from supervisors is related to a number of positive workplace outcomes. Kossek et al. elaborated that social support from supervisors is additionally effective when it is tailored to the unique needs of workers (i.e., role demands). The Veteran Supportive Supervisor Training (VSST) educates supervisors how to better support former service-members employed within the civilian workplace. Additional sources of social support are also key to positive outcomes for workers. Research shows that support from a partner or spouse can …

Reorganizing Emergency Department Information Systems To Reduce Physician Cognitive Load, James C. Mcclay, Jeffery Nielson, Benjamin Slovis

Posters and Presentations: Emergency Medicine

No abstract provided.

Mmu: 11/16/20–11/22/20, Student Bar Association

Monday Morning Update

General Announcements and Reminders

• Crossings is Monday thru Friday 7:30-4:00. Daily Specials.
• Free Coffee from the SBA until noon
• CDO Announcements
• Hamburg Honors Scholars Video
• Note from Kresge Law Library
• Spring Semester Externships Information
• SBA Store
• Mass Schedule
• South Reading Room Study Snacks
• Advocating for Workplace Justice
• Free Coffee Fridays by the CDO
• Mindfulness
• The Fighting Irish have a bi-week [sic]
• CDO Winter Programing Information

Resources and Updates

• Legal Writing Center
• The Current Students Section of the NDLS Website
• Health & Wellness Information
• Free Professional Headshots
• NDLS News Recommendations
• SBA Dropbox
• COVID Corner

A Message from the Editor