The treatment of kurtosis in textbooks is both sparse and contradictory with applications rarely discussed. To address this, an easily understood definition of kurtosis is introduced and important applications are demonstrated. Two different approaches to teaching kurtosis are presented based on a financial application.

The ability to interpret graphs is highly important in modern society, but has proven to be a challenge for many people. In this paper, two teaching methods were used to remediate one specific misinterpretation: the area misinterpretation of box plots. First, we used refutational text to explicitly state and invalidate the area misinterpretation…

This 2016 Enrollment Report was prepared for the State Board of Higher Education by the North Dakota University System (NDUS). Enrollment trends highlighted herein include a one-year comparison for two-year institutions, four-year institutions, and system wide. Trends over the last five years and the last ten years are also described. For example,…

This publication provides a summary of data relating to students, programs, subjects and training providers in Australia's government-funded vocational education and training (VET) system (defined as Commonwealth and state/territory government-funded training). Data for the Government-funded students and courses series are received by the National…

The aim of this paper is to provide an introduction of new imputation algorithms for estimating missing values from official statistics in larger data sets of data pre-processing, or outliers. The goal is to propose a new algorithm called IRMI (iterative robust model-based imputation). This algorithm is able to deal with all challenges like…

Being able to characterize the size of raindrops is useful in a number of fields including meteorology, hydrology, agriculture and telecommunications. Associated with this article are data sets containing surface (i.e. ground-level) measurements of raindrop size from two different instruments and two different geographical locations. Students may…

The "Annual Disability Statistics Compendium" is a publication of statistics about people with disabilities and about the government programs which serve them. The "Compendium" is designed to serve as a summary of government statistics. The 2016 "Annual Disability Statistics Compendium" was substantially revised and…

This study examines state- and county-level data on population, age, race and ethnicity, housing occupancy and housing tenure, education, labor force, employment and unemployment, income and poverty, health insurance coverage, disability status, migration patterns, and veteran status from the 2010-2014 American Community Survey (ACS) for the 13…

This First Look report presents data on public elementary and secondary education revenues and expenditures at the local education agency (LEA) or school district level for fiscal year (FY) 2013. Specifically, this report includes findings from the following types of school finance data: (1) revenue and expenditure totals by state and the 100…

The 2007-10 growth spurt (18 percent over three years) in U.S. undergraduate economics degrees stalled out in 2011. Degrees awarded have been relatively constant over the past three years.

This publication provides data on Australian Qualifications Framework (AQF) programs completed from 2010 to 2014 in Australia's government-funded vocational education and training (VET) system (broadly defined as all activity delivered by government providers and government-funded activity delivered by community education and other registered…

The North Dakota University System (NDUS) "2015-2016 Annual Enrollment Report" is an effort to report system wide, duplicated and unduplicated student headcount by combining degree credit and non-degree credit enrollments across the eleven NDUS institutions for an entire academic year. Additionally, non-credit enrollments provided…

The continued accumulation of validity evidence for the intended uses of educational assessment scores is critical to ensure that inferences made using the scores are sound. To that end, the College Board has continued to collect college outcome data to evaluate the relationship between SAT® scores and college success. This report provides updated…

In 1979, less than 30% of full-time university students in Canada worked for pay during the academic year. By the mid-2000s, this had risen to 45%. This trend to increasing work among full-time students is also evident in other countries, and may be a concern if it reduces students' investment in human capital during their studies. I find that,…

Do schools reduce or perpetuate inequality by race and family income? Most studies conclude that schools play only a small role in explaining socioeconomic and racial disparities in educational outcomes, but they usually draw this conclusion based solely on test scores. We reconsider this finding using longitudinal data on test scores and…