The term "Writer invariant" typically relates to the field of concurrent programming and refers to certain conditions or properties that must be maintained by a writer in a concurrent environment. It primarily focuses on ensuring that data being written or modified by one or more writers remains consistent and valid throughout various operations.
The Ministry of Statistics and Programme Implementation (MoSPI) is a key ministry of the Government of India, responsible for the collection, analysis, and dissemination of statistical data related to the Indian economy and society. Established to improve the quantum and quality of statistics in the country, its main objectives include planning, coordinating, and promoting statistical activities at both national and state levels.
The Higher Education Statistics Agency (HESA) is an organization in the United Kingdom that collects, analyzes, and disseminates data related to higher education. Established in 1993, HESA serves as the primary source of statistical information for universities and higher education providers in the UK, providing insights into various aspects of higher education, including student enrollment, demographic trends, graduate outcomes, and institutional performance.
The Manchester Statistical Society is a professional organization based in Manchester, UK, dedicated to the advancement of statistics and related fields. Founded in 1833, it serves as a forum for statisticians, data scientists, and individuals interested in statistical methods and their applications. The society typically organizes lectures, seminars, workshops, and social events that allow members to share knowledge, research, and innovations in statistics. The society also aims to promote statistical literacy among the general public and foster collaboration between academics and practitioners.
The University Statisticians of the Southern Experiment Stations (USSES) is an organization primarily focused on the statistical methodologies and applications relevant to agricultural research and experiment stations in the Southern United States. It typically includes statisticians and researchers from various universities and experiment stations who collaborate on statistical practices, share knowledge, and promote the application of statistical techniques in agricultural and environmental sciences.
The base rate fallacy is a cognitive bias that occurs when people ignore the overall prevalence of a characteristic (the base rate) in a population while focusing on specific information. It happens particularly when assessing the likelihood of an event or condition based on its probability versus specific evidence that should influence that assessment. For example, consider a scenario where a particular disease affects 1% of a population.
The Elevator Paradox is a classic thought experiment in probability and statistics, particularly related to the behavior of people (or crowds) in regard to using an elevator. The paradox highlights how individual choices can lead to counterintuitive collective behavior. Here's a simplified explanation: 1. **Scenario Setup**: Imagine a tall building with several floors, and an elevator that only serves the upper floors. People on lower floors generally want to go up, while people on upper floors may want to come down.
Lindley's paradox refers to a phenomenon in Bayesian statistics that highlights a contradiction between intuitive decision-making and the results produced by Bayesian analysis. Named after the statistician David Lindley, the paradox occurs when the Bayesian approach yields a conclusion that seems counterintuitive, especially in the context of hypothesis testing. The paradox typically involves a scenario where there are two competing hypotheses about a situation. An intuitive analysis may suggest that one hypothesis is significantly more likely than the other based on prior belief or evidence.
The Will Rogers phenomenon is a statistical phenomenon that occurs in the realm of medicine and epidemiology. It refers to the situation where the moving of a group from one category to another—in the context of disease severity or classification—can result in an overall improvement in the average condition of the remaining groups, even though no individual has actually improved.
"The Economic Writings of Sir William Petty" refers to a collection of works by Sir William Petty, an English economist, scientist, and philosopher who lived in the 17th century (1623-1687). Petty is considered one of the pioneers of political economy and made significant contributions to the field, particularly in the areas of statistics and the measurement of national wealth.
The Association of Track and Field Statisticians (ATFS) is an organization dedicated to the collection, analysis, and publication of statistics related to track and field athletics. Founded in 1972, the ATFS aims to promote the sport by providing accurate and comprehensive data, including records, rankings, and performance statistics for athletes across various events in track and field.
The French Statistical Society (Société Française de Statistique, or SFdS) is a professional organization founded in 1970 that promotes the development and application of statistical science in France. Its mission includes fostering research and collaboration among statisticians, disseminating statistical knowledge, and encouraging the use of statistical methods across various fields such as economics, biology, and social sciences.
The International Biometric Society (IBS) is a professional organization that focuses on the development and application of statistical and mathematical methods in the biological sciences and related fields. Founded in 1947, the society aims to promote the role of statistics in biological research, enhance the understanding and application of biometric methods, and facilitate collaboration among statisticians, biologists, and other professionals involved in quantitative research.
The Society for Research Synthesis Methodology (SRSM) is an organization that focuses on the development and application of methods for synthesizing research findings across studies. The society aims to promote the understanding and utilization of research synthesis methodologies, which include systematic reviews, meta-analyses, and other approaches that aggregate evidence from multiple studies to inform practice and policy.
Demographers are social scientists who study population dynamics, including the birth rates, death rates, migration, and other factors that affect the structure and dynamics of populations. As a profession, demographers can be found in many countries around the world, and they may be of various nationalities. There isn't a specific breakdown of demographers by nationality that can be easily summarized since demography is a global field.
"Super Crunchers" is a book written by Ian Ayres, published in 2007. The work explores the increasing role of data analysis and statistical methods in decision-making across various fields, including business, healthcare, sports, and social sciences. Ayres argues that the ability to analyze vast amounts of data—what he refers to as "super crunching"—can lead to better predictions and outcomes than traditional methods based on expert intuition or anecdotal evidence.
South Korean statisticians are professionals who specialize in the field of statistics within South Korea. They may work in various sectors such as government, academia, industry, and research organizations. Their roles often involve collecting, analyzing, and interpreting numerical data to assist in decision-making processes, policy formulation, and scientific research. In South Korea, the field of statistics has gained significance due to the country’s strong emphasis on data-driven decision-making in various sectors, including finance, health care, education, and technology.
Biostatistics is a scholarly journal that focuses on the development and application of statistical methods in the field of biology, particularly in health-related areas such as medicine, public health, and environmental health. The journal publishes original research articles, reviews, and methodological papers that contribute to the theory and practice of biostatistics. Topics covered may include statistical modeling, study design, data analysis, and interpretation of data in the context of biological and health sciences.
AStA Wirtschafts- und Sozialstatistisches Archiv (W-SSA) is a German repository, often referred to as the AStA Archive, that focuses on economic and social statistics. It serves as a platform for collecting, preserving, and providing access to statistical data and publications related to economic and social research. This archive is typically associated with academic or research institutions and is aimed at supporting researchers, students, and policymakers by providing them with reliable statistical resources.
The "Annals of the Institute of Statistical Mathematics" is a peer-reviewed academic journal that publishes research in the field of statistical mathematics. It covers a wide range of topics related to statistical theory and methodology, including but not limited to statistical inference, statistical modeling, and applied statistics. The journal promotes the development and application of statistical methods and aims to address both theoretical and practical aspects of statistical research.

Pinned article: Introduction to the OurBigBook Project

Welcome to the OurBigBook Project! Our goal is to create the perfect publishing platform for STEM subjects, and get university-level students to write the best free STEM tutorials ever.
Everyone is welcome to create an account and play with the site: ourbigbook.com/go/register. We belive that students themselves can write amazing tutorials, but teachers are welcome too. You can write about anything you want, it doesn't have to be STEM or even educational. Silly test content is very welcome and you won't be penalized in any way. Just keep it legal!
We have two killer features:
  1. topics: topics group articles by different users with the same title, e.g. here is the topic for the "Fundamental Theorem of Calculus" ourbigbook.com/go/topic/fundamental-theorem-of-calculus
    Articles of different users are sorted by upvote within each article page. This feature is a bit like:
    • a Wikipedia where each user can have their own version of each article
    • a Q&A website like Stack Overflow, where multiple people can give their views on a given topic, and the best ones are sorted by upvote. Except you don't need to wait for someone to ask first, and any topic goes, no matter how narrow or broad
    This feature makes it possible for readers to find better explanations of any topic created by other writers. And it allows writers to create an explanation in a place that readers might actually find it.
    Figure 1.
    Screenshot of the "Derivative" topic page
    . View it live at: ourbigbook.com/go/topic/derivative
  2. local editing: you can store all your personal knowledge base content locally in a plaintext markup format that can be edited locally and published either:
    This way you can be sure that even if OurBigBook.com were to go down one day (which we have no plans to do as it is quite cheap to host!), your content will still be perfectly readable as a static site.
    Figure 2.
    You can publish local OurBigBook lightweight markup files to either https://OurBigBook.com or as a static website
    .
    Figure 3.
    Visual Studio Code extension installation
    .
    Figure 4.
    Visual Studio Code extension tree navigation
    .
    Figure 5.
    Web editor
    . You can also edit articles on the Web editor without installing anything locally.
    Video 3.
    Edit locally and publish demo
    . Source. This shows editing OurBigBook Markup and publishing it using the Visual Studio Code extension.
    Video 4.
    OurBigBook Visual Studio Code extension editing and navigation demo
    . Source.
  3. https://raw.githubusercontent.com/ourbigbook/ourbigbook-media/master/feature/x/hilbert-space-arrow.png
  4. Infinitely deep tables of contents:
    Figure 6.
    Dynamic article tree with infinitely deep table of contents
    .
    Descendant pages can also show up as toplevel e.g.: ourbigbook.com/cirosantilli/chordate-subclade
All our software is open source and hosted at: github.com/ourbigbook/ourbigbook
Further documentation can be found at: docs.ourbigbook.com
Feel free to reach our to us for any help or suggestions: docs.ourbigbook.com/#contact