Electronic statistics handbook

Elementary, middle, and high school principals oversee all school operations, including daily school activities. Postsecondary education administrators oversee student services, academics, and faculty research at colleges and universities.

Architectural and engineering managers plan, direct, and coordinate activities in architectural and engineering companies. Food service managers are responsible for the daily operation of restaurants or other establishments that prepare and serve food and beverages.

Lodging managers ensure that traveling guests have a pleasant experience at their establishment with accommodations. They also ensure that the business is run efficiently and profitably. Medical and health services managers plan, direct, and coordinate the business activities of healthcare providers.

Natural sciences managers supervise the work of scientists, including chemists, physicists, and biologists. Property, real estate, and community association managers take care of the many aspects of residential, commercial, or industrial properties. Social and community service managers coordinate and supervise programs and organizations that support public well-being.

Top executives plan strategies and policies to ensure that an organization meets its goals. Claims adjusters, appraisers, examiners, and investigators evaluate insurance claims. Cost estimators collect and analyze data in order to estimate the time, money, materials, and labor required to make a product or provide a service.

Human resources specialists recruit, screen, interview, and place workers. They also handle employee relations, compensation and benefits, and training. Meeting, convention, and event planners arrange all aspects of events and professional gatherings. Accountants and auditors prepare and examine financial records. Property appraisers and assessors provide a value estimate on real estate and on tangible personal and business property.

Budget analysts help public and private organizations plan their finances. Financial analysts guide businesses and individuals in decisions about expending money to attain profit.

Personal financial advisors provide advice to help individuals manage their finances and plan for their financial future. Financial examiners ensure compliance with laws that govern institutions handling monetary transactions. Loan officers evaluate, authorize, or recommend approval of loan applications. Tax examiners and collectors, and revenue agents determine how much is owed in taxes and collect tax from individuals and businesses on behalf of the government. Computer programmers write and test code that allows computer applications and software programs to function properly.

Software developers design computer applications or programs. Software quality assurance analysts and testers identify problems with applications or programs and report defects. Computer support specialists provide help and advice to computer users and organizations. Database administrators and architects create or organize systems to store and secure data. Network and computer systems administrators are responsible for the day-to-day operation of computer networks.

Actuaries use mathematics, statistics, and financial theory to analyze the financial costs of risk and uncertainty. Operations research analysts use advanced mathematical and analytical methods to help solve complex issues. Architects plan and design houses, factories, office buildings, and other structures. Landscape architects design parks and other outdoor spaces.

Cartographers and photogrammetrists collect, measure, and interpret geographic information in order to create and update maps and charts for regional planning, education, and other purposes.

Surveyors make precise measurements to determine property boundaries. Aerospace engineers design primarily aircraft, spacecraft, satellites, and missiles. Bioengineers and biomedical engineers combine engineering principles with sciences to design and create equipment, devices, computer systems, and software.

Chemical engineers apply the principles of chemistry, biology, physics, and math to solve problems that involve the use of fuel, drugs, food, and many other products. Civil engineers design, build, and supervise infrastructure projects and systems. Computer hardware engineers research, design, develop, and test computer systems and components. Electrical engineers design, develop, test, and supervise the manufacture of electrical equipment.

Environmental engineers use the principles of engineering, soil science, biology, and chemistry to develop solutions to environmental problems. Industrial engineers devise efficient systems that integrate workers, machines, materials, information, and energy to make a product or provide a service.

Marine engineers and naval architects design, build, and maintain ships, from aircraft carriers to submarines and from sailboats to tankers. Materials engineers develop, process, and test materials used to create a wide range of products. Mechanical engineers design, develop, build, and test mechanical and thermal sensors and devices.

Mining and geological engineers design mines to safely and efficiently remove minerals for use in manufacturing and utilities. Nuclear engineers research and develop the processes, instruments, and systems used to derive benefits from nuclear energy and radiation. Drafters use software to convert the designs of engineers and architects into technical drawings. Civil engineering technologists and technicians help civil engineers plan, design, and build infrastructure and development projects.

Environmental engineering technologists and technicians implement the plans that environmental engineers develop. Industrial engineering technologists and technicians help engineers solve problems affecting manufacturing layout or production. Mechanical engineering technologists and technicians help mechanical engineers design, develop, test, and manufacture machines and other devices. Market research analysts study market conditions to examine potential sales of a product or service.

Surveying and mapping technicians collect data and make maps of the Earth' surface. Agricultural and food scientists research ways to improve the efficiency and safety of agricultural establishments and products. Biochemists and biophysicists study the chemical and physical principles of living things and of biological processes. Microbiologists study microorganisms such as bacteria, viruses, algae, fungi, and some types of parasites.

Zoologists and wildlife biologists study animals and other wildlife and how they interact with their ecosystems. Epidemiologists are public health workers who investigate patterns and causes of disease and injury.

Medical scientists conduct research aimed at improving overall human health. Physicists and astronomers study the interactions of matter and energy. Chemists and materials scientists study substances at the atomic and molecular levels and analyze the ways in which the substances interact with one another. Environmental scientists and specialists use their knowledge of the natural sciences to protect the environment and human health. Geoscientists study the physical aspects of the Earth. Survey researchers design and conduct surveys and analyze data.

Psychologists study cognitive, emotional, and social processes and behavior by observing, interpreting, and recording how individuals relate to one another and to their environments. Sociologists study society and social behavior. Urban and regional planners develop land use plans and programs that help create communities, accommodate population growth, and revitalize physical facilities.

Anthropologists and archeologists study the origin, development, and behavior of humans. Political scientists study the origin, development, and operation of political systems. Biological technicians help biological and medical scientists conduct laboratory tests and experiments.

Chemical technicians use special instruments and techniques to assist chemists and chemical engineers. Geological and hydrologic technicians support scientists and engineers in exploring, extracting, and monitoring natural resources.

Nuclear technicians assist physicists, engineers, and other professionals in nuclear research and nuclear energy production.

Environmental science and protection technicians monitor the environment and investigate sources of pollution and contamination. Forensic science technicians aid criminal investigations by collecting and analyzing evidence.

Substance abuse, behavioral disorder, and mental health counselors provide treatment and advise people who suffer from alcoholism, drug addiction, or other mental or behavioral problems. School counselors help students develop academic and social skills.

Career counselors and advisors help people choose a path to employment. Marriage and family therapists help people manage and overcome problems with family and other relationships. Rehabilitation counselors help people with physical, mental, developmental, or emotional disabilities live independently. Social workers help people solve and cope with problems in their everyday lives.

Probation officers and correctional treatment specialists assist in rehabilitation of law offenders in custody or on probation or parole. Social and human service assistants provide client services in a variety of fields, such as psychology, rehabilitation, and social work. Lawyers advise and represent individuals, businesses, and government agencies on legal issues and disputes. Paralegals and legal assistants perform a variety of tasks to support lawyers. Postsecondary teachers instruct students in a variety of academic subjects beyond the high school level.

Preschool teachers educate and care for children younger than age 5 who have not yet entered kindergarten. Kindergarten and elementary school teachers instruct young students in basic subjects in order to prepare them for future schooling. Middle school teachers educate students, typically in sixth through eighth grades.

Career and technical education teachers instruct students in various technical and vocational subjects, such as auto repair, healthcare, and culinary arts. Special education teachers work with students who have a wide range of learning, mental, emotional, and physical disabilities. Adult basic and secondary education and ESL English as a Second Language teachers instruct adults in fundamental skills, such as reading and speaking English.

They also help students earn their high school equivalency credential. Archivists and curators oversee collections of historic items or artwork.

Museum technicians and conservators prepare or restore items in museum collections. Librarians and library media specialists help people find information and conduct research for personal and professional use.

Library technicians and assistants help librarians with all aspects of running a library. Instructional coordinators oversee school curriculums and teaching standards. They develop instructional material, implement it, and assess its effectiveness. Teacher assistants work with a licensed teacher to give students additional attention and instruction. Art directors are responsible for the visual style and images in magazines, newspapers, product packaging, and movie and television productions.

Special effects artists and animators create images that appear to move and visual effects for various forms of media and entertainment. Industrial designers combine art, business, and engineering to develop the concepts for manufactured products. Fashion designers create clothing, accessories, and footwear. Floral designers arrange live, dried, and silk flowers and greenery to make decorative displays. Graphic designers create visual concepts, using computer software or by hand, to communicate ideas that inspire, inform, and captivate consumers.

Interior designers make indoor spaces functional, safe, and beautiful by determining space requirements and selecting essential and decorative items.

Actors express ideas and portray characters in theater, film, television, and other performing arts media. Producers and directors create motion pictures, television shows, live theater, commercials, and other performing arts productions. Athletes and sports competitors participate in organized, officiated sporting events to entertain spectators. Coaches teach amateur or professional athletes the skills they need to succeed at their sport.

Umpires, referees, and other sports officials preside over competitive athletic or sporting events to help maintain standards of play. Dancers and choreographers use dance performances to express ideas and stories.

Music directors lead musical groups during performances and recording sessions. Composers write and arrange original music in a variety of musical styles. Musicians and singers play instruments or sing for live audiences and in recording studios. Announcers present music, news, and sports and may provide commentary or interview guests.

News analysts, reporters, and journalists keep the public updated about current events and noteworthy information. Editors plan, review, and revise content for publication. Technical writers prepare instruction manuals, how-to guides, journal articles, and other supporting documents to communicate complex and technical information more easily.

Writers and authors develop written content for various types of media. Interpreters and translators convert information from one language into another language. Broadcast, sound, and video technicians set up, operate, and maintain the electrical equipment for media programs. Photographers use their technical expertise, creativity, and composition skills to produce and preserve images. Film and video editors and camera operators manipulate moving images that entertain or inform an audience.

Chiropractors treat patients with health problems of the neuromusculoskeletal system, which includes nerves, bones, muscles, ligaments, and tendons.

Optometrists diagnose and treat visual problems and manage diseases, injuries, and other disorders of the eyes. Pharmacists dispense prescription medications to patients and offer expertise in the safe use of prescriptions. Physicians and surgeons diagnose and treat injuries or illnesses and address health maintenance. Physician assistants practice medicine on teams with physicians, surgeons, and other healthcare workers. Podiatrists provide medical and surgical care for people with foot, ankle, and lower leg problems.

Registered nurses RNs provide and coordinate patient care and educate patients and the public about various health conditions. Occupational therapists treat patients who have injuries, illnesses, or disabilities through the therapeutic use of everyday activities. Physical therapists help injured or ill people improve movement and manage pain. Radiation therapists treat cancer and other diseases in patients by administering radiation treatments. Recreational therapists plan, direct, and coordinate recreation-based treatment programs for people with disabilities, injuries, or illnesses.

Respiratory therapists care for patients who have trouble breathing—for example, from a chronic respiratory disease, such as asthma or emphysema. Speech-language pathologists assess, diagnose, treat, and help to prevent communication and swallowing disorders in children and adults.

Veterinarians care for the health of animals and work to protect public health. Clinical laboratory technologists and technicians collect samples and perform tests to analyze body fluids, tissue, and other substances. Dental hygienists examine patients for signs of oral diseases, such as gingivitis, and provide preventive care, including oral hygiene. Diagnostic medical sonographers and cardiovascular technologists and technicians, including vascular technologists operate special imaging equipment to create images or to conduct tests.

Nuclear medicine technologists prepare and administer radioactive drugs for imaging or treatment. Radiologic technologists perform diagnostic imaging examinations on patients. Emergency medical technicians EMTs and paramedics respond to emergency calls, performing medical services and transporting patients to medical facilities. Pharmacy technicians help pharmacists dispense prescription medication to customers or health professionals. The journal is open access. Articles are refereed and are held to the same standard as articles in other IMS journals.

Articles become publicly available shortly after they are accepted. EJS is an open access journal. Voluntary fees or donations to the Open Access Fund are accepted. Published Issues. Institute of Mathematical Statistics. Fostering the development and dissemination of the theory and applications of statistics and probability. Electronic Journal of Statistics. Doss Adam J.

Brown Ph. Leave Feedback. Giving to the IMS. Contact Us. Grace Y. Gang Li. Bounding the maximum of dependent random variables J. The Bernstein-Von-Mises theorem under misspecification B. Content Email Alerts notify you when new content has been published. Visit My Account to manage your email alerts. Receive bi-monthly emailed content alerts.

Receive immediate emailed alerts when a new issue has been published. SAVE Please select when you would like to receive an alert. Alert saved! Subscribe to Project Euclid.

Find it at other libraries via WorldCat Limited preview. Contributor Croarkin, Carrol. Tobias, Paul. Zey, Chelli. Summary "A web based statistics handbook oriented towards engineering and scientific applications. Case studies can be run from the handbook using the Dataplot software.