ØAMET1100 Statistikk Emneplan

This programme offers you the opportunity to meet and work with people from backgrounds other than product design, including architecture, engineering, fine arts, graphic design, and more. They share a passion for critical thinking, design, and a desire to pursue graduate-level research and production.

The programme is organised with learning activities in a two-year full-time study in an international environment with students and teaching staff from across the world. The master's students work in shared studio spaces with full access to workshops, which include facilities for wood, metal, textiles, ceramics, digital manufacturing lab (DML), and virtual reality (VR).

As master's students, you are expected to show independence, motivation, and competence in developing your work within the courses offered in the programme. You can look forward to a variety of learning experiences such as discussions, lectures, group work, field trips, and collaborations with other design schools and businesses.

Thesis Project

In your thesis project, you will be able to build on the methods and themes you have been exposed to throughout the two years while developing your unique project. For an entire semester, you can explore your experimental creativity, advanced problem-solving skills, and critical inquiry and excel in areas where you strive to make a difference.

Thesis topics cover a broad range of fields, from product and furniture explorations, apps and services all the way to systemic design approaches for industry or government and medical applications

Anbefalt forkunnskap tilsvarende Matematikk 1. Emnet er et grunnleggende verktøyfag for en rekke bedriftsøkonomiske fag. Det gir også nødvendig bakgrunn for kurset Samfunnsvitenskapelig metode.

During the second semester, students will be required to complete practical training. This training is valued at 20 ECTS credits and is designed to give students real work experience in private businesses or the public sector. Students will acquire knowledge of relevant organisational models, decision-making mechanisms, and gain experience of the methods used in the organisation. The goal is for students to further develop their skills in the design environment.

Individual cooperation agreements are entered into between the university and relevant businesses, municipalities, and other institutions regarding the practical organisation of specific student assignments, which can be completed at the cooperation partner's location within a period of three months. The assignments will typically involve research and development tasks at the cooperation partner's location. Practice in the public sector may involve students being assigned to ongoing research projects within the institution. The student is assigned a contact person with the cooperation partner or the research project for the agreed time period. Guidance will come from both the staff working at the place of practical training as well as the university teaching staff.

The location of the practical training within the study programme has been arranged so that students may extend their practical placement into the summer months. Placements that exceed three months are a voluntary option and are not part of the formal study programme. Practical training that extends beyond three months does not account for additional ECTS credits.

Studenten skal etter å ha fullført emnet ha følgende totale læringsutbytte definert i kunnskap, ferdigheter og generell kompetanse:

Kunnskap

Studenten har

• grunnleggende kunnskap innen sannsynlighetsregning og statistikk slik det anvendes i økonomisk-administrative fag

Ferdigheter

Studenten kan

• presentere og tolke statistiske data ved hjelp av sentral- og spredningsmål, frekvensfordelinger og grafiske metoder
• grunnleggende sannsynlighetsregning inkludert sannsynlighetsmodeller, kombinatorikk, utvalgsmodeller, betingede sannsynligheter, lov om total sannsynlighet, Bayes lov og uavhengighet
• analysere sannsynlighetsfordelinger og beregne forventning og varians til en stokastisk variabel og til lineærkombinasjoner av stokastiske variable
• forstå simultane sannsynlighetsfordelinger inkludert beregning av forventning, varians og kovarians
• velge sannsynlighetsmodell og regne med diskrete og kontinuerlige sannsynlighetsfordelinger, inkludert Binomisk fordeling, Hypergeometrisk fordeling, Poissonfordeling, Normalfordeling/Normaltilnærming og t-fordeling
• estimere ukjente parametre, både punktestimering og intervallestimering
• foreta hypotesetesting i målemodell og binomisk modell og vurdere ulike testmetoder; tolke signifikansnivå, signifikanssannsynlighet og teststyrke
• anvende og tolke regresjonsanalyse, herunder estimering og hypotesetest av regresjonskoeffisienten og prediksjon
• beregne og tolke korrelasjonskoeffisienten
• foreta kjikvadrattester, både modelltesting og test av uavhengighet
• vurdere forskjeller mellom to grupper, inkludert hypotesetesting

Generell kompetanse

Studenten kan

• forholde seg til og operasjonalisere usikkerhet

Provisions governing examinations are laid down in the Act relating to Universities and University Colleges and the Regulations relating to Studies and Examinations at OsloMet . The form of assessments will be approved/not approved for compulsory assignments, and Pass/Fail for the exam in the MAPD Practical Placement or in the other exams a graded scale from A (highest) to F (lowest) where A to E is a pass grade and F is a fail grade. The grade achieved in each course will be stated on the diploma.

Assessment methods vary between courses. They include written reports, oral presentations, physical models, prototypes, videos, portfolio assessments and oral examinations.

A portfolio assessment provides an overall assessment awarding one grade for the whole portfolio. Students may only appeal against the determination of the examination grade awarded for the whole portfolio.

If the portfolio consists of elements such as an oral presentation, practical work etc., the examination result cannot be appealed against. The right to appeal is stated in the individual course descriptions.

If the examination in a course consists of more than one part, all parts of the examination must be passed in order to pass the course.

A portfolio assessment provides an overall assessment awarding one grade for the whole portfolio. Students may only appeal against the determination of the examination grade awarded for the whole portfolio.

If the portfolio consists of elements such as an oral presentation, practical work etc., the examination result cannot be appealed against. The right to appeal is stated in the individual course descriptions.

If the examination in a course consists of more than one part, all parts of the examination must be passed in order to pass the course.

If the portfolio consists of elements such as an oral presentation, practical work etc., the examination result cannot be appealed against. The right to appeal is stated in the individual course descriptions.

Normally each course has two internal examiners to assess students' work. Each semester one course will be chosen to include an external examiner, thus the students' work will be assessed by one external and one internal examiner.

The Master's thesis is assessed by the one external examiner and one internal examiner, the supervisor is not a part of the grade setting in the master thesis. Guildeline for master's theses at the Faculty can be found here: Retningslinjer for masteroppgaver ved Fakultet for teknologi, kunst og design - Student - minside (oslomet.no)

The purpose of the Quality Assurance System at OsloMet is to strengthen the students learning outcome and development by increasing the quality throughout. OsloMet wants to cooperate with its students and their participation in the Quality Assurance System is crucial. Some of the overall goals of the Quality Assurance System are:

• Ensuring that the educational institution, including practical training, learning and study environment keep a high quality
• Ensuring the relevance of the study programmes for the professional field
• Ensuring a continuously improving quality development

Student evaluations:

• Course evaluations
• Annual student survey among the students at OsloMet

For more information about the Quality Assurance System, please see our website (available in Norwegian only): https://student.oslomet.no/regelverk#etablering-studium-evaluering-kvalitetssystem

External programme supervisors

External programme supervisors are a part of ensuring the quality of the individual study programmes. An external programme supervisor is not an examiner, but someone who supervises the quality of the study programmes. All study programmes at OsloMet shall be supervised by an external programme supervisor. However, how the external programme supervisors are used may vary. Reference is made to Guidelines for Appointment and Use of Examiners at OsloMet: https://student.oslomet.no/retningslinjer-sensorer

Eksamen i emnet er en skoleeksamen på 4 timer.

Følgende hjelpemidler er tillatt:

• Kalkulator (se programplan for regler som gjelder bruk av kalkulator)

Gradert skala A - F

Det benyttes intern og ekstern sensor til sensurering av besvarelsene.

Et uttrekk på minst 25 % av besvarelsene sensureres av to sensorer. Karakterene på disse samsensurerte besvarelsene skal danne grunnlag for å fastsette nivå på resten av besvarelsene.

Bjørnar Larssen