PřF:MAS01 Applied statistics I - Course Information
MAS01 Applied statistics I
Faculty of ScienceAutumn 2024
- Extent and Intensity
- 2/0/0. 2 credit(s) (plus 2 credits for an exam). Recommended Type of Completion: zk (examination). Other types of completion: k (colloquium), z (credit).
- Teacher(s)
- RNDr. Marie Budíková, Dr. (lecturer)
- Guaranteed by
- doc. PaedDr. RNDr. Stanislav Katina, Ph.D.
Department of Mathematics and Statistics – Departments – Faculty of Science
Supplier department: Department of Mathematics and Statistics – Departments – Faculty of Science - Prerequisites (in Czech)
- NOW ( MAS01c Applied statistics I - exer. ) || NOW ( MAS10c Applied statistics I - exerc. )
- Course Enrolment Limitations
- The course is also offered to the students of the fields other than those the course is directly associated with.
- fields of study / plans the course is directly associated with
- Algebra and Discrete Mathematics (programme PřF, N-MA)
- Algebra, Number Theory and Mathematical Logic (Eng.) (programme PřF, D-MA4)
- Algebra, Number Theory and Mathematical Logic (programme PřF, D-MA4)
- Analytical Biochemistry (Eng.) (programme PřF, N-BCH)
- Analytical Biochemistry (programme PřF, N-BCH)
- Analytical Chemistry (Eng.) (programme PřF, D-CH4)
- Analytical Chemistry (programme PřF, D-CH4)
- Analytical Chemistry (programme PřF, N-CH)
- Analytical Chemist - Manager of Chemical Laboratory (programme PřF, B-CH)
- Plant Anatomy and Physiology (Eng.) (programme PřF, D-BI4)
- Plant Anatomy and Physiology (programme PřF, D-BI4)
- Inorganic Chemistry (Eng.) (programme PřF, D-CH4)
- Inorganic Chemistry (programme PřF, D-CH4)
- Inorganic Chemistry (programme PřF, N-CH)
- Anthropology (Eng.) (programme PřF, D-BI4)
- Anthropology (programme PřF, B-AN)
- Anthropology (programme PřF, D-BI4)
- Anthropology (programme PřF, M-BI)
- Anthropology (programme PřF, M-BI, specialization Physical Antropology)
- Anthropology (programme PřF, M-BI, specialization Socio-Cultural Antropology)
- Anthropology (programme PřF, N-AN)
- Anthropology (programme PřF, N-BI)
- Anthropology (programme PřF, N-BI, specialization Physical Antropology)
- Anthropology (programme PřF, N-BI, specialization Socio-Cultural Antropology)
- Applied Biochemistry (programme PřF, B-AB)
- Applied Geography and Geoinformatics (programme PřF, B-AG)
- Applied Geography and Geoinformatics (programme PřF, B-AG, specialization Geoinformatics and Regional Development)
- Applied Geography and Geoinformatics (programme PřF, B-AG, specialization Geoinformatics and Sustainable Development)
- Applied Mathematics for Multi-Branches Study (programme PřF, B-MA)
- Applied Mathematics for Multi-Branches Study (programme PřF, N-MA)
- Astrophysics (programme PřF, B-FY)
- Biophysics (Eng.) (programme PřF, D-FY4)
- Biophysics (programme PřF, B-FY)
- Biophysics (programme PřF, D-FY4)
- Biophysics (programme PřF, N-FY)
- Biophysics (programme PřF, N-FY, specialization Aplikovaná biofyzika)
- Biophysics (programme PřF, N-FY, specialization Molekulární biofyzika)
- Biochemistry (Eng.) (programme PřF, D-BCH4)
- Biochemistry (Eng.) (programme PřF, N-BCH)
- Biochemistry (programme PřF, B-BCH)
- Biochemistry (programme PřF, D-BCH4)
- Biochemistry (programme PřF, N-BCH)
- Biology with a view to Education (programme PřF, B-EB)
- Biology with a view to Education (programme PřF, B-FY)
- Biology with a view to Education (programme PřF, B-GE)
- Biology with a view to Education (programme PřF, B-GK)
- Biology with a view to Education (programme PřF, B-CH)
- Biology with a view to Education (programme PřF, B-MA)
- Biomolecular Chemistry (Eng.) (programme PřF, D-BCH4)
- Biomolecular Chemistry (Eng.) (programme PřF, N-BCH)
- Biomolecular Chemistry (programme PřF, D-BCH4)
- Biomolecular Chemistry (programme PřF, N-BCH)
- Botany (Eng.) (programme PřF, D-BI4)
- Botany (programme PřF, D-BI4)
- Botany (programme PřF, N-EB)
- Descriptive Geometry with a view to Education (programme PřF, B-GE)
- Descriptive Geometry with a view to Education (programme PřF, B-GK)
- Descriptive Geometry with a view to Education (programme PřF, B-CH)
- Ecological and Evolutionary Biology (programme PřF, B-EB)
- Ecological and Evolutionary Biology (programme PřF, B-EB, specialization Botany)
- Ecological and Evolutionary Biology (programme PřF, B-EB, specialization Zoology)
- Ecology (Eng.) (programme PřF, D-BI4)
- Ecology (programme PřF, D-BI4)
- Economics (programme ESF, N-MA)
- Ecotoxicology (Eng.) (programme PřF, D-BI4)
- Ecotoxicology (programme PřF, D-BI4)
- Financial and Insurance Mathematics (programme PřF, B-MA)
- Physical Geography (Eng.) (programme PřF, D-GR4)
- Physical Geography (programme PřF, D-GR4)
- Physical Geography (programme PřF, N-GK)
- Condensed Matter Physics (Eng.) (programme PřF, D-FY4)
- Condensed Matter Physics (programme PřF, D-FY4)
- Condensed Matter Physics (programme PřF, N-FY)
- Physical Chemistry (Eng.) (programme PřF, D-CH4)
- Physical Chemistry (programme PřF, D-CH4)
- Physical Chemistry (programme PřF, N-CH)
- Plasma Physics (Eng.) (programme PřF, D-FY4)
- Plasma Physics (programme PřF, D-FY4)
- Plasma Physics (programme PřF, N-FY)
- Physics (programme PřF, B-FY)
- Physics with a view to Education (programme PřF, B-EB)
- Physics with a view to Education (programme PřF, B-FY)
- Physics with a view to Education (programme PřF, B-GE)
- Physics with a view to Education (programme PřF, B-GK)
- Physics with a view to Education (programme PřF, B-CH)
- Physics with a view to Education (programme PřF, B-MA)
- Animal Physiology (Eng.) (programme PřF, D-BI4)
- Animal Physiology (programme PřF, D-BI4)
- Geographical Cartography and Geoinformatics (programme PřF, B-GK)
- Geographical Cartography and Geoinformatics (programme PřF, N-GK)
- Geography and Cartography with a view to Education (programme PřF, B-EB)
- Geography and Cartography with a view to Education (programme PřF, B-FY)
- Geography and Cartography with a view to Education (programme PřF, B-GE)
- Geography and Cartography with a view to Education (programme PřF, B-GK)
- Geography and Cartography with a view to Education (programme PřF, B-CH)
- Geography and Cartography with a view to Education (programme PřF, B-MA)
- Geography (programme PřF, B-GK)
- Geography (programme PřF, B-GK, specialization Physical Geography)
- Geography (programme PřF, B-GK, specialization Human Geography)
- Geological Sciences (Eng.) (programme PřF, D-GE4)
- Geological Sciences (programme PřF, D-GE4)
- Geology (Eng.) (programme PřF, N-GE)
- Geology combined with Archaeology (programme PřF, B-GE)
- Geology combined with Archaeology (programme PřF, N-GE)
- Geology for Multi-Branches Study (programme PřF, B-GE)
- Geology (programme PřF, B-GE)
- Geology (programme PřF, N-GE)
- Geology with a view to Education (programme PřF, B-FY)
- Geology with a view to Education (programme PřF, B-GE)
- Geology with a view to Education (programme PřF, B-GK)
- Geology with a view to Education (programme PřF, B-CH)
- Geometry (programme PřF, N-MA)
- Geometry, Topology and Global Analysis (Eng.) (programme PřF, D-MA4)
- Geometry, Topology and Global Analysis (programme PřF, D-MA4)
- Hydrobiology (Eng.) (programme PřF, D-BI4)
- Hydrobiology (programme PřF, D-BI4)
- Chemistry of Conservation - Restoration (programme PřF, B-CH)
- Chemistry of Conservation - Restoration (programme PřF, N-CH)
- Chemistry (programme PřF, B-CH)
- Chemistry with a view to Education (programme PřF, B-GE)
- Chemistry with a view to Education (programme PřF, B-GK)
- Chemistry with a view to Education (programme PřF, B-CH)
- Chemistry with a view to Education (programme PřF, B-MA)
- Environmental Chemistry (Eng.) (programme PřF, D-CH4)
- Environmental Chemistry (programme PřF, D-CH4)
- Environmental Chemistry (programme PřF, N-CH)
- Cartography, Geoinformatics and Remote Sensing (Eng.) (programme PřF, D-GR4)
- Cartography, Geoinformatics and Remote Sensing (programme PřF, D-GR4)
- Medical Physics (programme PřF, B-AF)
- Mathematical Analysis (Eng.) (programme PřF, D-MA4)
- Mathematical Analysis (programme PřF, D-MA4)
- Mathematical Analysis (programme PřF, N-MA)
- Mathematical Biology (programme PřF, B-EXB)
- Mathematical Biology (programme PřF, N-EXB)
- Mathematical Modelling and Numeric Methods (programme PřF, N-MA)
- Mathematics - Economics (programme PřF, M-AM)
- Mathematics with a view to Education (programme PřF, B-EB)
- Mathematics with a view to Education (programme PřF, B-FY)
- Mathematics with a view to Education (programme PřF, B-GE)
- Mathematics with a view to Education (programme PřF, B-GK)
- Mathematics with a view to Education (programme PřF, B-CH)
- Mathematics with a view to Education (programme PřF, B-MA)
- Mathematics with Informatics (programme PřF, N-MA)
- Materials Chemistry (Eng.) (programme PřF, D-CH4)
- Materials Chemistry (programme PřF, D-CH4)
- Material Chemistry (programme PřF, N-CH)
- Microbiology (Eng.) (programme PřF, D-BI4)
- Microbiology (programme PřF, D-BI4)
- Molecular and Cellular Biology (Eng.) (programme PřF, D-BI4)
- Molecular and Cellular Biology (programme PřF, D-BI4)
- Molecular Biology and Genetics (programme PřF, B-EXB)
- Molecular Biology and Genetics (programme PřF, N-EXB)
- General and Molecular Genetics (Eng.) (programme PřF, D-BI4)
- General and Molecular Genetics (programme PřF, D-BI4)
- Mathematics (programme PřF, B-MA)
- General Physics (Eng.) (programme PřF, D-FY4)
- General Physics (programme PřF, D-FY4)
- General Problems of Mathematics (Eng.) (programme PřF, D-MA4)
- General Problems of Mathematics (programme PřF, D-MA4)
- Organic Chemistry (Eng.) (programme PřF, D-CH4)
- Organic Chemistry (programme PřF, D-CH4)
- Organic Chemistry (programme PřF, N-CH)
- Parasitology (Eng.) (programme PřF, D-BI4)
- Parasitology (programme PřF, D-BI4)
- Probability, Statistics and Mathematical Modelling (Eng.) (programme PřF, D-MA4)
- Probability, Statistics and Mathematical Modelling (programme PřF, D-MA4)
- Regional Geography and Regional Planning (Eng.) (programme PřF, D-GR4)
- Regional Geography and Regional Planning (programme PřF, D-GR4)
- Social Geography and Regional Development (programme PřF, N-GK)
- Special Biology (programme PřF, B-EXB)
- Special Biology (programme PřF, B-EXB, specialization Ecotoxicology)
- Special Biology (programme PřF, B-EXB, specialization Experimental Biology of Plants)
- Special Biology (programme PřF, B-EXB, specialization Experimental Biology of Animals and Immunology)
- Special Biology (programme PřF, B-EXB, specialization Mikrobiology a Molecular Biotechnology)
- Special Biology (programme PřF, N-EXB)
- Special Biology (programme PřF, N-EXB, specialization Ekotoxikologie)
- Special Biology (programme PřF, N-EXB, specialization Experimentální biologie rostlin)
- Special Biology (programme PřF, N-EXB, specialization Experimentální biologie živočichů a imunologie)
- Special Biology (programme PřF, N-EXB, specialization Mikrobiologie a molekulární biotechnologie)
- Statistics and Data Analysis (programme PřF, B-MA)
- Statistics and Data Analysis (programme PřF, N-MA)
- Theoretical Physics and Astrophysics (Eng.) (programme PřF, D-FY4)
- Theoretical Physics and Astrophysics (programme PřF, D-FY4)
- Theoretical Physics and Astrophysics (programme PřF, N-FY)
- Theoretical Physics and Astrophysics (programme PřF, N-FY, specialization Astrofyzika)
- Theoretical Physics and Astrophysics (programme PřF, N-FY, specialization Teoretická fyzika)
- Upper Secondary School Teacher Training in Biology (programme PřF, N-EB)
- Upper Secondary School Teacher Training in Descriptive Geometry (programme PřF, N-MA)
- Upper Secondary School Teacher Training in Physics (programme PřF, N-FY)
- Upper Secondary School Teacher Training in Geography and Cartography (programme PřF, N-GK)
- Upper Secondary School Teacher Training in Geology (programme PřF, N-GE)
- Upper Secondary School Teacher Training in Chemistry (programme PřF, N-CH)
- Upper Secondary School Teacher Training in Mathematics (programme PřF, N-MA)
- Upper Secondary School Teacher Training in Mathematics (programme PřF, N-SS)
- Wave and Partical Optics (Eng.) (programme PřF, D-FY4)
- Wave and Partical Optics (programme PřF, D-FY4)
- Zoology (Eng.) (programme PřF, D-BI4)
- Zoology (programme PřF, D-BI4)
- Zoology (programme PřF, N-EB)
- Course objectives
- The aim of the course is:
to teach students to correctly understand important statistical concepts;
to acquaint students with simple statistical methods;
show the student how to interpret outputs from statistical software. - Learning outcomes
- Upon completing this course, students will be able to:
understand basic notation of mathematical statistics;
analyze data;
check assumptions about data;
interpret results of statistical processing. - Syllabus
- Exploratory analysis of data, diagnostics graphs.
- Random variables, probability distributions, numerical characteristics.
- Basic notions of mathematical statistics.
- Testing of normality.
- Parametrics and nonparametrics tests for one random sample and for two and more independent random samples.
- Contingency tables.
- Correlation analysis.
- Literature
- BUDÍKOVÁ, Marie, Maria KRÁLOVÁ and Bohumil MAROŠ. Průvodce základními statistickými metodami (Guide to basic statistical methods). vydání první. Praha: Grada Publishing, a.s., 2010, 272 pp. edice Expert. ISBN 978-80-247-3243-5. URL info
- MELOUN, Milan and Jiří MILITKÝ. Počítačová analýza vícerozměrných dat v příkladech. Praha: Academia, 2005. ISBN 80-200-1335-0. info
- BUDÍKOVÁ, Marie, Štěpán MIKOLÁŠ and Tomáš LERCH. Základní statistické metody. Vydání první. Brno: Masarykova univerzita, 2005, 180 pp. ISBN 80-210-3886. info
- HENDL, Jan. Přehled statistických metod zpracování dat :analýza a metaanalýza dat. Vyd. 1. Praha: Portál, 2004, 583 s. ISBN 8071788201. info
- Teaching methods
- The weekly class schedule consists of 2 hour of lecture.
- Assessment methods
- The examination is partly written (possibly in the form of a ROPOT) and partly oral. In the oral part, student presents his own statistical data analysis project. Colloquium has presentation part only, while credit is only written (possibly in the form of a ROPOT).
- Language of instruction
- Czech
- Follow-Up Courses
- Further comments (probably available only in Czech)
- The course is taught annually.
The course is taught: every week.
General note: Předmět by si neměli zapisovat studenti matematických studijních oborů. - Listed among pre-requisites of other courses
- Enrolment Statistics (recent)
- Permalink: https://is.muni.cz/course/sci/autumn2024/MAS01