Palacký University Olomouc
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for academic year 2024/2025
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Course: Advanced Statistics for Quantitative Research

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Course title Advanced Statistics for Quantitative Research
Course code DAS/ASQR
Organizational form of instruction Seminary
Level of course Bachelor
Year of study not specified
Semester Winter and summer
Number of ECTS credits 4
Language of instruction English
Status of course Compulsory-optional
Form of instruction Face-to-face
Work placements This is not an internship
Recommended optional programme components None
Course availability The course is available to visiting students
Lecturer(s)
  • Shin Gyu-Ho, PhD.
Course content
Advanced statistical methods

Learning activities and teaching methods
unspecified
Learning outcomes
This course provides students with opportunities to (i) learn advanced statistical methods and (ii) apply them to their own research projects. Topics include (linear/logistic) regression, structural equation modelling, mixed-effects modelling, along with data transformation (subject to change). Students are afforded an opportunity to work with R (a famous computational language for statistics and visualisations) under the environment of Rstudio (an integrated development environment) in their projects and data analysis assignments. In addition, students are expected to design their own research project in the form of a research proposal, with emphasis on statistical modelling.

Prerequisites
unspecified

Assessment methods and criteria
unspecified
active participation, attendance, fulfilling assignments (mini projects - statistical analysis of the given dataset, 2 pages & assigned reading), final project (research proposal - max 15 pages of research question/hypothesis, bachground, methods, expected results, references)
Recommended literature


Study plans that include the course
Faculty Study plan (Version) Category of Branch/Specialization Recommended year of study Recommended semester
Faculty: Faculty of Arts Study plan (Version): Indonesian Studies (2022) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Vietnamese Philology (2023) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Chinese Studies (2023) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Asian Studies, Specialization Indonesian Language and Culture (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Asian Studies (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Asian Studies, Specialization Vietnamese Language and Culture (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Korean Studies (2023) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Korean for Business (2023) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Indonesian Studies for Tourism (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Korean Studies (2022) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Vietnamese Philology (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Asian Studies, Specialization Korean Language and Culture (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Japanese Philology (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Indonesian Studies for Tourism (2023) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Asian Studies, Specialization Chinese Language and Culture (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Korean for Business (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Chinese Studies (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Faculty: Faculty of Arts Study plan (Version): Asian Studies, Specialization Japanese Language and Culture (2019) Category: Philological sciences - Recommended year of study:-, Recommended semester: -
Palacký University Olomouc, date of update: 01.05.2025 23:59. Data created for academic year 2024/2025