| Language of instruction : English |
| Exam contract: not possible |
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Sequentiality
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Mandatory sequentiality bound on the level of programme components
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Following programme components must have been included in your study programme in a previous education period
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Concepts of Bioinformatics DL (3584)
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4.0 stptn |
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Concepts of Probability and Statistics DL (3220)
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5.0 stptn |
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Linear Models DL (3577)
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5.0 stptn |
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| Degree programme | | Study hours | Credits | P1 SBU | P1 SP | 2nd Chance Exam1 | Tolerance2 | Final grade3 | |
 | second year Master Bioinformatics - distance learning | Compulsory | 81 | 3,0 | 81 | 3,0 | Yes | No | Numerical |  |
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| | | Learning outcomes |
- EC
| The student is capable of acquiring new knowledge. | - EC
| The student can work in a multidisciplinary, intercultural, and international team. | - EC
| The student is an effective written and oral communicator, both within their own field as well as across disciplines. | - EC
| The student is able to correctly use the theory, either methodologically or in an application context or both, thus contributing to scientific research within the field of statistical science, data science, or within the field of application. |
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| | EC = learning outcomes DC = partial outcomes BC = evaluation criteria |
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Microarray technology and High dimensional omics datasets, Data processing, Asymptotic versus resampeling based inference, Statistical analysis of high dimensional data, group comparisons, Multiplicity, Exploratory versus Supervise analysis, Class prediction and Classification, Statistical modeling of microarray data, linear mixed models and their use in the high dimensional data setting
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Distance learning ✔
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Project ✔
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Period 1 Credits 3,00
| Evaluation method | |
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| Oral exam | 50 % |
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| Other | Questions about the content/materials of the final project |
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| Off campus online evaluation/exam | ✔ |
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| For the full evaluation/exam | ✔ |
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| Recommended reading |
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Exploration and Analysis of DNA Microarray and Protein Array Data,Dhammika Amaratunga; Javier Cabrera and Ziv Shkedy,Wiley,9780471273981,Available as e-book: https://ebookcentral.proquest.com/lib/ubhasselt/detail.action?docID=1602916&pq-origsite=summon |
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| second year Master Biostatistics - distance learning | Optional | 81 | 3,0 | 81 | 3,0 | Yes | Yes | Numerical | |
| second year Data Science - distance learning | Optional | 81 | 3,0 | 81 | 3,0 | Yes | Yes | Numerical | |
| second year Quantitative Epidemiology - distance learning | Optional | 81 | 3,0 | 81 | 3,0 | Yes | Yes | Numerical | |
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| | | Learning outcomes |
- EC
| The student is capable of acquiring new knowledge. | - EC
| The student can critically appraise methodology and challenge proposals for and reported results of data analysis. | - EC
| The student can work in a multidisciplinary, intercultural, and international team. | - EC
| The student is an effective written and oral communicator, both within their own field as well as across disciplines. | - EC
| The student can put research and consulting aspects of one or more statistical fields into practice. | - EC
| The student is able to correctly use the theory, either methodologically or in an application context or both, thus contributing to scientific research within the field of statistical science, data science, or within the field of application. |
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| | EC = learning outcomes DC = partial outcomes BC = evaluation criteria |
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Microarray technology, Data processing, Normalization techniques, Asymptotic versus resampeling based inference, Statistical analysis of microarray data, group comparisons, Multiplicity, Exploratory versus Supervise analysis, Class prediction and Classification, Statistical modeling of microarray data, Linear mixed models and their used in the microarray.
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Distance learning ✔
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Project ✔
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Period 1 Credits 3,00
| Evaluation method | |
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| Oral exam | 50 % |
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| Other | Questions about the content/materials of the final project |
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| Off campus online evaluation/exam | ✔ |
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| For the full evaluation/exam | ✔ |
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| Recommended reading |
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Exploration and Analysis of DNA Microarray and Protein Array Data,Dhammika Amaratunga; Javier Cabrera and Ziv Shkedy,Wiley,9780471273981,Available as e-book: https://ebookcentral.proquest.com/lib/ubhasselt/detail.action?docID=1602916&pq-origsite=summon |
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1 Education, Examination and Legal Position Regulations art.12.2, section 2. |
| 2 Education, Examination and Legal Position Regulations art.16.9, section 2. |
3 Education, Examination and Legal Position Regulations art.15.1, section 3.
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| Legend |
| SBU : course load | SP : ECTS | N : Dutch | E : English |
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