| 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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Programming in R (4406)
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3.0 stptn |
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Advising sequentiality bound on the level of programme components
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Following programme components are advised to also be included in your study programme up till now.
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Data Management (4405)
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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 | |
 | 2nd year Master Bioinformatics | Compulsory | 81 | 3,0 | 81 | 3,0 | Yes | Yes | Numerical |  |
| 2nd year Master Bioinformatics - icp | Compulsory | 81 | 3,0 | 81 | 3,0 | Yes | Yes | Numerical | |
| 2nd year Master Biostatistics | Compulsory | 81 | 3,0 | 81 | 3,0 | Yes | Yes | Numerical | |
| 2nd year Master Biostatistics - icp | Compulsory | 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 has the habit to assess data quality and integrity. | - 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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Simulations, Monte Carlo methods, Bootstrap techniques, Randomization methods, Permutation methods.
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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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| Other exam | 50 % |
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| Other | Written project (in three parts). |
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Second examination period
| Evaluation second examination opportunity different from first examination opprt | |
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| Compulsory course material |
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| Recommended reading |
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- Bootstrap Methods and their Application,A. C. Davison; D. V. Hinkley,Cambridge University Press,9780521573917,Available as e-book: https://ebookcentral-proquest-com.bib-proxy.uhasselt.be/lib/ubhasselt/detail.action?docID=1218089&pq-origsite=summon
- An Introduction to the Bootstrap,Bradley Efron; R.J. Tibshirani,Chapman and Hall/CRC,9780412042317,Available as e-book: https://www-taylorfrancis-com.bib-proxy.uhasselt.be/books/mono/10.1201/9780429246593/introduction-bootstrap-bradley-efron-tibshirani
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| 2nd year Master Data Science | Optional | 81 | 3,0 | 81 | 3,0 | Yes | Yes | Numerical | |
| 2nd year Master Quantitative Epidemiology | Optional | 81 | 3,0 | 81 | 3,0 | Yes | Yes | Numerical | |
| Exchange Programme Statistics | 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 work in a multidisciplinary, intercultural, and international team. |
|
| | EC = learning outcomes DC = partial outcomes BC = evaluation criteria |
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Simulations, Monte Carlo methods, Bootstrap techniques, Randomization methods, Permutation methods.
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Period 1 Credits 3,00
| Evaluation method | |
|
| Oral exam | 50 % |
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| Other | Questions about the content/materials of the final project. |
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| Other exam | 50 % |
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| Other | Written project (in three parts). |
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Second examination period
| Evaluation second examination opportunity different from first examination opprt | |
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| Compulsory course material |
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| Recommended reading |
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- Bootstrap Methods and their Application,A. C. Davison; D. V. Hinkley,Cambridge University Press,9780521573917,Available as e-book: https://ebookcentral-proquest-com.bib-proxy.uhasselt.be/lib/ubhasselt/detail.action?docID=1218089&pq-origsite=summon
- An Introduction to the Bootstrap,Bradley Efron; R.J. Tibshirani,Chapman and Hall/CRC,9780412042317,Available as e-book: https://www-taylorfrancis-com.bib-proxy.uhasselt.be/books/mono/10.1201/9780429246593/introduction-bootstrap-bradley-efron-tibshirani
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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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