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PhD in bioinformatics/biostatistics | ||
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## Test Statistics | ||
## Test statistics | ||
Six candidates were short-listed for the technical interview at MOS, one at a foreign institute. | ||
1. Choice of programming languages | ||
<src img="language.tiff" width="700"> | ||
### 1. Choice of programming languages | ||
<img src="language.png" width="500"> | ||
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2. Average scores of 10 questions | ||
<src img="avg.tiff" width="700"> | ||
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### 2. Average scores of 10 questions | ||
<img src="avg.png" width="500"> | ||
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## General feedback by question | ||
Q1. statisfactory performance with the highest average score. However, it is observed that candidate spent too much time (~10 mins), indicating that they were not very familiar with basic list and set operation | ||
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Q2. moderate performance, many candidates seem to be oblivious about the data type `string` and had little idea in common string operation | ||
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Q3. moderate performance indicates inadequate knowledge in the concept of sample vs population statistics. (Indeed, the answers could have been guessed with some common sense: the general reason of using more samples is to reduce sample variance and avoid extreme.) | ||
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Q4. only one candidate got the correct answer (I am impressed!), most candidates were unable to differentiate normal distribution and standard normal distribution (which is a special case of normal distribution) | ||
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Q5. satisfactory performance, most candidates got at least 5a correct. | ||
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Q6. satisfacotry performance, most candidates were familiar with the basic conditional operators and iteration | ||
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Q7. no candidates could correctly compute the maximum, indicating inadequate experience in programming, especially in the use of variable | ||
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Q8. satisfactory performance, most candidates understood the concept of recurrence, though computing it using iteration reminded a challenge | ||
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Q9. moderate performance. Q9 is very similar to Q8, only that one had to compute the two preceding terms (in addition to one). Only two candidates got the correct answer: one with recursion and one with iteration, I am very impressed! | ||
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Q10. no one could secure any marks from Q10. Indeed, the number-of-route problem is a combinatorics in a disguised form. If you are interested, please see the detailed explaination in the suggested answer. | ||
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## General advice | ||
1. If you use Python 2, switch to Python 3 ASAP! | ||
2. Code more, code more, and code more! | ||
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$*$ If you have questions, please do not hesitate to contact me via email([email protected]) or [LinkedIn](https://www.linkedin.com/in/tianlin-he-b8332b98/) | ||
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$*$ You may freely use and spread the questions and answers as you wish. Just direct to this address: [bioinf-stat-interview](https://github.com/tianlinhe/hannover) | ||
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