Please Answer all questions, i have no idea why people only wrote 3 answers. You
ID: 3267416 • Letter: P
Question
Please Answer all questions, i have no idea why people only wrote 3 answers. You can answer form question 4-7Link is below:
https://connect.sfu.ca/service/home/~/?loc=en_US&id=20803&part=2
Styles For this assignment, read "Chapter 12-Evidence Based Data Analysis" of the book Reproducible Report Writing, by Roger Peng, and answer the questions below in 1-2 sentences each. 01: What is the difference between reproducible and replicable? Q2a: What are some benefits to reproducible studies? Q2b: What are some limitations to these benefits? Q3: What does the author mean by "evidence based data analysis"? 04: Other than the time it took to fix it, what was the most concerning thing about the errors in Potti's research? Q5: Give two ways that the bins in an "evidence based histogram" are determined Q6: What does the author say is the most important advantage of "evidence based reproducible research Q7: What does the author mean by benchmarking a method?
Explanation / Answer
1)"Reproducible" implies that something can be recreated by iterating through steps to get an identical result as was received initially.
"Replicable" implies that something can be duplicated, essentially.
In this situation, Reproducible would be the recommended word to use.
2(a and b) Reproducible (computational) Research is crucial to produce transparent and high quality scientific papers.
First, we illustrate the benefits that scientific community can receive from the adoption of Reproducible Research standards in the analysis of high-throughput omic data.
Then, we describe several tools useful to researchers to increase the reproducibility of their works. Moreover, we face the advantages and limits of reproducible research and how they could be addressed and solved.
Overall, this paper should be considered as a proof of concept on how and what characteristic - in our opinion - should be considered to conduct a study in the spirit of Reproducible Research.
Therefore, the scope of this paper is two-fold. The first goal consists in presenting and discussing some easy-to-use instruments for data analysts to promote reproducible research in their analyses.
The second aim is to encourage developers to incorporate automatic reproducibility features in their tools.
3) evidence based data analysis: most data analysis involve stringing together many different tools and methods.
Some methods may be standred for a given field but others are often applied adhoc.
We should apply throughly studied(via statistical research) mutually agreed upon methods to analyze data whenever possible
There should be evidence to justify the application of given data method