Skip to main content

beta: Evidence-based Software Engineering – book

[This article was first published on The Shape of Code » R, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here)
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.

My book, Evidence-based software engineering: based on the publicly available data is now out on beta release (pdf, and code+data). The plan is for a three-month review, with the final version available in the shops in time for Christmas (I plan to get a few hundred printed, and made available on Amazon).

The next few months will be spent responding to reader comments, and adding material from the remaining 20 odd datasets I have waiting to be analysed.

You can either email me with any comments, or add an issue to the book’s Github page.

While the content is very different from my original thoughts, 10-years ago, the original aim of discussing all the publicly available software engineering data has been carried through (in some cases more detailed data, in greater quantity, has supplanted earlier less detailed/smaller datasets).

The aim of only discussing a topic if public data is available, has been slightly bent in places (because I thought data would turn up, and it didn’t, or I wanted to connect two datasets, or I have not yet deleted what has been written).

The outcome of these two aims is that the flow of discussion is very disjoint, even disconnected. Another reason might be that I have not yet figured out how to connect the material in a sensible way. I’m the first person to go through this exercise, so I have no idea where it’s going.

The roughly 620+ datasets is three to four times larger than I thought was publicly available. More data is good news, but required more time to analyse and discuss.

Depending on the quantity of issues raised, updates of the beta release will happen.

As always, if you know of any interesting software engineering data, please tell me.

To leave a comment for the author, please follow the link and comment on their blog: The Shape of Code » R.
R-bloggers.com offers daily e-mail updates about R news and tutorials about learning R and many other topics. Click here if you're looking to post or find an R/data-science job.
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.


from R-bloggers https://ift.tt/2CXifDv
via IFTTT
Labels:

Comments

Post a Comment

Popular posts from this blog

Explaining models with Triplot, part 1

[This article was first published on R in ResponsibleML on Medium , and kindly contributed to R-bloggers ]. (You can report issue about the content on this page here ) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. Explaining models with triplot, part 1 tl;dr Explaining black box models built on correlated features may prove difficult and provide misleading results. R package triplot , part of the DrWhy.AI project, is aiming at facilitating the process of explaining the importance of the whole group of variables, thus solving the problem of correlated features. Calculating the importance of explanatory variables is one of the main tasks of explainable artificial intelligence (XAI). There are a lot of tools at our disposal that helps us with that, like Feature Importance or Shapley values, to name a few. All these methods calculate individual feature importance for each variable separately. The problem arises when features used ...
Post a Comment
Read more

The con behind every wedding

With her marriage on the rocks, one writer struggles to reconcile her cynicism about happily-ever-after as her own children rush to tie the knot A lavish wedding, a couple in love; romance was in the air, as it should be when two people are getting married. But on the top table, the mothers of the happy pair were bonding over their imminent plans for … divorce. That story was told to me by the mother of the bride. The wedding in question was two summers ago: she is now divorced, and the bridegroom’s parents are separated. “We couldn’t but be aware of the crushing irony of the situation,” said my friend. “There we were, celebrating our children’s marriage, while plotting our own escapes from relationships that had long ago gone sour, and had probably been held together by our children. Now they were off to start their lives together, we could be off, too – on our own, or in search of new partners.” Continue reading... The Guardian http://ift.tt/2xZTguV October 07, 2017 at 09:00AM
Post a Comment
Read more