Showing posts with label Statistics. Show all posts
Showing posts with label Statistics. Show all posts

Monday, 23 September 2013

Fertility Statistics

While we are talking about statistics, what do you suppose is the source for data on women's fertility? Data coming from the last 30 years? 50 years? 100 years?

This BBC Radio 4 radio programme says that the data comes from 1680 - 1810!

It has an interesting discussion about why this is the case but it does make you wonder about the validity of statistics that are generally used in public discourse. There is also a discussion about rape statistics in developing countries and a not-very-convincing defence of the figures by some UN researcher.

Maths/Stats and Politics

This report came via Mark Guzdial's Computer Science Education blog but is crying out for comment from some statisticians like the Statistician to the Stars, Dr Briggs, or Mike Flynn.

The study, reported in Mother Jones magazine (not exactly the name one would associate with unbiased reporting, I know), purports to show that strong political views affected statistical reasoning ability:

"The study, by Yale law professor Dan Kahan and his colleagues, has an ingenious design. At the outset, 1,111 study participants were asked about their political views and also asked a series of questions designed to gauge their "numeracy," that is, their mathematical reasoning ability. Participants were then asked to solve a fairly difficult problem that involved interpreting the results of a (fake) scientific study. But here was the trick: While the fake study data that they were supposed to assess remained the same, sometimes the study was described as measuring the effectiveness of a "new cream for treating skin rashes." But in other cases, the study was described as involving the effectiveness of "a law banning private citizens from carrying concealed handguns in public."

The result? Survey respondents performed wildly differently on what was in essence the same basic problem, simply depending upon whether they had been told that it involved guns or whether they had been told that it involved a new skin cream. What's more, it turns out that highly numerate liberals and conservatives were even more—not less—susceptible to letting politics skew their reasoning than were those with less mathematical ability."

Who would have thunk it!

Wednesday, 15 May 2013

The Dangers of Aggregation

 What's wrong with this Visualisation?

Look at the top level geographical presentation (i.e. all of the USA).


Pretty shocking!

Now drill down by increasing the resolution, looking say at the quite big patch of "most hate" tweets just west of Wyoming.


The dangers of aggregation!

One could also look at the U.S. East Coast for a similar effect.