Here is link to the COMPARE project, an incredible, though depressing, project designed to check if clinical trials are following their preregistered analysis plans when published. Pre-registration is a great technique to help draw a bright line between planned and…
Introduction to the New Statistics
The online community and blog for ITNS
Month: August 2016
Draw your own data tool
Sometimes it is nice to be able to make up a set of data to explore. Here is a cool tool that makes it easy to craft your own data set: just draw the data and you will instantly see…
Criminal justice and the perils of regression analysis
Regression analysis is incredible–it can literally help us predict the future based on patterns observed in the past. There are many pitfalls, however, to using regression. First, the correlations observed in the past may not apply to new cases or…
Tagged with: Regression
New Stats blog: NeuRA Ahead of the Open Science Curve https://thenewstatistics.com/itns/2019/12/07/neura-ahead-of-the-open-science-curve/
flashbulb memory: @dstephenlindsay was visiting, and we went to Geoff Cummings’s talk. As it all sunk in, we slid down our chairs in horror. The next day, I starting fixing things in my lab—but Steve started fixing all of psychological science. https://journals.sagepub.com/doi/full/10.1177/0956797619893653
Bootstrap methods are not a license to use small sample sizes:
“When sample sizes are too small, no amount of bootstrapping can lead to reliable inferences because the skewness and the tails of certain distributions cannot be captured properly.”
https://psyarxiv.com/kxarf/
New Stats blog: I Join an RCT: A View From the Other Side https://thenewstatistics.com/itns/2019/11/27/i-join-an-rct-a-view-from-the-other-side/
Back in April the British Neuroscience Association adopted reforms to enhance research credibility (@robustgar):
https://journals.sagepub.com/doi/full/10.1177/2398212819844167
So impressed with this statement.
So envious of the BNA--way ahead of @SfNJournals on these issues (though good steps at eNeuro).
Today I'm thankful for any graduate program whose LoR portal requires only a letter upload and none of those rating scales.
Its only p-hacking if it comes from the pihâque region of France. Otherwise it's just sparkling malpractice
New Stats blog: Replications: How Should We Analyze the Results? https://thenewstatistics.com/itns/2019/11/22/replications-how-should-we-analyze-the-results/
We examined close to 1 million confidence intervals in PubMed abstracts and found a huge and unbelievable number of intervals that were just below the magic 0.05 statistically significant threshold https://bmjopen.bmj.com/content/9/11/e032506.full, with @Jonathan_D_Wren
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