Dr Mircea Zloteanu πŸŒΊπŸŒžπŸƒMar 9

#statstab #501 Prediction intervals for GLMs

Thoughts: Sometimes the prediction of the next dat point can be [0,1]. Not very useful.

#prediction #uncertainty #predictionintervals #glm #binomial #probability

https://fromthebottomoftheheap.net/2017/05/01/glm-prediction-intervals-i/

Prediction intervals for GLMs part I

One of my more popular answers on StackOverflow concerns the issue of prediction intervals for a generalized linear model (GLM). My answer really only addresses how to compute confidence intervals for parameters but in the comments I discuss the more substantive points raised by the OP in their question. Lately...

From the Bottom of the Heap
Dr Mircea Zloteanu πŸŒΊπŸŒžπŸƒFeb 12

#statstab #484 Prediction Interval for a New Response

Thoughts: I think often researchers want to report a PI instead of a CI, at least based on what they claim in the discussion.

#prediction #newstudy #predictionintervals

https://online.stat.psu.edu/stat501/lesson/3/3.3

3.3 - Prediction Interval for a New Response | STAT 501

Enroll today at Penn State World Campus to earn an accredited degree or certificate in Statistics.

PennState: Statistics Online Courses
Dr Mircea Zloteanu πŸŒΊπŸŒžπŸƒAug 21, 2024

#statstab #163 Calculating and Interpreting Prediction Intervals in the Context of Replications

Thoughts: "Will this finding replicate?" That's the main question. Maybe Prediction Intervals can help.

#predictionintervals #metascience
#reproducibility

https://doi.org/10.1177/25152459231217932