At these concentrations, nitrate isn’t a particular concern. I’m more interested in establishing how much accumulates between water changes, particularly as the new plants become established.

Next measurement in a week.

#aquarium #fishkeeping #Bayes #Statistics #mathober

With 10 panda corydoras, 7 platies, 2 honey gourami and an increasing number of plants, I’m interested in the balance between feeding, nitrate production and plant uptake.

#aquarium #fishkeeping #Bayes #Statistics #mathober

#aquarium #fishkeeping #Bayes #Statistics #mathober

The previous measurements had pushed the estimates upwards. Today’s results have pulled them back down.

From a #fishkeeping perspective, the lower readings are encouraging.

#Bayes #Statistics #mathober #maths

2. How much did it change what the filter knew afterwards?

The distinction turns out to be quite useful.

#Aquarium #Fishkeeping #Bayes #Statistics #mathober #Maths

#statstab #626 Goal-Driven Flexible Bayesian Design

Thoughts: Bayes allows you to design informative studies and anticipate issues.

#bayesian #bayes #design #simulation #rct #tutorial #inference #mcid #equivalence #efficacy #estimation #noninferiority

hbiostat.org/bayes/design

In ML land if you find your model not doing well on a task, you just increase the size of the model and the amount of training data. What's the equivalent move in Bayesian Inference? Is misspecification a self-imposed limitation driven by the computational expense of our inference methods?

#bayes

#statstab #616 The brms Book: Applied Bayesian Regression
Modelling Using R and Stan (Early Draft)

Thoughts: {brms} is a main package fir bayesian stats. A must to know.

#brms #bayes #bayesian #modelling #book #tutorial #regression #stan #rstats #r

paulbuerkner.com/software/brm...

Social Epistemology -journaalissa Merlin Herrick kirjoittaa salaliittoteorioinnista bayesilaisena painajaisena, https://www.tandfonline.com/doi/full/10.1080/02691728.2026.2700294#abstract

#conspiracy #epistemology #social #socialEpistemology #bayes #filosofia #philosophy #ajattelu #thinking

#statstab #611 How to practise Bayesian statistics outside the
Bayesian church: What philosophy for Bayesian statistical modelling?

Thoughts: A comment on the last statstab on the philosophy of Bayesian.

#philosophy #bayes #inference #bayesian

bpspsychub.onlinelibrary.wiley.com/doi/epdf/10....