To do list

[ben18785]

• [ ] Check implementation of all means and variances by comparing outputs with their known values.
• [x] Check that slider values are sensible. For example, all sliders that can take integer values should take integer values; those that take reals should take reals (at the moment some have integer steps which could confuse people).
• [x] Add formulae for all models.
• [x] Add latex code.
• [x] Add R code.
• [x] Add Python code.
• [x] Add Matlab code.
• [x] Add Mathematica code.
• [ ] Add Julia code.
• [ ] Add C++ code.
• [ ] Add C code.
• [ ] Add Fortran code.
• [ ] Add BUGS code.
• [ ] Add JAGS code.
• [x] Add Stan code.
• [ ] Add PyMC3 code.

[ben18785]

Checking slider values. The following have misleading sliders:

• [x] Log-normal - mean
• [x] t - mode and degrees of freedom
• [x] Cauchy - location parameter
• [x] half-Cauchy - location parameter
• [x] Logit-normal - mu parameter
• [x] Wishart - degrees of freedom
• [x] inverse-Wishart - degrees of freedom
• [x] LKJ

[ben18785]

Outstanding formulae required:

• [x] Exponential
• [x] Gamma
• [x] Student-t
• [x] Beta
• [x] Cauchy
• [x] half-Cauchy
• [x] Inverse-gamma
• [x] Inverse-chi-squared
• [x] Logit-Normal
• [x] Bernoulli
• [x] Binomial
• [x] Poisson
• [x] Negative-Binomial
• [x] Beta-Binomial
• [x] Multivariate normal
• [x] Multivariate Student-t
• [x] Multinomial
• [x] Wishart
• [x] Inverse-Wishart
• [x] LKJ
• [x] Dirichlet