Skip to main content

Ben Lambert. 2018. A Student’s Guide to Bayesian Statistics.

Ben Goodrich, in a Stan forums survey of Stan video lectures, points us to the following book, which introduces Bayes, HMC, and Stan:

If Ben Goodrich is recommending it, it’s bound to be good. Amazon reviewers seem to really like it, too. You may remember Ben Lambert as the one who finally worked out the bugs in our HMM code for Stan for animal movement models; I blogged about it a couple years ago and linked the forum discussions where it was being worked out.

The linked page has answers to the exercises and an associated Shiny app for exploring distributions. There are also videos for a course based on the book:

I haven’t seen a copy, but I am very curious about the section titled “Bob’s bees in a house”, as it’s an example I’ve used in courses. I didn’t come up with the analogy—I borrowed it from a physics presentation on equilibrium in gases or something like that I’d seen somewhere.

Does anyone know if the Kindle version of this book is readable? Living and working in NYC, I have very limited space for physical books.



from Statistical Modeling, Causal Inference, and Social Science https://ift.tt/2U2QvoF
via IFTTT

Comments

Popular posts from this blog

Solving Van der Pol equation with ivp_solve

Van der Pol’s differential equation is The equation describes a system with nonlinear damping, the degree of damping given by μ. If μ = 0 the system is linear and undamped, but for positive μ the system is nonlinear and damped. We will plot the phase portrait for the solution to Van der Pol’s equation in Python using SciPy’s new ODE solver ivp_solve . The function ivp_solve does not solve second-order systems of equations directly. It solves systems of first-order equations, but a second-order differential equation can be recast as a pair of first-order equations by introducing the first derivative as a new variable. Since y is the derivative of x , the phase portrait is just the plot of ( x , y ). If μ = 0, we have a simple harmonic oscillator and the phase portrait is simply a circle. For larger values of μ the solutions enter limiting cycles, but the cycles are more complicated than just circles. Here’s the Python code that made the plot. from scipy import linspace from ...

Lawyer: 'Socialite Grifter' Anna Sorokin 'Had To Do It Her Way' (And Steal $275,000)

Opening statements were made in the "Socialite Grifter" trial on Wednesday, and both sides provided extremely different reasons why Anna Sorokin allegedly scammed a number of people and institutions out of $275,000. [ more › ] Gothamist https://ift.tt/2HXgI0E March 29, 2019 at 12:33AM

NYC's Deadliest Trash Hauling Company Is Going Out Of Business

Sanitation Salvage, the embattled private trash hauling company responsible for two deaths and countless safety violations , has surrendered its license and is going out of business. The company announced the decision in a letter sent to the Business Integrity Commission this week, city officials said. [ more › ] Gothamist https://ift.tt/2TYFVLx November 28, 2018 at 07:14PM