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An Intuitive Explanation for the Birthday Paradox

The so-called “birthday paradox” concerns the fact that even in surprisingly small groups the probability for at least two people to share their birthdate is surprisingly high.

The combinatorics of the Birthday Paradox are not hard; in fact, it is a standard example in introductory textbooks. Yet, the typical exact treatment provides no intuitive sense for the way the probability depends on the size of the sample and the population.

Here is an approximate solution that shows that the probability in question is, in fact, a Gaussian.

Go is Weird: Strings

Having done extensive programming in C, I am not particularly spoiled when it comes to idiosyncrasies of a language’s “string” type. Yet, Go’s string types keeps tripping me up — why does it all still have to be that complicated?

Understanding Go's context Package

Go request handlers typically include a “context” value as their first argument:

func handler( ctx context.Context, ... ) { 
    ...
}

In my experience, this convention is typically fastidiously followed, but then nothing is ever done with that ctx argument. What is it really for? Unfortunately, the description in the official Go package documentation is a bit cryptic, and the type implementation itself does not reveal anything either (the default context is just an empty struct).

Properly understood, it’s actually a really convenient idiom; however, its value is not so much in the context package itself, but in some idioms in the code that use the package.

Computing the Normal Distribution Function

Every once in a while, I need to evaluate the normal distribution function $\Phi(x)$:

$$ \Phi(x) = \frac{1}{\sqrt{2 \pi}} \int_{-\infty}^x \! e^{-\frac{1}{2}t^2} \, dt $$

Unfortunately, it is not always available in the standard math libraries, and hence I have to implement a “good-enough” version myself. Here are some options.

Better Highlighting for the Emacs Region

The default highlighting of the Emacs “region” (the part of a buffer between “point” and “mark” — selected text, if any, in other words) is, out of the box, barely visible, at least against a light background. An attempt to customize it runs into an interesting problem when used in a text- or terminal-based environment, rather than a GUI.

Compiling Emacs 29 for Debian/Ubuntu/Mint

I wanted to explore some of the new features in Emacs 29 (in particular Eglot). The version of Emacs that ships with my version of Linux Mint is Emacs 27, so I decided to build Emacs 29 from scratch.

This turned out to be absolutely painless; but installing the new version seamlessly into the existing environment did cause some hang-ups.

Queueing and Occupancy: The Linear Case

Imagine a parking lot, consisting of a long, linear strip of slots. Cars enter at one end and leave by the other. Let’s also stipulate that each arriving car takes the first available slot that it encounters, that is, it will park in the first empty slot that is nearest to the parking lot entrance. Cars arrive randomly, with a given, average interarrival time $\tau_A$. Furthermore, cars occupy each slot for a random amount of time, but all with a common average dwell time $\tau_D$.

If we number the slots, starting at the entrance, we may now ask the question: what is the probability that the slot with index $n$ is occupied?