**I**n a minor key coincidence with my book review last week, I spotted this advertising board on my métro platform this morning. Announcing the diffusion of the first season of The Magicians on the French SyFy [sic] channel. (Next to this board, a more relevant one from Droit au Logement.)

## Archive for métro

## The Magicians [#2]

Posted in Books, Kids, pictures, Travel with tags advertising, Droit au Logement, France, Lev Grossman, métro, Paris, SyFy, The Magicians on October 1, 2016 by xi'an## random walk on a torus [riddle]

Posted in Books, Kids, pictures with tags An Introduction to Probability Theory and Its Applications, Bayes in Paris, combinatorics, Henry W. Gould, métro, random walk, reflection principle, Stephen Stigler, The Riddler, William Feller on September 16, 2016 by xi'anThe Riddler of this week(-end) has a simple riddle to propose, namely* given a random walk on the {1,2,…,N} torus with a ⅓ probability of death, what is the probability of death occurring at the starting point?*

The question is close to William Feller’s famous Chapter III on random walks. With his equally famous reflection principle. Conditioning on the time n of death, which as we all know is definitely absorbing (!), the event of interest is a passage at zero, or any multiple of N (omitting the torus cancellation), at time n-1 (since death occurs the next time). For a passage in zero, this does not happen if n is even (since n-1 is odd) and else it is a Binomial event with probability

For a passage in kN, with k different from zero, kN+n must be odd and the probability is then

which leads to a global probability of

i.e.

Since this formula is rather unwieldy I looked for another approach in a métro ride [to downtown Paris to enjoy a drink with Stephen Stiegler]. An easier one is to allocate to each point on the torus a probability p[i] to die at position 1 and to solve the system of equations that is associated with it. For instance, when N=3, the system of equations is reduced to

which leads to a probability of ½ to die at position 0 when leaving from 0. When letting N grows to infinity, the torus structure no longer matters and the probability of dying at position 0 implies returning in position 0, which is a special case of the above combinatoric formula, namely

which happens to be equal to

as can be [unnecessarily] checked by a direct R simulation. This √5 is actually the most surprising part of the exercise!

## Le Monde puzzle [#907]

Posted in Books, Kids, Statistics, University life with tags incomplete data, Le Monde, mathematical puzzle, métro on September 18, 2015 by xi'an**A** combinatorics (?) Le Monde mathematical puzzle:

Each day of 2014, more than half of the 365 Paris métro drivers are at work. What is the minimal number of drivers one should consider to be sure to include at least a driver for each day of the year?

I may be missing an item of information from the puzzle: since at least 183 drivers are at work every day, if I select 183 drivers at random, there remain 182 further drivers. Even in the most extreme case where the 182 further drivers are at work every day of the year, there will be at least one of the 183 selected drivers at work every day. Conversely, if I select 182 or less drivers, one configuration is that the 183 or more remaining drivers are the ones always at work…