This study is hopelessly naive. It's like trying to predict the motions of the stock market.<p>I have worked on airline pricing software, and have seen the dirty bowels where your airfare is cooked up.<p>The truth is that pricing rules are so complicated that occasionally even the people who are supposedly in charge of these things are not entirely able to predict or explain the prices.<p>Airline cabins are broken up into a dozen or more "fare classes", with a set number of seats available in each class. As you move towards the back, things get cheaper. As fare classes sell out, the prices for all fare classes on the flight will be moved up.<p>Travel between a particular pair of airports does have a base underlying fare, but so many special rules apply based on day of week, length of stay, holidays, and more that prediction is a lost cause.<p>If the airline suspects you are a business traveler, you will be charged much more. Round trips within a business week are tip-offs. Saturday night stays mark you as a leisure traveler.<p>If you are traveling on routes that the airline is trying to promote, or on which they are competing on fares with another airline, you may pay less.<p>If you wait until the last minute to purchase, you will almost certainly pay much more -- unless the flight is nearly empty (and the airline can figure this out), in which case you will not.<p>If part of your journey connects you through another airline, special rates apply.<p>If you are military, special rates apply.<p>All of these rules and many more go into a soup and the "pricing engine" is supposed to sort it all out. Afterwards, there may be significant debugging as the engineers try to explain why some fares have been applied.<p>When a competing airline surprises everyone by having extra-low fares, a sudden panic may set in, and new, "high priority" rules may be put into place to override the pricing engine to be competitive. These new rules may or may not stick around forever, where they complicate future pricing puzzles.<p>Then, of course, the actual tickets are sold through various online intermediaries, where pricing enters a whole new realm of negotiation, bulk sales, markdown and markup.<p>Hey, it's better than the 60's, when all this stuff happened on paper, and it wasn't until an hour before departure that the airline even knew how many people would show up at the door of the plane.<p>Southwest was one of the first to bust through this morass. One of the many reasons that Southwest kicked everyone's ass was their ability to set prices simply and predictably, and the fact that all of their tickets are sold direct to the customer with no intermediaries.