The Lorentz transformation is a set of linear transformations to convert from events in one frame of reference to another. It can be thought of as an generalization of the Galilean transformation to higher velocities.
Alternatively expanding the partitioned matrix for a 3d space gives us
this value
In this example the multiplication between the event and
Expanding out for each term gives us the following equations for each dimension
With