Traditionally, statistics and music are not generally associated with each other. However, ...intelligent... music software, computer digitization, and other advanced techniques and technologies have precipitated the need for standard statistical models to answer basic musicological questions. Statistics In Musicology presents an unprecedented intr

chapter 1|22 pages

Some mathematical foundations of music

chapter 2|58 pages

Exploratory data mining in musical spaces

chapter 4|32 pages

Time series analysis

chapter 5|30 pages

Hierarchical methods

chapter 6|18 pages

Markov chains and hidden Markov models

chapter 7|18 pages

Circular statistics

chapter 8|16 pages

Principal component analysis

chapter 9|12 pages

Discriminant analysis

chapter 10|14 pages

Cluster analysis

chapter 11|8 pages

Multidimensional scaling