Statistical theory provides the mathematical framework for drawing conclusions from data by modelling random phenomena through probability distributions. At its core lie methods for estimating ...

Statistical mechanics is one of the pillars of modern physics. Ludwig Boltzmann (1844–1906) and Josiah Willard Gibbs (1839–1903) were its primary formulators. They both worked to establish a bridge ...

This online data science specialization is designed to provide you with a solid foundation in probability theory in preparation for the broader study of statistics. The specialization also introduces ...

Purdue University’s online Master's in Applied Statistics prepares students to advance theory, methods and computing for the purpose of meeting today’s emerging science and technology by including ...

Reliable fault detection is essential for safe, efficient, and sustainable industrial processes. This paper proposes a Canonical Correlation Analysis (CCA)-based fault detection framework with ...

The Department of Mathematics and Statistics offers a number of programs for graduate-level training in probability, statistical theory, and the practice of statistics and data science. The Ph.D.

The results of new experiments validate the idea that there exists a statistical mechanics framework for granular materials. Figure 1: New experiments that measure the volume statistics of a container ...

A topic in the theory of statistics, such as probability theory, Bayesian statistical theory, statistical decision theory, martingales and stochastic integrals. The fourth number of the course code ...