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 ...

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 ...

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 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 ...

The MA program in Statistics provides advanced preparation in fundamental statistical theory and methods through a combination of traditional courses and electives in addition to modern topics in ...

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.

Statistical Learning Theory provides a mathematical framework for understanding how algorithms infer predictive rules from data. At its core lies the notion of risk: the expected loss of a model on ...