Simon Fraser University

Example 7.3: Model for Series J Data from Box and Jenkins

This example uses the Series J data from Box and Jenkins (1976). First the input series, X, is modeled with a univariate ARMA model. Next, the dependent series, Y, is cross correlated with the input ...
Simon Fraser University

Specifying Inputs and Transfer Functions

Input variables and transfer functions for them may be specified using the INPUT= option on the ESTIMATE statement. The variables used on the INPUT= option must be included in the CROSSCORR= list in ...
Nature

Characterization and modelling of interspecies electron transfer mechanisms and microbial community dynamics of a syntrophic association

Figure 1: Integrated framework for modelling syntrophy and direct electron transfer. Figure 2: Carbon and electron flow in the consortium. In addition to characterizing the syntrophy at the level of ...
Geeky Gadgets

AI transfer learning from large language models explained

Transfer learning has emerged as a pivotal strategy, particularly in the realm of large language models (LLMs). But what exactly is this concept, and how does it revolutionize the way AI systems learn ...
JSTOR Daily

Simulation and Analysis of Combustion and Heat Transfer in Low Heat Rejection Diesel Engine Using Two Zone Combustion Model and Different Heat Transfer Models

P. Tamilporai, N. Baluswamy, P. Mannar Jawahar, S. Subramaniyam, S. Chandrasekaran, K. Vijayan, S. Jaichandar, J. Janci Rani and K. Arunachalam A comprehensive ...