It explores the economic influence of machine learning, the branch of
computational statistics that has driven much of the recent excitement around AI, the economic impact of robotics and automation, and the potential economic consequences of a still-hypothetical artificial general intelligence.
The reason to analyse the accuracy of the direction of changes is because some important papers point out the relevance of doing well for investors and policymakers (e.g., Altavilla and De Grauwe, Applied Economics, 2010; Bergmeier et al.,
Computational Statistics and Data Analysis, 2014).
Patrick Winston, a professor of AI and computer science at MIT, says it would be more helpful to describe the developments of the past few years as having occurred in "
computational statistics" rather than in AI.
Pewsey, "Symmetric circular models through duplication and cosine perturbation,"
Computational Statistics & Data Analysis, vol.
Hadi, "Derived components regression using the BACON algorithm,"
Computational Statistics & Data Analysis, vol.
"Univariate Statistical Analysis with Fuzzy Data."
Computational Statistics and Data Analysis.
The detailed
computational statistics are summarized in Table 1, and the iteration histories are shown in Figure 3 for comparison.
Computational social science can be seen as an opportunity to extend the rigor and objectivity of
computational statistics to the study of social phenomena.
L-moments and TL-Moments of the generalized lambda distribution:
Computational Statistics and Data Analysis, 51(09): 4484-4496.