Results 31 to 40 of about 26,575,973 (337)

Machine learning and statistical models for predicting indoor air quality.

Indoor Air: International Journal of Indoor Environment and Health, 2019
Indoor air quality (IAQ), as determined by the concentrations of indoor air pollutants, can be predicted using either physically-based mechanistic models or statistical models that are driven by measured data.
Wenjuan Wei, O. Ramalho, Laeticia Malingre, S. Sivanantham, John C. Little, C. Mandin   +5 more
semanticscholar   +1 more source

Mapping 3D printed part density and filament flow characteristics in the material extrusion (MEX) process for filled and unfilled polymers

Virtual and Physical Prototyping
Material extrusion (MEX) 3D printing offers a promising avenue for fabricating metal and ceramic components, where highly loaded polymer filaments are 3D-printed and sintered.
Kameswara Pavan Kumar Ajjarapu, Roshan Mishra, Rajiv Malhotra, Kunal H. Kate   +3 more
doaj   +1 more source

Incorporating Prior Knowledge of Principal Components in Genomic Prediction

Frontiers in Genetics, 2018
Genomic prediction using a large number of markers is challenging, due to the curse of dimensionality as well as multicollinearity arising from linkage disequilibrium between markers.
Sayed M. Hosseini-Vardanjani, Mohammad M. Shariati, Hossein Moradi Shahrebabak, Mojtaba Tahmoorespur   +3 more
doaj   +1 more source

Economic Valuation of Mangroves and a Linear Mixed Model-Assisted Framework for Identifying Its Main Drivers: A Case Study in Benin

Land, 2023
Mangroves are brackish wetland ecosystems found in tropical areas. They are highly productive ecosystems that contribute to the economic empowerment of local communities.
Corine Bitossessi Laurenda Sinsin, Alice Bonou, Kolawolé Valère Salako, Rodrigue Castro Gbedomon, Romain Lucas Glèlè Kakaï   +4 more
doaj   +1 more source

Visualising statistical models using dynamic nomograms

PLoS ONE, 2019
Translational Statistics proposes to promote the use of Statistics within research and improve the communication of statistical findings in an accurate and accessible manner to diverse audiences.
Amirhossein Jalali, A. Alvarez-Iglesias, Davood Roshan, J. Newell   +3 more
semanticscholar   +1 more source

How Machine Learning and Statistical Models Advance Molecular Diagnostics of Rare Disorders Via Analysis of RNA Sequencing Data

Frontiers in Molecular Biosciences, 2021
Rare diseases, although individually rare, collectively affect approximately 350 million people worldwide. Currently, nearly 6,000 distinct rare disorders with a known molecular basis have been described, yet establishing a specific diagnosis based on ...
Lea D. Schlieben, Lea D. Schlieben, Holger Prokisch, Holger Prokisch, Vicente A. Yépez, Vicente A. Yépez   +5 more
doaj   +1 more source

Mathematical Foundations of Infinite-Dimensional Statistical Models

, 2015
1. Nonparametric statistical models 2. Gaussian processes 3. Empirical processes 4. Function spaces and approximation theory 5. Linear nonparametric estimators 6. The minimax paradigm 7. Likelihood-based procedures 8. Adaptive inference.
E. Giné, Richard Nickl
semanticscholar   +1 more source

Active Learning with Statistical Models [PDF]

Neural Information Processing Systems, 1996
For many types of learners one can compute the statistically "optimal" way to select data. We review how these techniques have been used with feedforward neural networks [MacKay, 1992; Cohn, 1994].
D. Cohn, Zoubin Ghahramani, Michael I. Jordan   +2 more
semanticscholar   +1 more source

Principles and Criteria for using Statistical Parametric Models and Conditional Models for Valuation of Multi-Component Real Estate

Real Estate Management and Valuation, 2019
The complexity of multi-component real properties results from the possibility of identifying various components in legal, physical or functional terms.
Adamczyk Tomasz, Bieda Agnieszka, Parzych Piotr   +2 more
doaj   +1 more source

Modelling water temperature in the lower Olifants River and the implications for climate change

South African Journal of Science, 2022
Freshwater systems in southern Africa are under threat of climate change, not only from altered flow regimes as rainfall patterns change, but also from biologically significant increases in water temperature.
Amanda L. Adlam, Christian T. Chimimba, D.C. Hugo Retief, Stephan Woodborne   +3 more
doaj   +1 more source