[HTML][HTML] Latent variable models in the era of industrial big data: Extension and beyond

X Kong, X Jiang, B Zhang, J Yuan, Z Ge - Annual Reviews in Control, 2022 - Elsevier
A rich supply of data and innovative algorithms have made data-driven modeling a popular
technique in modern industry. Among various data-driven methods, latent variable models …

The causes and consequences of compensatory dynamics in ecological communities

A Gonzalez, M Loreau - Annu. Rev. Ecol. Evol. Syst., 2009 - annualreviews.org
Ecological communities are constantly responding to environmental change. Theory and
evidence suggest that the loss or decline of stress-intolerant species can be compensated …

Ecosystem response persists after a prolonged marine heatwave

RM Suryan, ML Arimitsu, HA Coletti, RR Hopcroft… - Scientific reports, 2021 - nature.com
Some of the longest and most comprehensive marine ecosystem monitoring programs were
established in the Gulf of Alaska following the environmental disaster of the Exxon Valdez oil …

Performance evaluation of hydrological models: Statistical significance for reducing subjectivity in goodness-of-fit assessments

A Ritter, R Muñoz-Carpena - Journal of Hydrology, 2013 - Elsevier
Success in the use of computer models for simulating environmental variables and
processes requires objective model calibration and verification procedures. Several …

[图书][B] A beginner's guide to structural equation modeling

RE Schumacker, RG Lomax - 2004 - api.taylorfrancis.com
The second edition features: a CD with all of the book's Amos, EQS, and LISREL programs
and data sets; new chapters on importing data issues related to data editing and on how to …

Forecasting the COVID-19 effects on energy poverty across EU member states

A Carfora, G Scandurra, A Thomas - Energy policy, 2022 - Elsevier
The COVID-19 pandemic is manifesting its devastating effects in multiple directions, even
indirectly affecting the health of citizens, for instance, by increasing the level of energy …

Warming temperatures and smaller body sizes: synchronous changes in growth of North Sea fishes

AR Baudron, CL Needle, AD Rijnsdorp… - Global change …, 2014 - Wiley Online Library
Decreasing body size has been proposed as a universal response to increasing
temperatures. The physiology behind the response is well established for ectotherms …

[PDF][PDF] MARSS: multivariate autoregressive state-space models for analyzing time-series data.

EE Holmes, EJ Ward, W Kellie - R J., 2012 - academia.edu
MARSS is a package for fitting multivariate autoregressive state-space models to time-series
data. The MARSS package implements state-space models in a maximum likelihood …

Millions of reads, thousands of taxa: microbial community structure and associations analyzed via marker genes

M Bálint, M Bahram, AM Eren, K Faust… - FEMS microbiology …, 2016 - academic.oup.com
With high-throughput sequencing (HTS), we are able to explore the hidden world of
microscopic organisms to an unpre-cedented level. The fast development of molecular …

[图书][B] Statistical methods for trend detection and analysis in the environmental sciences

R Chandler, M Scott - 2011 - books.google.com
The need to understand and quantify change is fundamental throughout the environmental
sciences. This might involve describing past variation, understanding the mechanisms …