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Keywords: dynamic factor analysis
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Journal Article
Interactions between demersal fish body condition and density during the regime shift of the Gulf of Lions
C M Bensebaini and others
ICES Journal of Marine Science, Volume 79, Issue 6, August 2022, Pages 1765–1776, https://doi.org/10.1093/icesjms/fsac106
Published: 17 June 2022
... ) and population density of 22 demersal species since 1994, using dynamic factor analysis (DFA). Most (but not all) of demersal species have shown a common shift between 2006 and 2009, which is synchronous with that observed in small pelagic species and the environmental conditions in the GOL. It had been...
Journal Article
Reconciling conflicting survey indices of abundance prior to stock assessment
Cassidy D Peterson and others
ICES Journal of Marine Science, Volume 78, Issue 9, November 2021, Pages 3101–3120, https://doi.org/10.1093/icesjms/fsab179
Published: 20 September 2021
... decreased home ranges, small coastal sharks are still not comprehensively sampled by a single or few surveys. For example, SEDAR 34 ( 2013 ) used 15 indices of abundance in the base run of the combined region assessment for Atlantic sharpnose shark. Among other methods, dynamic factor analysis (DFA) has...
Journal Article
Spatio-temporal trends in the importance of iteroparity across Atlantic salmon populations of the northwest Atlantic
X Bordeleau and others
ICES Journal of Marine Science, Volume 77, Issue 1, January-February 2020, Pages 326–344, https://doi.org/10.1093/icesjms/fsz188
Published: 16 October 2019
... are mitigated (e.g. fishing pressure), with measurable benefits to population processes manifested by the high reproductive contributions of repeat spawners, especially in years of low maiden spawner abundance. demographic changes dynamic factor analysis kelts life-history strategies previous spawners 04...
Journal Article
Spatial and temporal dynamics of Atlantic menhaden (Brevoortia tyrannus) recruitment in the Northwest Atlantic Ocean
Andre Buchheister and others
ICES Journal of Marine Science, Volume 73, Issue 4, March/April 2016, Pages 1147–1159, https://doi.org/10.1093/icesjms/fsv260
Published: 21 January 2016
... in recruitment, fishery-independent time-series (1959–2013) of young-of-year (YOY) abundance indices from the Mid-Atlantic to Southern New England (SNE) were analysed using dynamic factor analysis and generalized additive models. Recruitment time-series demonstrated low-frequency variability and the analyses...
Journal Article
A comparison of recent trends in demersal fish biomass and their potential drivers for three ecoregions of the Gulf of St Lawrence, Canada
Patrick Ouellet and others
ICES Journal of Marine Science, Volume 73, Issue 2, January/February 2016, Pages 329–344, https://doi.org/10.1093/icesjms/fsv133
Published: 22 October 2015
..., a period during which many commercial groundfish stocks collapsed due to fishing and subsequently failed to recover. Dynamic factor analysis was used to estimate common trends in biomass densities, to assess synchrony among species, and to investigate the influence of key drivers on those trends...
Journal Article
What Drives Commodity Market Integration? Evidence from the 1800s
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Martin Uebele
CESifo Economic Studies, Volume 59, Issue 2, June 2013, Pages 412–442, https://doi.org/10.1093/cesifo/ifs009
Published: 14 April 2012
... and then globalized as a nation. The latter coincide with countries that have a long history as a unified nation. (JEL codes: N70, N71, N73, C32, F15, E32) market integration 19th century dynamic factor analysis wheat prices transport costs trade policy Politicians have long understood the importance of trade...
Journal Article
Abundance trends of two neon flying squid (Ommastrephes bartramii) stocks in the North Pacific
Chih-Shin Chen
ICES Journal of Marine Science, Volume 67, Issue 7, October 2010, Pages 1336–1345, https://doi.org/10.1093/icesjms/fsq063
Published: 17 June 2010
... analysed using dynamic factor analysis to quantify squid abundance. The optimal model contained one common trend and all three explanatory variables. The Northwest Pacific and Northeast Pacific stocks exhibited opposing trends in abundance, and the results suggest that large-scale environmental factors...
Journal Article
Coherent trends in contiguous survey time-series of major ecological and commercial fish species in the Gulf of Maine ecosystem
Janet A. Nye and others
ICES Journal of Marine Science, Volume 67, Issue 1, January 2010, Pages 26–40, https://doi.org/10.1093/icesjms/fsp216
Published: 18 August 2009
... from contiguous ecosystems and elucidate the relative importance of environmental and fishing factors on each species. Atlantic Multidecadal Oscillation Bay of Fundy coherence dynamic factor analysis Georges Bank Gulf of Maine minimum/maximum autocorrelation analysis Scotian Shelf Synchrony...
Journal Article
Application of dynamic factor analysis in the assessment of Iberian anglerfish stocks
Manuela Azevedo and others
ICES Journal of Marine Science, Volume 65, Issue 7, October 2008, Pages 1362–1369, https://doi.org/10.1093/icesjms/fsn096
Published: 05 June 2008
... are defined in Table 1 . Abstract Azevedo, M., Duarte, R., Cardador, F., Sousa, P., Fariña, C., Sampedro, P., Landa, J., and Costas, G. 2008. Application of dynamic factor analysis in the assessment of Iberian anglerfish stocks. – ICES Journal of Marine Science, 65: 1362–1369. Dynamic factor analysis...
Journal Article
Model-Based Measurement of Latent Risk in Time Series with Applications
Frits Bijleveld and others
Journal of the Royal Statistical Society Series A: Statistics in Society, Volume 171, Issue 1, January 2008, Pages 265–277, https://doi.org/10.1111/j.1467-985X.2007.00496.x
Published: 10 January 2008
... for the statistical treatment of the model. The new framework is illustrated for time series of insurance claims, credit card purchases and road safety. It is shown that the general methodology can be effectively used in the assessment of risk. Actuarial and financial risk Dynamic factor analysis Epidemiology...
Journal Article
An application of two techniques for the analysis of short, multivariate non-stationary time-series of Mauritanian trawl survey data
Karim Erzini and others
ICES Journal of Marine Science, Volume 62, Issue 3, 2005, Pages 353–359, https://doi.org/10.1016/j.icesjms.2004.12.009
Published: 01 January 2005
...Karim Erzini; Cheikh A. O. Inejih; Kim A. Stobberup Abstract Min/max autocorrelation factor analysis (MAFA) and dynamic factor analysis (DFA) are complementary techniques for analysing short (>15–25 y), non-stationary, multivariate data sets. We illustrate the two techniques using catch rate...
Journal Article
Identification of causal factor models of stationary time series
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Chris Heaton and Victor Solo
The Econometrics Journal, Volume 7, Issue 2, 1 December 2004, Pages 618–627, https://doi.org/10.1111/j.1368-423X.2004.00146.x
Published: 25 November 2004
... of the common component β(L)ft requires (p, T) → (∞, ∞). Separate identification of β(L) and ft is then similar to the static case. Possibly the most popular and widely applicable approach to dynamic factor analysis...
Chapter
Structural Equation Models
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John J. McArdle and Kelly M. Kadlec
Published: 01 October 2013
... cross-lagged panel analysis time series analysis dynamic factor analysis “The effect of a concept-driven revolution is to explain old things in new ways. The effect of a tool-driven revolution is to discover new things that have to be explained .” (originally from Sir Frank Dyson...
Chapter
Illustrations of the use of the linear model
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J. Durbin and S.J. Koopman
Published: 03 May 2012
... logged onto the Internet. The fourth example considers the state space solution to the spline smoothing of motorcycle acceleration data. The fifth example provides a dynamic factor analysis based on the linear Gaussian model for the term structure of interest rates paid on US Treasury securities. Durbin...
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