المؤلفون: Emma Baillie (11204239), Piers D. L. Howe (7252295), Andrew Perfors (9923931), Tim Miller (2683000), Yoshihisa Kashima (709757), Andreas Beger (7519913)

مصطلحات موضوعية: Ecology, Science Policy, Plant Biology, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, prediction, Political Instability Task Force, AUPRC, use Monte Carlo simulations, reference years, model

Relation: https://figshare.com/articles/journal_contribution/Lasso_regression_comparison_/15075610

الاتاحة: https://doi.org/10.1371/journal.pone.0254350.s002

المؤلفون: Emma Baillie (11204239), Piers D. L. Howe (7252295), Andrew Perfors (9923931), Tim Miller (2683000), Yoshihisa Kashima (709757), Andreas Beger (7519913)

مصطلحات موضوعية: Ecology, Science Policy, Plant Biology, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, prediction, Political Instability Task Force, AUPRC, use Monte Carlo simulations, reference years, model

Relation: https://figshare.com/articles/journal_contribution/Candidate_predictors_and_correlations_/15075607

الاتاحة: https://doi.org/10.1371/journal.pone.0254350.s001

المؤلفون: Emma Baillie (11204239), Piers D. L. Howe (7252295), Andrew Perfors (9923931), Tim Miller (2683000), Yoshihisa Kashima (709757), Andreas Beger (7519913)

مصطلحات موضوعية: Ecology, Science Policy, Plant Biology, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, prediction, Political Instability Task Force, AUPRC, use Monte Carlo simulations, reference years, model

Relation: https://figshare.com/articles/dataset/Example_predicted_instability_probabilities_/15075634

الاتاحة: https://doi.org/10.1371/journal.pone.0254350.t005

المؤلفون: Emma Baillie (11204239), Piers D. L. Howe (7252295), Andrew Perfors (9923931), Tim Miller (2683000), Yoshihisa Kashima (709757), Andreas Beger (7519913)

مصطلحات موضوعية: Ecology, Science Policy, Plant Biology, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, prediction, Political Instability Task Force, AUPRC, use Monte Carlo simulations, reference years, model

Relation: https://figshare.com/articles/dataset/Point_biserial_correlations_between_i_polity_code_i_and_other_selected_predictors_/15075631

الاتاحة: https://doi.org/10.1371/journal.pone.0254350.t004

المؤلفون: Emma Baillie (11204239), Piers D. L. Howe (7252295), Andrew Perfors (9923931), Tim Miller (2683000), Yoshihisa Kashima (709757), Andreas Beger (7519913)

مصطلحات موضوعية: Ecology, Science Policy, Plant Biology, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, prediction, Political Instability Task Force, AUPRC, use Monte Carlo simulations, reference years, model

Relation: https://figshare.com/articles/dataset/Counterfactuals_/15075637

الاتاحة: https://doi.org/10.1371/journal.pone.0254350.t006

المؤلفون: Emma Baillie (11204239), Piers D. L. Howe (7252295), Andrew Perfors (9923931), Tim Miller (2683000), Yoshihisa Kashima (709757), Andreas Beger (7519913)

مصطلحات موضوعية: Ecology, Science Policy, Plant Biology, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, prediction, Political Instability Task Force, AUPRC, use Monte Carlo simulations, reference years, model

Relation: https://figshare.com/articles/figure/Response_to_training_window_size_/15075616

الاتاحة: https://doi.org/10.1371/journal.pone.0254350.g002

المؤلفون: Emma Baillie (11204239), Piers D. L. Howe (7252295), Andrew Perfors (9923931), Tim Miller (2683000), Yoshihisa Kashima (709757), Andreas Beger (7519913)

مصطلحات موضوعية: Ecology, Science Policy, Plant Biology, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, prediction, Political Instability Task Force, AUPRC, use Monte Carlo simulations, reference years, model

Relation: https://figshare.com/articles/figure/Binned_expectation_plots_/15075619

الاتاحة: https://doi.org/10.1371/journal.pone.0254350.g003

المؤلفون: Emma Baillie (11204239), Piers D. L. Howe (7252295), Andrew Perfors (9923931), Tim Miller (2683000), Yoshihisa Kashima (709757), Andreas Beger (7519913)

مصطلحات موضوعية: Ecology, Science Policy, Plant Biology, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, prediction, Political Instability Task Force, AUPRC, use Monte Carlo simulations, reference years, model

Relation: https://figshare.com/articles/dataset/Models_of_instability_/15075622

الاتاحة: https://doi.org/10.1371/journal.pone.0254350.t001

المؤلفون: Emma Baillie (11204239), Piers D. L. Howe (7252295), Andrew Perfors (9923931), Tim Miller (2683000), Yoshihisa Kashima (709757), Andreas Beger (7519913)

مصطلحات موضوعية: Ecology, Science Policy, Plant Biology, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, Information Systems not elsewhere classified, prediction, Political Instability Task Force, AUPRC, use Monte Carlo simulations, reference years, model

Relation: https://figshare.com/articles/dataset/Comparison_of_AUPRCs_/15075625

الاتاحة: https://doi.org/10.1371/journal.pone.0254350.t002