المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/Log_return_of_BDI_/21797901

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g011

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/dataset/S1_Data_-/21797868

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.s001

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/ARE_of_the_SVR-ARMA-GARCH_models_/21797871

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g001

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/Control_limit_of_the_CUSUM_test_based_on_i_T_i_sub_max_sub_/21797874

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g002

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/Control_limit_of_i_B_i_sub_i_s_i_sub_/21797877

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g003

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/Type-1_error_frequency_of_the_AR_1_model_based_on_Eq_14_/21797880

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g004

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/Type1_error_probability_i_i_v_s_the_critical_value_i_K_i_/21797883

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g005

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/_i_K_i_v_s_sample_size_i_n_i_/21797889

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g007

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/The_upper_control_limit_of_i_T_i_sub_i_s_i_sub_for_i_i_0_05_/21797886

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g006

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/Time_positions_of_type-1_error_in_Lorenz_system_/21797895

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g009

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/Change_point_of_BDI_COVID-19_outbreak_/21797907

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g013

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/Schematic_diagram_of_rolling_window_/21797904

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g012

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/dataset/Prediction_comparison_for_model_based_on_the_Lorenz_system_/21797913

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.t001

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/figure/Change_point_of_BDI_Brent_crude_oil_fell_9_/21797910

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.g014

المؤلفون: HsinKai Wang (14312358), Meihui Guo (14077911), Sangyeol Lee (3952160), Cheng-Han Chua (14312361)

مصطلحات موضوعية: Biotechnology, Science Policy, Biological Sciences not elsewhere classified, Mathematical Sciences not elsewhere classified, varying control limit, real data example, numerical analysis exhibits, good predictive powers, change point test, alternating recursive estimation, based cusum test, +svr%22">xlink "> svr, new testing method, garch model using, cusum test, suggest using, garch models, estimation accuracy, significantly improves, proposed methods, detection power, also confirms

Relation: https://figshare.com/articles/dataset/Forecast_performance_of_six_models_for_the_BDI_data_/21797916

الاتاحة: https://doi.org/10.1371/journal.pone.0278816.t002