{"id":27826,"date":"2024-03-04T07:07:16","date_gmt":"2024-03-04T08:07:16","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/"},"modified":"2024-03-04T07:07:17","modified_gmt":"2024-03-04T08:07:17","slug":"%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/","title":{"rendered":"\u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9: \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0639\u0644\u06cc\u062a \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0632\u0645\u0627\u0646"},"content":{"rendered":"<table class=\"table table-striped table-hover\">\n<tbody>\n<tr>\n<td>\u0639\u0646\u0648\u0627\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc <\/td>\n<td>Modeling Systemic Risk: A Time-Varying Nonparametric Causal Inference Framework<\/td>\n<\/tr>\n<tr>\n<td>\u0639\u0646\u0648\u0627\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc <\/td>\n<td>\u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9: \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0639\u0644\u06cc\u062a \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0632\u0645\u0627\u0646<\/td>\n<\/tr>\n<tr>\n<td>\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 <\/td>\n<td>Jalal Etesami, Ali Habibnia, Negar Kiyavash<\/td>\n<\/tr>\n<tr>\n<td>\u0632\u0628\u0627\u0646 \u0645\u0642\u0627\u0644\u0647 <\/td>\n<td>\u0627\u0646\u06af\u0644\u06cc\u0633\u06cc<\/td>\n<\/tr>\n<tr>\n<td>\u0641\u0631\u0645\u062a \u0645\u0642\u0627\u0644\u0647: <\/td>\n<td>PDF<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0639\u062f\u0627\u062f \u0635\u0641\u062d\u0627\u062a<\/td>\n<td>50<\/td>\n<\/tr>\n<tr>\n<td>\u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0645\u0648\u0636\u0648\u0639\u0627\u062a  <\/td>\n<td>Econometrics,Artificial Intelligence,Information Theory,Applications,\u0627\u0642\u062a\u0635\u0627\u062f \u0633\u0646\u062c , \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc , \u062a\u0626\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a , \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 ,<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0648\u0636\u06cc\u062d\u0627\u062a    <\/td>\n<td>Submitted 27 December, 2023; originally announced December 2023.<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc    <\/td>\n<td>\u0627\u0631\u0633\u0627\u0644 \u0634\u062f\u0647 \u062f\u0631 27 \u062f\u0633\u0627\u0645\u0628\u0631 2023 \u061b\u062f\u0631 \u0627\u0628\u062a\u062f\u0627 \u062f\u0633\u0627\u0645\u0628\u0631 2023 \u0627\u0639\u0644\u0627\u0645 \u0634\u062f.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0686\u06a9\u06cc\u062f\u0647<\/h2>\n<p style=\"direction:ltr;\">We propose a nonparametric and time-varying directed information graph (TV-DIG) framework to estimate the evolving causal structure in time series networks, thereby addressing the limitations of traditional econometric models in capturing high-dimensional, nonlinear, and time-varying interconnections among series. This framework employs an information-theoretic measure rooted in a generalized version of Granger-causality, which is applicable to both linear and nonlinear dynamics. Our framework offers advancements in measuring systemic risk and establishes meaningful connections with established econometric models, including vector autoregression and switching models. We evaluate the efficacy of our proposed model through simulation experiments and empirical analysis, reporting promising results in recovering simulated time-varying networks with nonlinear and multivariate structures. We apply this framework to identify and monitor the evolution of interconnectedness and systemic risk among major assets and industrial sectors within the financial network. We focus on cryptocurrencies&#8217; potential systemic risks to financial stability, including spillover effects on other sectors during crises like the COVID-19 pandemic and the Federal Reserve&#8217;s 2020 emergency response. Our findings reveals significant, previously underrecognized pre-2020 influences of cryptocurrencies on certain financial sectors, highlighting their potential systemic risks and offering a systematic approach in tracking evolving cross-sector interactions within financial networks.<\/p>\n<h2>\u0686\u06a9\u06cc\u062f\u0647 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc (\u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc)<\/h2>\n<p>\u0645\u0627 \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0648 \u0645\u062a\u063a\u06cc\u0631 \u06a9\u0627\u0631\u06af\u0631\u062f\u0627\u0646\u06cc (TV-DIG) \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0631\u0622\u0648\u0631\u062f \u0633\u0627\u062e\u062a\u0627\u0631 \u0639\u0644\u06cc \u062f\u0631 \u062d\u0627\u0644 \u062a\u062d\u0648\u0644 \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u060c \u0648 \u0627\u0632 \u0627\u06cc\u0646 \u0637\u0631\u06cc\u0642 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc \u0645\u062f\u0644\u0647\u0627\u06cc \u0627\u0642\u062a\u0635\u0627\u062f \u0633\u0646\u062c\u06cc \u0633\u0646\u062a\u06cc \u0631\u0627 \u062f\u0631 \u0636\u0628\u0637 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0628\u0627\u0644\u0627 \u060c \u063a\u06cc\u0631\u062e\u0637\u06cc \u0648 \u0645\u062a\u0646\u0627\u0642\u0636 \u062f\u0631 \u0628\u06cc\u0646 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u06cc\u0645.\u0633\u0644\u0633\u0644\u0647.\u0627\u06cc\u0646 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0632 \u06cc\u06a9 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc-\u0646\u0638\u0631\u06cc \u0631\u06cc\u0634\u0647 \u062f\u0631 \u06cc\u06a9 \u0646\u0633\u062e\u0647 \u06a9\u0644\u06cc \u0627\u0632 Granger-Guave \u060c \u06a9\u0647 \u0628\u0631\u0627\u06cc \u067e\u0648\u06cc\u0627\u06cc\u06cc \u062e\u0637\u06cc \u0648 \u063a\u06cc\u0631\u062e\u0637\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f \u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.\u0686\u0627\u0631\u0686\u0648\u0628 \u0645\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627\u06cc\u06cc \u0631\u0627 \u062f\u0631 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0628\u0627 \u0645\u062f\u0644\u0647\u0627\u06cc \u0627\u0642\u062a\u0635\u0627\u062f \u0633\u0646\u062c\u06cc \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0627\u062a\u0648 \u0648 \u0631\u06af \u0628\u0631\u062f\u0627\u0631 \u0648 \u0645\u062f\u0644\u0647\u0627\u06cc \u0633\u0648\u0626\u06cc\u0686\u06cc\u0646\u06af \u060c \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u0639\u0646\u06cc \u062f\u0627\u0631\u06cc \u0628\u0631\u0642\u0631\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.\u0645\u0627 \u0627\u062b\u0631\u0628\u062e\u0634\u06cc \u0645\u062f\u0644 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0647\u0627\u06cc \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062a\u062c\u0631\u0628\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u060c \u0648 \u0646\u062a\u0627\u06cc\u062c \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06a9\u0646\u0646\u062f\u0647 \u0627\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0628\u0627 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u063a\u06cc\u0631\u062e\u0637\u06cc \u0648 \u0686\u0646\u062f \u0645\u062a\u063a\u06cc\u0631\u0647 \u06af\u0632\u0627\u0631\u0634 \u0645\u06cc \u062f\u0647\u06cc\u0645.\u0645\u0627 \u0627\u0632 \u0627\u06cc\u0646 \u0686\u0627\u0631\u0686\u0648\u0628 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u062a\u06a9\u0627\u0645\u0644 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0648 \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9 \u062f\u0631 \u0628\u06cc\u0646 \u062f\u0627\u0631\u0627\u06cc\u06cc \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0648 \u0628\u062e\u0634 \u0647\u0627\u06cc \u0635\u0646\u0639\u062a\u06cc \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0645\u0627\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.\u0645\u0627 \u0631\u0648\u06cc \u062e\u0637\u0631\u0627\u062a \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9 \u0628\u0627\u0644\u0642\u0648\u0647 Cryptocurrencies \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062b\u0628\u0627\u062a \u0645\u0627\u0644\u06cc \u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0627\u062b\u0631\u0627\u062a \u0633\u0631\u0631\u06cc\u0632 \u0628\u0631 \u0633\u0627\u06cc\u0631 \u0628\u062e\u0634 \u0647\u0627 \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0628\u062d\u0631\u0627\u0646 \u0645\u0627\u0646\u0646\u062f \u0647\u0645\u0647 \u06af\u06cc\u0631 Covid-19 \u0648 \u0648\u0627\u06a9\u0646\u0634 \u0627\u0636\u0637\u0631\u0627\u0631\u06cc 2020 \u0641\u062f\u0631\u0627\u0644 \u0631\u0632\u0631\u0648 \u062a\u0645\u0631\u06a9\u0632 \u0645\u06cc \u06a9\u0646\u06cc\u0645.\u06cc\u0627\u0641\u062a\u0647 \u0647\u0627\u06cc \u0645\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u062a\u0623\u062b\u06cc\u0631\u0627\u062a \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0648 \u0642\u0628\u0644\u0627\u064b \u0628\u0647 \u0631\u0633\u0645\u06cc\u062a \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0642\u0628\u0644 \u0627\u0632 \u0633\u0627\u0644 2020 \u0627\u0632 \u0627\u0631\u0632\u0647\u0627\u06cc \u0631\u0645\u0632\u0646\u06af\u0627\u0631\u06cc \u0634\u062f\u0647 \u0628\u0631 \u0628\u062e\u0634\u0647\u0627\u06cc \u0645\u0627\u0644\u06cc \u062e\u0627\u0635 \u060c \u0628\u0631\u062c\u0633\u062a\u0647 \u06a9\u0631\u062f\u0646 \u062e\u0637\u0631\u0627\u062a \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9 \u0628\u0627\u0644\u0642\u0648\u0647 \u0622\u0646\u0647\u0627 \u0648 \u0627\u0631\u0627\u0626\u0647 \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0633\u06cc\u0633\u062a\u0645\u0627\u062a\u06cc\u06a9 \u062f\u0631 \u0631\u062f\u06cc\u0627\u0628\u06cc \u062a\u0639\u0627\u0645\u0644 \u062f\u0631 \u062d\u0627\u0644 \u062a\u06a9\u0627\u0645\u0644 \u0645\u062a\u0642\u0627\u0628\u0644 \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0627\u0644\u06cc \u0627\u0633\u062a.<\/p>\n<table class=\"table table-bordered table-primary\">\r\n<tr>\r\n\t<td>\r\n\t\u062a\u0648\u062c\u0647 \u06a9\u0646\u06cc\u062f \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0627\u0633\u062a.\r\n\t<\/td>\r\n<\/tr>\r\n\t\r\n<tr>\r\n\t<td>\r\n     \u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634 \u062a\u0631\u062c\u0645\u0647 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062a\u0645\u0627\u0633\u060c \u067e\u06cc\u0627\u0645\u06a9\u060c \u062a\u0644\u06af\u0631\u0627\u0645 \u0648 \u06cc\u0627 \u0648\u0627\u062a\u0633 \u0627\u067e \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 \u0632\u06cc\u0631 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u06cc\u062f:\r\n\t<br \/><br \/>\r\n\t09395106248\r\n\t\t\r\n\t\t\r\n\t<br \/><br \/>\r\n\t\t\u062a\u0648\u062c\u0647 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0634\u0631\u0627\u06cc\u0637 \u062a\u0631\u062c\u0645\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0627\u0633\u062a:\r\n\t\t<br \/>\r\n\t\t<ul>\r\n\t\t<li>\r\n\t\t\u0642\u06cc\u0645\u062a \u0647\u0631 \u0635\u0641\u062d\u0647 \u062a\u0631\u062c\u0645\u0647 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 40 \u0647\u0632\u0627\u0631 \u062a\u0648\u0645\u0627\u0646 \u0645\u06cc \u0628\u0627\u0634\u062f. \r\n\t\t<\/li>\r\n\t\t<li>\r\n\t\t\u062a\u062d\u0648\u06cc\u0644 \u0645\u0642\u0627\u0644\u0647 \u062a\u0631\u062c\u0645\u0647 \u0634\u062f\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0641\u0627\u06cc\u0644 \u0648\u0631\u062f \u0645\u06cc \u0628\u0627\u0634\u062f.\r\n\t\t<\/li>\r\n\t\t<li>\r\n\t\t\u0632\u0645\u0627\u0646 \u062a\u062d\u0648\u06cc\u0644 \u062a\u0631\u062c\u0645\u0647 \u0645\u0642\u0627\u0644\u0647 \u062f\u0631 \u0635\u0648\u0631\u062a \u062f\u0627\u0634\u062a\u0646 \u062a\u0639\u062f\u0627\u062f \u0635\u0641\u062d\u0627\u062a \u0639\u0627\u062f\u06cc \u0628\u06cc\u0646 3 \u062a\u0627 5 \u0631\u0648\u0632 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f.\r\n\t\t<\/li>\r\n\t\t\r\n\t\t<li>\r\n\t\t\u06a9\u06cc\u0641\u06cc\u062a \u062a\u0631\u062c\u0645\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0627\u0644\u0627 \u0645\u06cc \u0628\u0627\u0634\u062f. \u0645\u0642\u0627\u0644\u0647 \u0641\u0642\u0637 \u062a\u0648\u0633\u0637 \u0645\u062a\u0631\u062c\u0645\u06cc\u0646 \u0628\u0627 \u0645\u062f\u0631\u06a9 \u062f\u0627\u0646\u0634\u06af\u0627\u0647\u06cc \u0645\u062a\u0631\u062c\u0645\u06cc \u062a\u0631\u062c\u0645\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.\r\n\t\t<\/li>\r\n\t\t<li>\r\n\t\t\u06a9\u0644\u06cc\u0647 \u062c\u062f\u0627\u0648\u0644 \u0648 \u0641\u0631\u0645\u0648\u0644 \u0647\u0627 \u0646\u06cc\u0632 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u062a\u062d\u0648\u06cc\u0644\u06cc \u0648\u0631\u062f \u062f\u0631\u062c \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.\r\n\t\t<\/li>\r\n\t<\/td>\r\n\t\r\n\t\r\n<\/tr>\r\n<\/table>\r\n\r\n\r\n\n","protected":false},"excerpt":{"rendered":"<p>\u0639\u0646\u0648\u0627\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc Modeling Systemic Risk: A Time-Varying Nonparametric Causal Inference Framework \u0639\u0646\u0648\u0627\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc [&hellip;]<\/p>\n","protected":false},"featured_media":27,"comment_status":"open","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}}},"product_cat":[15,21],"product_tag":[352,107,479,185,487,353,304,261],"class_list":{"0":"post-27826","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-15","7":"product_cat-21","8":"product_tag-applications","9":"product_tag-artificial-intelligence","10":"product_tag-econometrics","11":"product_tag-information-theory","12":"product_tag-487","13":"product_tag-353","14":"product_tag-304","15":"product_tag-261","16":"pmpro-has-access","17":"desktop-align-left","18":"tablet-align-left","19":"mobile-align-left","21":"first","22":"instock","23":"shipping-taxable","24":"purchasable","25":"product-type-variable"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9: \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0639\u0644\u06cc\u062a \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0632\u0645\u0627\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/express24.ir\/d\/product\/\u0645\u0642\u0627\u0644\u0647-\u0645\u062f\u0644-\u0633\u0627\u0632\u06cc-\u0631\u06cc\u0633\u06a9-\u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9-\u06cc\u06a9-\u0686\u0627\u0631\u0686\u0648\u0628-\u0627\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9: \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0639\u0644\u06cc\u062a \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0632\u0645\u0627\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\" \/>\n<meta property=\"og:description\" content=\"\u0639\u0646\u0648\u0627\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc Modeling Systemic Risk: A Time-Varying Nonparametric Causal Inference Framework \u0639\u0646\u0648\u0627\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/express24.ir\/d\/product\/\u0645\u0642\u0627\u0644\u0647-\u0645\u062f\u0644-\u0633\u0627\u0632\u06cc-\u0631\u06cc\u0633\u06a9-\u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9-\u06cc\u06a9-\u0686\u0627\u0631\u0686\u0648\u0628-\u0627\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-04T08:07:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/express24.ir\/d\/wp-content\/uploads\/2024\/02\/Elsevier_logo_2019.svg_.png\" \/>\n\t<meta property=\"og:image:width\" content=\"440\" \/>\n\t<meta property=\"og:image:height\" content=\"486\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 \u062f\u0642\u06cc\u0642\u0647\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/\",\"url\":\"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/\",\"name\":\"\u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9: \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0639\u0644\u06cc\u062a \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0632\u0645\u0627\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\",\"isPartOf\":{\"@id\":\"https:\/\/express24.ir\/d\/#website\"},\"datePublished\":\"2024-03-04T08:07:16+00:00\",\"dateModified\":\"2024-03-04T08:07:17+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/#breadcrumb\"},\"inLanguage\":\"fa-IR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u062e\u0627\u0646\u0647\",\"item\":\"https:\/\/express24.ir\/d\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647\",\"item\":\"https:\/\/express24.ir\/d\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"\u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9: \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0639\u0644\u06cc\u062a \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0632\u0645\u0627\u0646\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/express24.ir\/d\/#website\",\"url\":\"https:\/\/express24.ir\/d\/\",\"name\":\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/express24.ir\/d\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fa-IR\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9: \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0639\u0644\u06cc\u062a \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0632\u0645\u0627\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/express24.ir\/d\/product\/\u0645\u0642\u0627\u0644\u0647-\u0645\u062f\u0644-\u0633\u0627\u0632\u06cc-\u0631\u06cc\u0633\u06a9-\u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9-\u06cc\u06a9-\u0686\u0627\u0631\u0686\u0648\u0628-\u0627\/","og_locale":"fa_IR","og_type":"article","og_title":"\u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9: \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0639\u0644\u06cc\u062a \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0632\u0645\u0627\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","og_description":"\u0639\u0646\u0648\u0627\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc Modeling Systemic Risk: A Time-Varying Nonparametric Causal Inference Framework \u0639\u0646\u0648\u0627\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc [&hellip;]","og_url":"https:\/\/express24.ir\/d\/product\/\u0645\u0642\u0627\u0644\u0647-\u0645\u062f\u0644-\u0633\u0627\u0632\u06cc-\u0631\u06cc\u0633\u06a9-\u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9-\u06cc\u06a9-\u0686\u0627\u0631\u0686\u0648\u0628-\u0627\/","og_site_name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","article_modified_time":"2024-03-04T08:07:17+00:00","og_image":[{"width":440,"height":486,"url":"https:\/\/express24.ir\/d\/wp-content\/uploads\/2024\/02\/Elsevier_logo_2019.svg_.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646":"1 \u062f\u0642\u06cc\u0642\u0647"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/","url":"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/","name":"\u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9: \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0639\u0644\u06cc\u062a \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0632\u0645\u0627\u0646 - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","isPartOf":{"@id":"https:\/\/express24.ir\/d\/#website"},"datePublished":"2024-03-04T08:07:16+00:00","dateModified":"2024-03-04T08:07:17+00:00","breadcrumb":{"@id":"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/#breadcrumb"},"inLanguage":"fa-IR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/express24.ir\/d\/product\/%d9%85%d9%82%d8%a7%d9%84%d9%87-%d9%85%d8%af%d9%84-%d8%b3%d8%a7%d8%b2%db%8c-%d8%b1%db%8c%d8%b3%da%a9-%d8%b3%db%8c%d8%b3%d8%aa%d9%85%db%8c%da%a9-%db%8c%da%a9-%da%86%d8%a7%d8%b1%da%86%d9%88%d8%a8-%d8%a7\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u062e\u0627\u0646\u0647","item":"https:\/\/express24.ir\/d\/"},{"@type":"ListItem","position":2,"name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647","item":"https:\/\/express24.ir\/d\/"},{"@type":"ListItem","position":3,"name":"\u0645\u0642\u0627\u0644\u0647 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u0631\u06cc\u0633\u06a9 \u0633\u06cc\u0633\u062a\u0645\u06cc\u06a9: \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0639\u0644\u06cc\u062a \u063a\u06cc\u0631 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0632\u0645\u0627\u0646"}]},{"@type":"WebSite","@id":"https:\/\/express24.ir\/d\/#website","url":"https:\/\/express24.ir\/d\/","name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/express24.ir\/d\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"fa-IR"}]}},"_links":{"self":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product\/27826","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/comments?post=27826"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/media\/27"}],"wp:attachment":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/media?parent=27826"}],"wp:term":[{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product_cat?post=27826"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product_tag?post=27826"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}