Week 1Lecture 1: Introduction Introduction to the course and revision of basic concepts.
第1周主题：Lecture 1: Introduction Introduction to the course and revision of basic concepts. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 1: Introduction Introduction to the course and revision of basic concepts.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture1:IntroductionIntroductiontothecourseand
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Week 2Lecture 2: Forecasting Univariate Processes - I Introduction to stochastic processes and univariate models.
第2周主题：Lecture 2: Forecasting Univariate Processes - I Introduction to stochastic processes and univariate models. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 2: Forecasting Univariate Processes - I Introduction to stochastic processes and univariate models.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture2:ForecastingUnivariateProcesses-IIntroduction
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Week 3Lecture 3: Forecasting Univariate Processes - II Implementation of univariate models in practice to obtain predictive inference using a specific data set.
第3周主题：Lecture 3: Forecasting Univariate Processes - II Implementation of univariate models in practice to obtain predictive inference using a specific data set. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 3: Forecasting Univariate Processes - II Implementation of univariate models in practice to obtain predictive inference using a specific data set.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture3:ForecastingUnivariateProcesses-IIImplementation
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Week 4Lecture 4: Trends and Cycles Trend-cycle decomposition of economic processes: explicit modelling and inference.
第4周主题：Lecture 4: Trends and Cycles Trend-cycle decomposition of economic processes: explicit modelling and inference. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 4: Trends and Cycles Trend-cycle decomposition of economic processes: explicit modelling and inference.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture4:TrendsandCyclesTrend-cycledecompositionof
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Week 5Lecture 5: Modelling Volatility - I Modeling processes with heteroscedasticity errors using latent volatility: obtaining predictive inference on future volatility.
第5周主题：Lecture 5: Modelling Volatility - I Modeling processes with heteroscedasticity errors using latent volatility: obtaining predictive inference on future volatility. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 5: Modelling Volatility - I Modeling processes with heteroscedasticity errors using latent volatility: obtaining predictive inference on future volatility.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture5:ModellingVolatility-IModelingprocesses
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Week 6Lecture 6: Modelling Volatility - II Features of financial processes: explicit modeling and inference. Extensions to stochastic volatility and realised volatility.
第6周主题：Lecture 6: Modelling Volatility - II Features of financial processes: explicit modeling and inference. Extensions to stochastic volatility and realised volatility. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 6: Modelling Volatility - II Features of financial processes: explicit modeling and inference. Extensions to stochastic volatility and realised volatility.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture6:ModellingVolatility-IIFeaturesof
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Week 7Lecture 7: Dynamic Relationships Inference on dynamic relationships among several processes using single equation models.
第7周主题：Lecture 7: Dynamic Relationships Inference on dynamic relationships among several processes using single equation models. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 7: Dynamic Relationships Inference on dynamic relationships among several processes using single equation models.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture7:DynamicRelationshipsInferenceondynamicrelationships
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Week 8Lecture 8: Cointegration - I Equilibrium relations, implications of cointegration and spurious regressions. Explicit modeling and inference on cointegrating relations.
第8周主题：Lecture 8: Cointegration - I Equilibrium relations, implications of cointegration and spurious regressions. Explicit modeling and inference on cointegrating relations. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 8: Cointegration - I Equilibrium relations, implications of cointegration and spurious regressions. Explicit modeling and inference on cointegrating relations.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture8:Cointegration-IEquilibriumrelations,implications
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Week 9Lecture 9: Cointegration - II Obtaining inference on equilibrium relations and common stochastic trends: identification and estimation.
第9周主题：Lecture 9: Cointegration - II Obtaining inference on equilibrium relations and common stochastic trends: identification and estimation. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 9: Cointegration - II Obtaining inference on equilibrium relations and common stochastic trends: identification and estimation.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture9:Cointegration-IIObtaininginferenceon
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Week 10Labour Day Monday, May 4th is the Labour Day public holiday. Therefore, no lecture. Students who would normally attend a tutorial session on this day are advised to attend another session, for this week only.
第10周主题：Labour Day Monday, May 4th is the Labour Day public holiday. Therefore, no lecture. Students who would normally attend a tutorial session on this day are advised to attend another session, for this week only. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Labour Day Monday, May 4th is the Labour Day public holiday. Therefore, no lecture. Students who would normally attend a tutorial session on this day are advised to attend another session, for this week only.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
LabourDayMonday,May4thistheLabour
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Week 11Lecture 10: Multivariate Processes - I Multivariate stochastic processes: modeling using a system of equations and obtaining predictive inference.
第11周主题：Lecture 10: Multivariate Processes - I Multivariate stochastic processes: modeling using a system of equations and obtaining predictive inference. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 10: Multivariate Processes - I Multivariate stochastic processes: modeling using a system of equations and obtaining predictive inference.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture10:MultivariateProcesses-IMultivariatestochastic
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Week 12Lecture 11: Multivariate Processes - II Dynamic relationships in multivariate processes: structural inference on impulse functions, forecast error variance decompositions and Granger non-causality.
第12周主题：Lecture 11: Multivariate Processes - II Dynamic relationships in multivariate processes: structural inference on impulse functions, forecast error variance decompositions and Granger non-causality. 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 11: Multivariate Processes - II Dynamic relationships in multivariate processes: structural inference on impulse functions, forecast error variance decompositions and Granger non-causality.”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture11:MultivariateProcesses-IIDynamicrelationships
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Week 13Lecture 13: Revision and overview of final exam
第13周主题：Lecture 13: Revision and overview of final exam 本周先完成 Lecture/Reading 的概念梳理，再用 tutorial 或题目验证理解，重点是把概念转成可解释的步骤。 学习重点：围绕“Lecture 13: Revision and overview of final exam”识别关键术语、方法边界和常见误区，输出一页结构化笔记（定义、方法、例题、易错点）。 实操建议：至少完成 2-3 个与本周主题直接相关的练习，并记录每题的假设与推导过程，避免只记结论。 交付与复盘：对照 ECON3350 的 assessment 要求检查本周产出，保留可复用模板用于后续周和考前复盘。
Lecture13:Revisionandoverviewoffinalexam
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