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Search, Evaluate, and Read Evidence","\u002Fen\u002Facademic-writing\u002F02-reading-and-literature-matrix","en\u002Facademic-writing\u002F02-reading-and-literature-matrix",{"title":27,"path":28,"stem":29},"3. From Sources to Synthesis and Argument","\u002Fen\u002Facademic-writing\u002F03-arguments-outlines-and-paragraphs","en\u002Facademic-writing\u002F03-arguments-outlines-and-paragraphs",{"title":31,"path":32,"stem":33},"4. Literature Review and a Defensible Gap","\u002Fen\u002Facademic-writing\u002F04-writing-the-literature-review","en\u002Facademic-writing\u002F04-writing-the-literature-review",{"title":35,"path":36,"stem":37},"5. Research Design, Evidence, and Core Sections","\u002Fen\u002Facademic-writing\u002F05-core-sections-and-evidence","en\u002Facademic-writing\u002F05-core-sections-and-evidence",{"title":39,"path":40,"stem":41},"6. Citation, Paraphrasing, Integrity, and AI","\u002Fen\u002Facademic-writing\u002F06-citation-paraphrasing-and-integrity","en\u002Facademic-writing\u002F06-citation-paraphrasing-and-integrity",{"title":43,"path":44,"stem":45},"7. Revision, Review, and Submission","\u002Fen\u002Facademic-writing\u002F07-revision-style-and-submission","en\u002Facademic-writing\u002F07-revision-style-and-submission",{"title":47,"path":48,"stem":49},"8. Research Workbook","\u002Fen\u002Facademic-writing\u002F08-literature-review-checklist-and-template","en\u002Facademic-writing\u002F08-literature-review-checklist-and-template",{"title":51,"path":52,"stem":53},"9. Research Workflow and Tools","\u002Fen\u002Facademic-writing\u002F09-tools-for-academic-writing-and-literature-management","en\u002Facademic-writing\u002F09-tools-for-academic-writing-and-literature-management",{"title":55,"path":56,"stem":57},"10. Worked Project — From Question to Defensible Conclusion","\u002Fen\u002Facademic-writing\u002F10-worked-example-from-block-structure-to-question-chain","en\u002Facademic-writing\u002F10-worked-example-from-block-structure-to-question-chain",{"title":59,"path":60,"stem":61,"children":62,"page":249},"Accounting","\u002Fen\u002Faccounting","en\u002Faccounting",[63,69,87,93,193],{"title":64,"path":65,"stem":66,"children":67},"Accounting — From Evidence to Decisions","\u002Fen\u002Faccounting\u002F00-index","en\u002Faccounting\u002F00-index",[68],{"title":64,"path":65,"stem":66},{"title":70,"path":71,"stem":72,"children":73},"Accounting Appendix","\u002Fen\u002Faccounting\u002Fappendix","en\u002Faccounting\u002Fappendix\u002Findex",[74,75,79,83],{"title":70,"path":71,"stem":72},{"title":76,"path":77,"stem":78},"Worked Examples and Error Diagnosis","\u002Fen\u002Faccounting\u002Fappendix\u002F24-examples-pitfalls","en\u002Faccounting\u002Fappendix\u002F24-examples-pitfalls",{"title":80,"path":81,"stem":82},"Accounting Glossary","\u002Fen\u002Faccounting\u002Fappendix\u002F26-glossary","en\u002Faccounting\u002Fappendix\u002F26-glossary",{"title":84,"path":85,"stem":86},"Reading and Evidence Map","\u002Fen\u002Faccounting\u002Fappendix\u002F27-reading-map","en\u002Faccounting\u002Fappendix\u002F27-reading-map",{"title":88,"path":89,"stem":90,"children":91},"Northstar Record-to-Decision Capstone","\u002Fen\u002Faccounting\u002Fcapstone","en\u002Faccounting\u002Fcapstone\u002Findex",[92],{"title":88,"path":89,"stem":90},{"title":94,"path":95,"stem":96,"children":97},"Financial Accounting","\u002Fen\u002Faccounting\u002Ffinancial-accounting","en\u002Faccounting\u002Ffinancial-accounting\u002Findex",[98,99,117,131,165,179],{"title":94,"path":95,"stem":96},{"title":100,"path":101,"stem":102,"children":103},"1. Foundations","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations","en\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002Findex",[104,105,109,113],{"title":100,"path":101,"stem":102},{"title":106,"path":107,"stem":108},"Objectives and Qualitative Characteristics","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F01-objectives-qualitative-characteristics","en\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F01-objectives-qualitative-characteristics",{"title":110,"path":111,"stem":112},"Equation and Elements","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F02-equation-elements","en\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F02-equation-elements",{"title":114,"path":115,"stem":116},"Accrual Basis, Estimates and Periods","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F03-accounting-bases-principles","en\u002Faccounting\u002Ffinancial-accounting\u002F01-foundations\u002F03-accounting-bases-principles",{"title":118,"path":119,"stem":120,"children":121},"2. Recording Transactions","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions","en\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions\u002Findex",[122,123,127],{"title":118,"path":119,"stem":120},{"title":124,"path":125,"stem":126},"Double-Entry and Debit\u002FCredit","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions\u002F04-double-entry-dr-cr","en\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions\u002F04-double-entry-dr-cr",{"title":128,"path":129,"stem":130},"Accounting Cycle","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions\u002F05-accounting-cycle","en\u002Faccounting\u002Ffinancial-accounting\u002F02-recording-transactions\u002F05-accounting-cycle",{"title":132,"path":133,"stem":134,"children":135},"3. Measurement and Adjustments","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002Findex",[136,137,141,145,149,153,157,161],{"title":132,"path":133,"stem":134},{"title":138,"path":139,"stem":140},"Revenue Recognition","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F07-revenue-recognition","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F07-revenue-recognition",{"title":142,"path":143,"stem":144},"Inventory","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F08-inventory","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F08-inventory",{"title":146,"path":147,"stem":148},"Receivables and Expected Credit Losses","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F09-receivables","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F09-receivables",{"title":150,"path":151,"stem":152},"Property, Plant and Equipment","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F10-ppe","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F10-ppe",{"title":154,"path":155,"stem":156},"Intangible Assets","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F11-intangibles","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F11-intangibles",{"title":158,"path":159,"stem":160},"Leases","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F12-leases","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F12-leases",{"title":162,"path":163,"stem":164},"Current and Deferred Income Tax","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F13-income-tax","en\u002Faccounting\u002Ffinancial-accounting\u002F03-measurement-adjustments\u002F13-income-tax",{"title":166,"path":167,"stem":168,"children":169},"4. Reporting and Cash","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash","en\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash\u002Findex",[170,171,175],{"title":166,"path":167,"stem":168},{"title":172,"path":173,"stem":174},"Linked Financial Statements","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash\u002F06-financial-statements","en\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash\u002F06-financial-statements",{"title":176,"path":177,"stem":178},"Cash, Reconciliation and Internal Control","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash\u002F14-cash-control","en\u002Faccounting\u002Ffinancial-accounting\u002F04-reporting-cash\u002F14-cash-control",{"title":180,"path":181,"stem":182,"children":183},"5. Analysis and Comparison","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison","en\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison\u002Findex",[184,185,189],{"title":180,"path":181,"stem":182},{"title":186,"path":187,"stem":188},"Ratio Analysis","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison\u002F15-ratio-analysis","en\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison\u002F15-ratio-analysis",{"title":190,"path":191,"stem":192},"IFRS versus US GAAP","\u002Fen\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison\u002F25-ifrs-gaap","en\u002Faccounting\u002Ffinancial-accounting\u002F05-analysis-comparison\u002F25-ifrs-gaap",{"title":194,"path":195,"stem":196,"children":197},"Management Accounting","\u002Fen\u002Faccounting\u002Fmanagement-accounting","en\u002Faccounting\u002Fmanagement-accounting\u002Findex",[198,199,217,235],{"title":194,"path":195,"stem":196},{"title":200,"path":201,"stem":202,"children":203},"1. Cost Foundations","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations","en\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002Findex",[204,205,209,213],{"title":200,"path":201,"stem":202},{"title":206,"path":207,"stem":208},"Cost Concepts and Behaviour","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F16-cost-concepts","en\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F16-cost-concepts",{"title":210,"path":211,"stem":212},"Costing Systems","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F17-costing-systems","en\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F17-costing-systems",{"title":214,"path":215,"stem":216},"Variable and Absorption Costing","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F19-variable-vs-absorption","en\u002Faccounting\u002Fmanagement-accounting\u002F01-cost-foundations\u002F19-variable-vs-absorption",{"title":218,"path":219,"stem":220,"children":221},"2. Planning and Control","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control","en\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002Findex",[222,223,227,231],{"title":218,"path":219,"stem":220},{"title":224,"path":225,"stem":226},"Cost–Volume–Profit Analysis","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F18-cvp-analysis","en\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F18-cvp-analysis",{"title":228,"path":229,"stem":230},"Budgeting and Variance Analysis","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F20-budgeting-variances","en\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F20-budgeting-variances",{"title":232,"path":233,"stem":234},"Performance Measurement","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F21-performance-measurement","en\u002Faccounting\u002Fmanagement-accounting\u002F02-planning-control\u002F21-performance-measurement",{"title":236,"path":237,"stem":238,"children":239},"3. Decisions and Investment","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment","en\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment\u002Findex",[240,241,245],{"title":236,"path":237,"stem":238},{"title":242,"path":243,"stem":244},"Short-Term Decisions","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment\u002F22-short-term-decisions","en\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment\u002F22-short-term-decisions",{"title":246,"path":247,"stem":248},"Capital Budgeting","\u002Fen\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment\u002F23-capital-budgeting","en\u002Faccounting\u002Fmanagement-accounting\u002F03-decisions-investment\u002F23-capital-budgeting",false,{"title":251,"path":252,"stem":253,"children":254,"page":249},"Business Analytics","\u002Fen\u002Fbusiness-analytics","en\u002Fbusiness-analytics",[255,261,279,305,335,365,383,400],{"title":256,"path":257,"stem":258,"children":259},"Business Analytics — From Data to Defensible Action","\u002Fen\u002Fbusiness-analytics\u002F00-index","en\u002Fbusiness-analytics\u002F00-index",[260],{"title":256,"path":257,"stem":258},{"title":262,"path":263,"stem":264,"children":265},"0. Decision and Data Foundations","\u002Fen\u002Fbusiness-analytics\u002F00-intro","en\u002Fbusiness-analytics\u002F00-intro\u002Findex",[266,267,271,275],{"title":262,"path":263,"stem":264},{"title":268,"path":269,"stem":270},"Decision Framing","\u002Fen\u002Fbusiness-analytics\u002F00-intro\u002F01-decision-framing","en\u002Fbusiness-analytics\u002F00-intro\u002F01-decision-framing",{"title":272,"path":273,"stem":274},"Data Contracts","\u002Fen\u002Fbusiness-analytics\u002F00-intro\u002F02-data-contracts","en\u002Fbusiness-analytics\u002F00-intro\u002F02-data-contracts",{"title":276,"path":277,"stem":278},"Reproducible Analytics Workflow","\u002Fen\u002Fbusiness-analytics\u002F00-intro\u002F03-reproducible-workflow","en\u002Fbusiness-analytics\u002F00-intro\u002F03-reproducible-workflow",{"title":280,"path":281,"stem":282,"children":283},"1. Descriptive Analytics","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive","en\u002Fbusiness-analytics\u002F01-descriptive\u002Findex",[284,285,289,293,297,301],{"title":280,"path":281,"stem":282},{"title":286,"path":287,"stem":288},"Distributions and Exploratory Data Analysis","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive\u002F04-distributions-eda","en\u002Fbusiness-analytics\u002F01-descriptive\u002F04-distributions-eda",{"title":290,"path":291,"stem":292},"KPIs and Denominators","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive\u002F05-kpis-denominators","en\u002Fbusiness-analytics\u002F01-descriptive\u002F05-kpis-denominators",{"title":294,"path":295,"stem":296},"Segments, Cohorts and Funnels","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive\u002F06-segmentation-cohorts-funnels","en\u002Fbusiness-analytics\u002F01-descriptive\u002F06-segmentation-cohorts-funnels",{"title":298,"path":299,"stem":300},"Visual Evidence and Data Stories","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive\u002F07-visualisation-story","en\u002Fbusiness-analytics\u002F01-descriptive\u002F07-visualisation-story",{"title":302,"path":303,"stem":304},"Experiments and Causal Boundaries","\u002Fen\u002Fbusiness-analytics\u002F01-descriptive\u002F08-experiments-causal-boundary","en\u002Fbusiness-analytics\u002F01-descriptive\u002F08-experiments-causal-boundary",{"title":306,"path":307,"stem":308,"children":309},"2. Predictive Analytics","\u002Fen\u002Fbusiness-analytics\u002F02-predictive","en\u002Fbusiness-analytics\u002F02-predictive\u002Findex",[310,311,315,319,323,327,331],{"title":306,"path":307,"stem":308},{"title":312,"path":313,"stem":314},"Validation, Baselines and Leakage","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F09-validation-leakage","en\u002Fbusiness-analytics\u002F02-predictive\u002F09-validation-leakage",{"title":316,"path":317,"stem":318},"Regression and Forecasting","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F10-regression-forecasting","en\u002Fbusiness-analytics\u002F02-predictive\u002F10-regression-forecasting",{"title":320,"path":321,"stem":322},"Classification and Calibration","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F11-classification-calibration","en\u002Fbusiness-analytics\u002F02-predictive\u002F11-classification-calibration",{"title":324,"path":325,"stem":326},"Trees and Ensembles","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F12-trees-ensembles","en\u002Fbusiness-analytics\u002F02-predictive\u002F12-trees-ensembles",{"title":328,"path":329,"stem":330},"Decision Metrics and Thresholds","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F13-decision-metrics-thresholds","en\u002Fbusiness-analytics\u002F02-predictive\u002F13-decision-metrics-thresholds",{"title":332,"path":333,"stem":334},"Explainability, Monitoring and Drift","\u002Fen\u002Fbusiness-analytics\u002F02-predictive\u002F14-explainability-drift","en\u002Fbusiness-analytics\u002F02-predictive\u002F14-explainability-drift",{"title":336,"path":337,"stem":338,"children":339},"3. Prescriptive Analytics","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive","en\u002Fbusiness-analytics\u002F03-prescriptive\u002Findex",[340,341,345,349,353,357,361],{"title":336,"path":337,"stem":338},{"title":342,"path":343,"stem":344},"Decision-Making under Uncertainty","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F15-decision-uncertainty","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F15-decision-uncertainty",{"title":346,"path":347,"stem":348},"Linear Optimisation","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F16-linear-optimization","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F16-linear-optimization",{"title":350,"path":351,"stem":352},"Inventory and Allocation","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F17-inventory-allocation","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F17-inventory-allocation",{"title":354,"path":355,"stem":356},"Queueing and Simulation","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F18-queueing-simulation","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F18-queueing-simulation",{"title":358,"path":359,"stem":360},"Pricing and Revenue Management","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F19-pricing-experimentation","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F19-pricing-experimentation",{"title":362,"path":363,"stem":364},"Causal Targeting and Policy Learning","\u002Fen\u002Fbusiness-analytics\u002F03-prescriptive\u002F20-causal-targeting","en\u002Fbusiness-analytics\u002F03-prescriptive\u002F20-causal-targeting",{"title":366,"path":367,"stem":368,"children":369},"4. Deployment and Governance","\u002Fen\u002Fbusiness-analytics\u002F04-deployment","en\u002Fbusiness-analytics\u002F04-deployment\u002Findex",[370,371,375,379],{"title":366,"path":367,"stem":368},{"title":372,"path":373,"stem":374},"Data Products and Monitoring","\u002Fen\u002Fbusiness-analytics\u002F04-deployment\u002F21-data-products-monitoring","en\u002Fbusiness-analytics\u002F04-deployment\u002F21-data-products-monitoring",{"title":376,"path":377,"stem":378},"Governance, Fairness and Privacy","\u002Fen\u002Fbusiness-analytics\u002F04-deployment\u002F22-governance-fairness-privacy","en\u002Fbusiness-analytics\u002F04-deployment\u002F22-governance-fairness-privacy",{"title":380,"path":381,"stem":382},"Adoption and Business Value","\u002Fen\u002Fbusiness-analytics\u002F04-deployment\u002F23-adoption-value","en\u002Fbusiness-analytics\u002F04-deployment\u002F23-adoption-value",{"title":384,"path":385,"stem":386,"children":387},"Appendix and Revision Tools","\u002Fen\u002Fbusiness-analytics\u002Fappendix","en\u002Fbusiness-analytics\u002Fappendix\u002Findex",[388,389,393,397],{"title":384,"path":385,"stem":386},{"title":390,"path":391,"stem":392},"Formula and Decision Map","\u002Fen\u002Fbusiness-analytics\u002Fappendix\u002F24-formula-map","en\u002Fbusiness-analytics\u002Fappendix\u002F24-formula-map",{"title":394,"path":395,"stem":396},"Worked Examples and Pitfalls","\u002Fen\u002Fbusiness-analytics\u002Fappendix\u002F25-worked-examples-pitfalls","en\u002Fbusiness-analytics\u002Fappendix\u002F25-worked-examples-pitfalls",{"title":84,"path":398,"stem":399},"\u002Fen\u002Fbusiness-analytics\u002Fappendix\u002F26-reading-map","en\u002Fbusiness-analytics\u002Fappendix\u002F26-reading-map",{"title":401,"path":402,"stem":403,"children":404},"Capstone — The Evening Delivery Promise","\u002Fen\u002Fbusiness-analytics\u002Fcapstone","en\u002Fbusiness-analytics\u002Fcapstone\u002Findex",[405],{"title":401,"path":402,"stem":403},{"title":407,"path":408,"stem":409,"children":410,"page":249},"Financial Economic Time Series","\u002Fen\u002Ffinancial-economic-time-series","en\u002Ffinancial-economic-time-series",[411,417,423,429,435,441,447,453,459,465,471],{"title":412,"path":413,"stem":414,"children":415},"Financial and Economic Time Series — Course Guide","\u002Fen\u002Ffinancial-economic-time-series\u002F00-intro","en\u002Ffinancial-economic-time-series\u002F00-intro\u002Findex",[416],{"title":412,"path":413,"stem":414},{"title":418,"path":419,"stem":420,"children":421},"Three Versions of Time Series","\u002Fen\u002Ffinancial-economic-time-series\u002F01-bridge","en\u002Ffinancial-economic-time-series\u002F01-bridge\u002Findex",[422],{"title":418,"path":419,"stem":420},{"title":424,"path":425,"stem":426,"children":427},"Data, Clocks, and Transformations","\u002Fen\u002Ffinancial-economic-time-series\u002F02-data-transformations","en\u002Ffinancial-economic-time-series\u002F02-data-transformations\u002Findex",[428],{"title":424,"path":425,"stem":426},{"title":430,"path":431,"stem":432,"children":433},"Predictive Regressions and Persistent Predictors","\u002Fen\u002Ffinancial-economic-time-series\u002F03-predictive-regressions","en\u002Ffinancial-economic-time-series\u002F03-predictive-regressions\u002Findex",[434],{"title":430,"path":431,"stem":432},{"title":436,"path":437,"stem":438,"children":439},"Volatility, Tails, and Financial Risk","\u002Fen\u002Ffinancial-economic-time-series\u002F04-volatility-risk","en\u002Ffinancial-economic-time-series\u002F04-volatility-risk\u002Findex",[440],{"title":436,"path":437,"stem":438},{"title":442,"path":443,"stem":444,"children":445},"Unit Roots, Cointegration, and Error Correction","\u002Fen\u002Ffinancial-economic-time-series\u002F05-unit-roots-cointegration","en\u002Ffinancial-economic-time-series\u002F05-unit-roots-cointegration\u002Findex",[446],{"title":442,"path":443,"stem":444},{"title":448,"path":449,"stem":450,"children":451},"VAR, Structural Identification, and Local Projections","\u002Fen\u002Ffinancial-economic-time-series\u002F06-var-identification","en\u002Ffinancial-economic-time-series\u002F06-var-identification\u002Findex",[452],{"title":448,"path":449,"stem":450},{"title":454,"path":455,"stem":456,"children":457},"State Space, Mixed Frequency, and Nowcasting","\u002Fen\u002Ffinancial-economic-time-series\u002F07-state-space-nowcasting","en\u002Ffinancial-economic-time-series\u002F07-state-space-nowcasting\u002Findex",[458],{"title":454,"path":455,"stem":456},{"title":460,"path":461,"stem":462,"children":463},"Forecast Evaluation for Decisions","\u002Fen\u002Ffinancial-economic-time-series\u002F08-forecast-evaluation","en\u002Ffinancial-economic-time-series\u002F08-forecast-evaluation\u002Findex",[464],{"title":460,"path":461,"stem":462},{"title":466,"path":467,"stem":468,"children":469},"Integrated R Laboratory","\u002Fen\u002Ffinancial-economic-time-series\u002F09-r-laboratory","en\u002Ffinancial-economic-time-series\u002F09-r-laboratory\u002Findex",[470],{"title":466,"path":467,"stem":468},{"title":472,"path":473,"stem":474,"children":475},"Capstones, Data, and Reading Ladder","\u002Fen\u002Ffinancial-economic-time-series\u002F10-capstone-readings","en\u002Ffinancial-economic-time-series\u002F10-capstone-readings\u002Findex",[476],{"title":472,"path":473,"stem":474},{"title":478,"path":479,"stem":480,"children":481,"page":249},"Intro To Economics","\u002Fen\u002Fintro-to-economics","en\u002Fintro-to-economics",[482,486,490,494,498,502,506,510,514,518,522,526,530],{"title":483,"path":484,"stem":485},"Introduction to Economics — Decisions, Markets, and the Macroeconomy","\u002Fen\u002Fintro-to-economics\u002F00-intro","en\u002Fintro-to-economics\u002F00-intro",{"title":487,"path":488,"stem":489},"Chapter 1 — Choice, Opportunity Cost, and Trade","\u002Fen\u002Fintro-to-economics\u002F01-foundations","en\u002Fintro-to-economics\u002F01-foundations",{"title":491,"path":492,"stem":493},"Chapter 2 — Demand, Supply, Equilibrium, and Welfare","\u002Fen\u002Fintro-to-economics\u002F02-demand-and-supply","en\u002Fintro-to-economics\u002F02-demand-and-supply",{"title":495,"path":496,"stem":497},"Chapter 3 — Elasticity, Revenue, and Tax Incidence","\u002Fen\u002Fintro-to-economics\u002F03-elasticity","en\u002Fintro-to-economics\u002F03-elasticity",{"title":499,"path":500,"stem":501},"Chapter 4 — Firms, Market Power, and Market Failure","\u002Fen\u002Fintro-to-economics\u002F04-market-structures","en\u002Fintro-to-economics\u002F04-market-structures",{"title":503,"path":504,"stem":505},"Chapter 5 — GDP, Income, Wealth, and Welfare","\u002Fen\u002Fintro-to-economics\u002F05-gdp-and-wealth","en\u002Fintro-to-economics\u002F05-gdp-and-wealth",{"title":507,"path":508,"stem":509},"Chapter 6 — Inflation, Purchasing Power, and Labour Markets","\u002Fen\u002Fintro-to-economics\u002F06-inflation-and-unemployment","en\u002Fintro-to-economics\u002F06-inflation-and-unemployment",{"title":511,"path":512,"stem":513},"Chapter 7 — Productivity, Technology, and Economic Growth","\u002Fen\u002Fintro-to-economics\u002F07-economic-growth","en\u002Fintro-to-economics\u002F07-economic-growth",{"title":515,"path":516,"stem":517},"Chapter 8 — Money, Credit, and Banking","\u002Fen\u002Fintro-to-economics\u002F08-money-and-banking","en\u002Fintro-to-economics\u002F08-money-and-banking",{"title":519,"path":520,"stem":521},"Chapter 9 — Business Cycles, AD–AS, and Monetary Policy","\u002Fen\u002Fintro-to-economics\u002F09-monetary-policy-and-ad-as","en\u002Fintro-to-economics\u002F09-monetary-policy-and-ad-as",{"title":523,"path":524,"stem":525},"Chapter 10 — Fiscal Policy, Distribution, and Public Debt","\u002Fen\u002Fintro-to-economics\u002F10-fiscal-policy","en\u002Fintro-to-economics\u002F10-fiscal-policy",{"title":527,"path":528,"stem":529},"Chapter 11 — Trade, Capital Flows, and Exchange Rates","\u002Fen\u002Fintro-to-economics\u002F11-open-economy-and-exchange-rates","en\u002Fintro-to-economics\u002F11-open-economy-and-exchange-rates",{"title":531,"path":532,"stem":533},"Chapter 12 — Integrated Economic Analysis Studio","\u002Fen\u002Fintro-to-economics\u002F12-review-and-case-studies","en\u002Fintro-to-economics\u002F12-review-and-case-studies",{"title":535,"path":536,"stem":537,"children":538,"page":249},"Microeconometrics","\u002Fen\u002Fmicroeconometrics","en\u002Fmicroeconometrics",[539,557,563,581,603,629,651,673,691,709],{"title":540,"path":541,"stem":542,"children":543},"0. Causal Questions and Designs","\u002Fen\u002Fmicroeconometrics\u002F00-foundations","en\u002Fmicroeconometrics\u002F00-foundations\u002Findex",[544,545,549,553],{"title":540,"path":541,"stem":542},{"title":546,"path":547,"stem":548},"Causal Questions and Estimands","\u002Fen\u002Fmicroeconometrics\u002F00-foundations\u002F01-causal-question-estimands","en\u002Fmicroeconometrics\u002F00-foundations\u002F01-causal-question-estimands",{"title":550,"path":551,"stem":552},"Potential Outcomes and Experiments","\u002Fen\u002Fmicroeconometrics\u002F00-foundations\u002F02-potential-outcomes-experiments","en\u002Fmicroeconometrics\u002F00-foundations\u002F02-potential-outcomes-experiments",{"title":554,"path":555,"stem":556},"Causal Diagrams and Controls","\u002Fen\u002Fmicroeconometrics\u002F00-foundations\u002F03-dags-controls","en\u002Fmicroeconometrics\u002F00-foundations\u002F03-dags-controls",{"title":558,"path":559,"stem":560,"children":561},"Microeconometrics — Designing Credible Counterfactuals","\u002Fen\u002Fmicroeconometrics\u002F00-index","en\u002Fmicroeconometrics\u002F00-index",[562],{"title":558,"path":559,"stem":560},{"title":564,"path":565,"stem":566,"children":567},"1. Regression and Inference","\u002Fen\u002Fmicroeconometrics\u002F01-regression","en\u002Fmicroeconometrics\u002F01-regression\u002Findex",[568,569,573,577],{"title":564,"path":565,"stem":566},{"title":570,"path":571,"stem":572},"OLS as a Projection","\u002Fen\u002Fmicroeconometrics\u002F01-regression\u002F04-ols-projection","en\u002Fmicroeconometrics\u002F01-regression\u002F04-ols-projection",{"title":574,"path":575,"stem":576},"FWL, Selection and Controls","\u002Fen\u002Fmicroeconometrics\u002F01-regression\u002F05-fwl-selection-controls","en\u002Fmicroeconometrics\u002F01-regression\u002F05-fwl-selection-controls",{"title":578,"path":579,"stem":580},"Inference and Clustering","\u002Fen\u002Fmicroeconometrics\u002F01-regression\u002F06-inference-clustering","en\u002Fmicroeconometrics\u002F01-regression\u002F06-inference-clustering",{"title":582,"path":583,"stem":584,"children":585},"2. Instruments and Panel Data","\u002Fen\u002Fmicroeconometrics\u002F02-iv-panel","en\u002Fmicroeconometrics\u002F02-iv-panel\u002Findex",[586,587,591,595,599],{"title":582,"path":583,"stem":584},{"title":588,"path":589,"stem":590},"Instrumental Variables","\u002Fen\u002Fmicroeconometrics\u002F02-iv-panel\u002F07-iv-identification","en\u002Fmicroeconometrics\u002F02-iv-panel\u002F07-iv-identification",{"title":592,"path":593,"stem":594},"Weak Instruments and LATE","\u002Fen\u002Fmicroeconometrics\u002F02-iv-panel\u002F08-weak-iv-late","en\u002Fmicroeconometrics\u002F02-iv-panel\u002F08-weak-iv-late",{"title":596,"path":597,"stem":598},"Panel Fixed Effects","\u002Fen\u002Fmicroeconometrics\u002F02-iv-panel\u002F09-panel-fixed-effects","en\u002Fmicroeconometrics\u002F02-iv-panel\u002F09-panel-fixed-effects",{"title":600,"path":601,"stem":602},"Dynamic Panels and Limits","\u002Fen\u002Fmicroeconometrics\u002F02-iv-panel\u002F10-dynamic-panel","en\u002Fmicroeconometrics\u002F02-iv-panel\u002F10-dynamic-panel",{"title":604,"path":605,"stem":606,"children":607},"3. Policy Evaluation Designs","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs","en\u002Fmicroeconometrics\u002F03-policy-designs\u002Findex",[608,609,613,617,621,625],{"title":604,"path":605,"stem":606},{"title":610,"path":611,"stem":612},"Difference-in-Differences","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs\u002F11-did-core","en\u002Fmicroeconometrics\u002F03-policy-designs\u002F11-did-core",{"title":614,"path":615,"stem":616},"Staggered DID and Event Studies","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs\u002F12-staggered-event-studies","en\u002Fmicroeconometrics\u002F03-policy-designs\u002F12-staggered-event-studies",{"title":618,"path":619,"stem":620},"Regression Discontinuity","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs\u002F13-rdd","en\u002Fmicroeconometrics\u002F03-policy-designs\u002F13-rdd",{"title":622,"path":623,"stem":624},"Matching, Weighting and Overlap","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs\u002F14-matching-weighting","en\u002Fmicroeconometrics\u002F03-policy-designs\u002F14-matching-weighting",{"title":626,"path":627,"stem":628},"Synthetic Control","\u002Fen\u002Fmicroeconometrics\u002F03-policy-designs\u002F15-synthetic-control","en\u002Fmicroeconometrics\u002F03-policy-designs\u002F15-synthetic-control",{"title":630,"path":631,"stem":632,"children":633},"Module 4 — Choice and Limited Outcomes","\u002Fen\u002Fmicroeconometrics\u002F04-outcomes-choice","en\u002Fmicroeconometrics\u002F04-outcomes-choice\u002Findex",[634,635,639,643,647],{"title":630,"path":631,"stem":632},{"title":636,"path":637,"stem":638},"Binary Choice","\u002Fen\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F16-binary-choice","en\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F16-binary-choice",{"title":640,"path":641,"stem":642},"Multinomial and Ordered Choice","\u002Fen\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F17-multinomial-choice","en\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F17-multinomial-choice",{"title":644,"path":645,"stem":646},"Count Outcomes","\u002Fen\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F18-count-outcomes","en\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F18-count-outcomes",{"title":648,"path":649,"stem":650},"Censoring, Truncation and Selection","\u002Fen\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F19-censoring-selection","en\u002Fmicroeconometrics\u002F04-outcomes-choice\u002F19-censoring-selection",{"title":652,"path":653,"stem":654,"children":655},"Module 5 — Modern Causal Analysis","\u002Fen\u002Fmicroeconometrics\u002F05-modern-causal","en\u002Fmicroeconometrics\u002F05-modern-causal\u002Findex",[656,657,661,665,669],{"title":652,"path":653,"stem":654},{"title":658,"path":659,"stem":660},"Double Machine Learning","\u002Fen\u002Fmicroeconometrics\u002F05-modern-causal\u002F20-dml","en\u002Fmicroeconometrics\u002F05-modern-causal\u002F20-dml",{"title":662,"path":663,"stem":664},"Heterogeneity and Policy Learning","\u002Fen\u002Fmicroeconometrics\u002F05-modern-causal\u002F21-heterogeneity-policy","en\u002Fmicroeconometrics\u002F05-modern-causal\u002F21-heterogeneity-policy",{"title":666,"path":667,"stem":668},"Sensitivity and Partial Identification","\u002Fen\u002Fmicroeconometrics\u002F05-modern-causal\u002F22-sensitivity-partial-id","en\u002Fmicroeconometrics\u002F05-modern-causal\u002F22-sensitivity-partial-id",{"title":670,"path":671,"stem":672},"External Validity and Transport","\u002Fen\u002Fmicroeconometrics\u002F05-modern-causal\u002F23-external-validity","en\u002Fmicroeconometrics\u002F05-modern-causal\u002F23-external-validity",{"title":674,"path":675,"stem":676,"children":677},"Module 6 — From Data to Auditable Evidence","\u002Fen\u002Fmicroeconometrics\u002F06-workflow","en\u002Fmicroeconometrics\u002F06-workflow\u002Findex",[678,679,683,687],{"title":674,"path":675,"stem":676},{"title":680,"path":681,"stem":682},"Data Provenance","\u002Fen\u002Fmicroeconometrics\u002F06-workflow\u002F24-data-provenance","en\u002Fmicroeconometrics\u002F06-workflow\u002F24-data-provenance",{"title":684,"path":685,"stem":686},"Reproducibility and Reporting","\u002Fen\u002Fmicroeconometrics\u002F06-workflow\u002F25-reproducibility-reporting","en\u002Fmicroeconometrics\u002F06-workflow\u002F25-reproducibility-reporting",{"title":688,"path":689,"stem":690},"Paper and Evidence Audit","\u002Fen\u002Fmicroeconometrics\u002F06-workflow\u002F26-paper-audit","en\u002Fmicroeconometrics\u002F06-workflow\u002F26-paper-audit",{"title":692,"path":693,"stem":694,"children":695},"Appendix — Revision and Evidence Map","\u002Fen\u002Fmicroeconometrics\u002Fappendix","en\u002Fmicroeconometrics\u002Fappendix\u002Findex",[696,697,701,705],{"title":692,"path":693,"stem":694},{"title":698,"path":699,"stem":700},"Formula and Design Map","\u002Fen\u002Fmicroeconometrics\u002Fappendix\u002F27-formula-design-map","en\u002Fmicroeconometrics\u002Fappendix\u002F27-formula-design-map",{"title":702,"path":703,"stem":704},"Ten Worked Microeconometric Pitfalls","\u002Fen\u002Fmicroeconometrics\u002Fappendix\u002F28-worked-pitfalls","en\u002Fmicroeconometrics\u002Fappendix\u002F28-worked-pitfalls",{"title":706,"path":707,"stem":708},"Reading and Software Map","\u002Fen\u002Fmicroeconometrics\u002Fappendix\u002F29-reading-software-map","en\u002Fmicroeconometrics\u002Fappendix\u002F29-reading-software-map",{"title":710,"path":711,"stem":712,"children":713},"Capstone — Should Northbridge Expand Pathways?","\u002Fen\u002Fmicroeconometrics\u002Fcapstone","en\u002Fmicroeconometrics\u002Fcapstone\u002Findex",[714],{"title":710,"path":711,"stem":712},{"title":716,"path":717,"stem":718,"children":719,"page":249},"Microeconomics","\u002Fen\u002Fmicroeconomics","en\u002Fmicroeconomics",[720,726,732,738,744,750,756,762,768,774,780,786,792],{"title":721,"path":722,"stem":723,"children":724},"Advanced Microeconomics — Course Guide","\u002Fen\u002Fmicroeconomics\u002F00-intro","en\u002Fmicroeconomics\u002F00-intro\u002Findex",[725],{"title":721,"path":722,"stem":723},{"title":727,"path":728,"stem":729,"children":730},"Module 1 — Choice, Duality, and Revealed Preference","\u002Fen\u002Fmicroeconomics\u002F01-fundations","en\u002Fmicroeconomics\u002F01-fundations\u002Findex",[731],{"title":727,"path":728,"stem":729},{"title":733,"path":734,"stem":735,"children":736},"Module 2 — Comparative Statics and Welfare Measurement","\u002Fen\u002Fmicroeconomics\u002F02-comparative-statics","en\u002Fmicroeconomics\u002F02-comparative-statics\u002Findex",[737],{"title":733,"path":734,"stem":735},{"title":739,"path":740,"stem":741,"children":742},"Module 3 — Choice under Risk and Insurance","\u002Fen\u002Fmicroeconomics\u002F03-uncertainty","en\u002Fmicroeconomics\u002F03-uncertainty\u002Findex",[743],{"title":739,"path":740,"stem":741},{"title":745,"path":746,"stem":747,"children":748},"Module 4 — General Equilibrium and Welfare","\u002Fen\u002Fmicroeconomics\u002F04-general-equilibrium","en\u002Fmicroeconomics\u002F04-general-equilibrium\u002Findex",[749],{"title":745,"path":746,"stem":747},{"title":751,"path":752,"stem":753,"children":754},"Module 5 — Static, Dynamic, and Repeated Games","\u002Fen\u002Fmicroeconomics\u002F05-game-theory","en\u002Fmicroeconomics\u002F05-game-theory\u002Findex",[755],{"title":751,"path":752,"stem":753},{"title":757,"path":758,"stem":759,"children":760},"Module 6 — Oligopoly, Entry, and Algorithmic Pricing","\u002Fen\u002Fmicroeconomics\u002F06-oligopoly","en\u002Fmicroeconomics\u002F06-oligopoly\u002Findex",[761],{"title":757,"path":758,"stem":759},{"title":763,"path":764,"stem":765,"children":766},"Module 7 — Information Economics and Contracts","\u002Fen\u002Fmicroeconomics\u002F07-information-economics","en\u002Fmicroeconomics\u002F07-information-economics\u002Findex",[767],{"title":763,"path":764,"stem":765},{"title":769,"path":770,"stem":771,"children":772},"Module 8 — Mechanism Design and Auctions","\u002Fen\u002Fmicroeconomics\u002F08-mechanism-design","en\u002Fmicroeconomics\u002F08-mechanism-design\u002Findex",[773],{"title":769,"path":770,"stem":771},{"title":775,"path":776,"stem":777,"children":778},"Module 9 — Behavioural and Experimental Microeconomics","\u002Fen\u002Fmicroeconomics\u002F09-behavioural-economics","en\u002Fmicroeconomics\u002F09-behavioural-economics\u002Findex",[779],{"title":775,"path":776,"stem":777},{"title":781,"path":782,"stem":783,"children":784},"Module 10 — Externalities, Public Goods, and Collective Action","\u002Fen\u002Fmicroeconomics\u002F10-externalities-public-goods","en\u002Fmicroeconomics\u002F10-externalities-public-goods\u002Findex",[785],{"title":781,"path":782,"stem":783},{"title":787,"path":788,"stem":789,"children":790},"Module 11 — Matching and Market Design","\u002Fen\u002Fmicroeconomics\u002F11-market-design","en\u002Fmicroeconomics\u002F11-market-design\u002Findex",[791],{"title":787,"path":788,"stem":789},{"title":793,"path":794,"stem":795,"children":796},"Module 12 — Integrated Microeconomic Design Studio","\u002Fen\u002Fmicroeconomics\u002F12-review","en\u002Fmicroeconomics\u002F12-review\u002Findex",[797],{"title":793,"path":794,"stem":795},{"title":799,"path":800,"stem":801,"children":802},"Playground","\u002Fen\u002Fplayground","en\u002Fplayground\u002Findex",[803,804,808,812,816,820],{"title":799,"path":800,"stem":801},{"title":805,"path":806,"stem":807},"Typst Plugin Playground","\u002Fen\u002Fplayground\u002F01-typstex","en\u002Fplayground\u002F01-typstex",{"title":809,"path":810,"stem":811},"Citation Plugin Test","\u002Fen\u002Fplayground\u002F02-citation","en\u002Fplayground\u002F02-citation",{"title":813,"path":814,"stem":815},"Pyodide Playground","\u002Fen\u002Fplayground\u002F03-pyodide","en\u002Fplayground\u002F03-pyodide",{"title":817,"path":818,"stem":819},"WebR Playground","\u002Fen\u002Fplayground\u002F04-webr","en\u002Fplayground\u002F04-webr",{"title":821,"path":822,"stem":823},"Chart.js 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文献综述的构建与写作","\u002Fzh\u002Facademic-writing\u002F04-writing-the-literature-review","zh\u002Facademic-writing\u002F04-writing-the-literature-review",{"title":1056,"path":1057,"stem":1058},"8. 文献综述清单与模板","\u002Fzh\u002Facademic-writing\u002F08-literature-review-checklist-and-template","zh\u002Facademic-writing\u002F08-literature-review-checklist-and-template",{"title":1060,"path":1061,"stem":1062},"10. 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Alpha 策略全流程","\u002Fzh\u002Fquant\u002F09-case-study","zh\u002Fquant\u002F09-case-study",{"title":1779,"path":1780,"stem":1781},"量化投资文献与软件图谱","\u002Fzh\u002Fquant\u002F10-reading-software-map","zh\u002Fquant\u002F10-reading-software-map",null,{"id":1784,"title":1440,"body":1785,"description":2636,"extension":2637,"features":1782,"hero":1782,"layout":1782,"locale":1782,"meta":2638,"navigation":1782,"path":1441,"published":2639,"seo":2640,"stem":1442,"__hash__":2641},"docs\u002Fzh\u002Fmacroeconomics\u002F04-ad-as-inflation-unemployment.md",{"type":1786,"value":1787,"toc":2620},"minimark",[1788,1792,1797,1801,1814,1817,1835,1839,1842,1845,1849,1852,1855,1859,1937,1941,1944,1947,1951,1954,2365,2510,2554,2557,2561,2564,2567,2571,2574,2591,2594,2597,2614,2617],[1789,1790,1440],"h1",{"id":1791},"第四章adas通货膨胀与失业",[1793,1794,1796],"h2",{"id":1795},"_1-为什么需要-adas","1. 为什么需要 AD–AS",[1798,1799,1800],"p",{},"凯恩斯交叉重点说明支出如何决定产出；货币市场重点说明利率如何形成。AD–AS 把两者放在价格水平也会调整的框架里，回答三个问题：",[1802,1803,1804,1808,1811],"ol",{},[1805,1806,1807],"li",{},"为什么总需求变化会影响产出和价格？",[1805,1809,1810],{},"为什么供给冲击可能同时造成通胀和产出下降？",[1805,1812,1813],{},"为什么短期菲利普斯曲线不能被解释为永久的通胀—失业交换？",[1793,1815,1816],{"id":1816},"学习目标",[1818,1819,1820,1823,1826,1829,1832],"ul",{},[1805,1821,1822],{},"区分总需求曲线、短期总供给和长期总供给；",[1805,1824,1825],{},"判断需求冲击、成本冲击、预期冲击和生产率冲击的方向；",[1805,1827,1828],{},"解释产出缺口、自然失业率与通胀预期；",[1805,1830,1831],{},"说明政策反应如何改变冲击的实际结果；",[1805,1833,1834],{},"识别“相关的通胀—失业关系”与“可利用的政策权衡”之间的差异。",[1793,1836,1838],{"id":1837},"_2-ad-曲线的含义","2. AD 曲线的含义",[1798,1840,1841],{},"总需求曲线描述在其他条件给定时，不同价格水平对应的商品市场和货币市场共同均衡产出。价格水平下降可能通过实际货币余额、利率和汇率渠道提高支出，因此 AD 通常向右下方倾斜。",[1798,1843,1844],{},"但“价格下降使产出上升”不是普遍的因果定律。资产负债表修复、债务通缩、银行约束和预期恶化可能削弱甚至逆转这种传导。图形是模型结果，必须说明模型假设。",[1793,1846,1848],{"id":1847},"_3-短期与长期总供给","3. 短期与长期总供给",[1798,1850,1851],{},"短期内，工资、合同、价格和生产能力不能同时完全调整，企业可能在给定成本结构下响应需求变化。长期内，资本、劳动、技术、制度和预期都会调整，经济的产出更受生产能力约束。",[1798,1853,1854],{},"长期总供给通常画成潜在产出附近的垂直线。潜在产出不是“最大产出”，而是在给定技术、制度和资源下，通胀压力相对稳定时的可持续产出水平。",[1793,1856,1858],{"id":1857},"_4-冲击分析","4. 冲击分析",[1860,1861,1862,1878],"table",{},[1863,1864,1865],"thead",{},[1866,1867,1868,1872,1875],"tr",{},[1869,1870,1871],"th",{},"冲击",[1869,1873,1874],{},"短期典型结果",[1869,1876,1877],{},"需要继续问的问题",[1879,1880,1881,1893,1904,1915,1926],"tbody",{},[1866,1882,1883,1887,1890],{},[1884,1885,1886],"td",{},"消费信心下降",[1884,1888,1889],{},"AD 左移，产出下降，通胀压力减弱",[1884,1891,1892],{},"央行是否降息？家庭是否受债务约束？",[1866,1894,1895,1898,1901],{},[1884,1896,1897],{},"政府购买增加",[1884,1899,1900],{},"AD 右移，产出和价格上升",[1884,1902,1903],{},"闲置产能有多少？财政乘数多大？",[1866,1905,1906,1909,1912],{},[1884,1907,1908],{},"能源价格上涨",[1884,1910,1911],{},"SRAS 左移，价格上升、产出下降",[1884,1913,1914],{},"政策稳定通胀还是稳定产出？冲击持续多久？",[1866,1916,1917,1920,1923],{},[1884,1918,1919],{},"生产率提高",[1884,1921,1922],{},"长期供给能力上升，成本压力下降",[1884,1924,1925],{},"收益如何分配？投资和就业如何调整？",[1866,1927,1928,1931,1934],{},[1884,1929,1930],{},"通胀预期上升",[1884,1932,1933],{},"短期成本和定价压力上升",[1884,1935,1936],{},"政策可信度是否能重新锚定预期？",[1938,1939,1940],"h3",{"id":1940},"一次供给冲击的写作示范",[1798,1942,1943],{},"当能源价格上升时，企业每单位产出的成本增加，短期总供给左移。初始结果可能是价格水平上升和实际产出下降。若央行通过加息压制二阶需求效应，通胀可能更快下降，但产出恢复更慢；若政府补贴能源，居民实际收入受到的冲击减小，但财政成本、需求刺激和长期价格信号需要纳入分析。",[1798,1945,1946],{},"不要写成“政府应该补贴，所以问题解决”。应分别讨论目标、工具、时滞、融资、分配和退出机制。",[1793,1948,1950],{"id":1949},"_5-菲利普斯曲线与预期","5. 菲利普斯曲线与预期",[1798,1952,1953],{},"短期菲利普斯曲线把通胀与经济活动或失业联系起来。一个简化的新凯恩斯式表达是：",[1955,1956,1959],"span",{"className":1957},[1958],"katex-display",[1955,1960,1963,2052],{"className":1961},[1962],"katex",[1955,1964,1967],{"className":1965},[1966],"katex-mathml",[1968,1969,1972],"math",{"xmlns":1970,"display":1971},"http:\u002F\u002Fwww.w3.org\u002F1998\u002FMath\u002FMathML","block",[1973,1974,1975,2047],"semantics",{},[1976,1977,1978,1988,1992,2000,2004,2019,2022,2024,2027,2034,2036,2043],"mrow",{},[1979,1980,1981,1985],"msub",{},[1982,1983,1984],"mi",{},"π",[1982,1986,1987],{},"t",[1989,1990,1991],"mo",{},"=",[1979,1993,1994,1998],{},[1982,1995,1997],{"mathvariant":1996},"double-struck","E",[1982,1999,1987],{},[1989,2001,2003],{"stretchy":2002},"false","[",[1979,2005,2006,2008],{},[1982,2007,1984],{},[1976,2009,2010,2012,2015],{},[1982,2011,1987],{},[1989,2013,2014],{},"+",[2016,2017,2018],"mn",{},"1",[1989,2020,2021],{"stretchy":2002},"]",[1989,2023,2014],{},[1982,2025,2026],{},"κ",[1979,2028,2029,2032],{},[1982,2030,2031],{},"x",[1982,2033,1987],{},[1989,2035,2014],{},[1979,2037,2038,2041],{},[1982,2039,2040],{},"u",[1982,2042,1987],{},[1989,2044,2046],{"separator":2045},"true",",",[2048,2049,2051],"annotation",{"encoding":2050},"application\u002Fx-tex","\\pi_t=\\mathbb{E}_t[\\pi_{t+1}]+\\kappa x_t+u_t,",[1955,2053,2056,2136,2255,2314],{"className":2054,"ariaHidden":2045},[2055],"katex-html",[1955,2057,2060,2065,2124,2129,2133],{"className":2058},[2059],"base",[1955,2061],{"className":2062,"style":2064},[2063],"strut","height:0.5806em;vertical-align:-0.15em;",[1955,2066,2069,2074],{"className":2067},[2068],"mord",[1955,2070,1984],{"className":2071,"style":2073},[2068,2072],"mathnormal","margin-right:0.0359em;",[1955,2075,2078],{"className":2076},[2077],"msupsub",[1955,2079,2083,2115],{"className":2080},[2081,2082],"vlist-t","vlist-t2",[1955,2084,2087,2110],{"className":2085},[2086],"vlist-r",[1955,2088,2092],{"className":2089,"style":2091},[2090],"vlist","height:0.2806em;",[1955,2093,2095,2100],{"style":2094},"top:-2.55em;margin-left:-0.0359em;margin-right:0.05em;",[1955,2096],{"className":2097,"style":2099},[2098],"pstrut","height:2.7em;",[1955,2101,2107],{"className":2102},[2103,2104,2105,2106],"sizing","reset-size6","size3","mtight",[1955,2108,1987],{"className":2109},[2068,2072,2106],[1955,2111,2114],{"className":2112},[2113],"vlist-s","​",[1955,2116,2118],{"className":2117},[2086],[1955,2119,2122],{"className":2120,"style":2121},[2090],"height:0.15em;",[1955,2123],{},[1955,2125],{"className":2126,"style":2128},[2127],"mspace","margin-right:0.2778em;",[1955,2130,1991],{"className":2131},[2132],"mrel",[1955,2134],{"className":2135,"style":2128},[2127],[1955,2137,2139,2143,2185,2189,2241,2245,2249,2252],{"className":2138},[2059],[1955,2140],{"className":2141,"style":2142},[2063],"height:1em;vertical-align:-0.25em;",[1955,2144,2146,2150],{"className":2145},[2068],[1955,2147,1997],{"className":2148},[2068,2149],"mathbb",[1955,2151,2153],{"className":2152},[2077],[1955,2154,2156,2177],{"className":2155},[2081,2082],[1955,2157,2159,2174],{"className":2158},[2086],[1955,2160,2162],{"className":2161,"style":2091},[2090],[1955,2163,2165,2168],{"style":2164},"top:-2.55em;margin-left:0em;margin-right:0.05em;",[1955,2166],{"className":2167,"style":2099},[2098],[1955,2169,2171],{"className":2170},[2103,2104,2105,2106],[1955,2172,1987],{"className":2173},[2068,2072,2106],[1955,2175,2114],{"className":2176},[2113],[1955,2178,2180],{"className":2179},[2086],[1955,2181,2183],{"className":2182,"style":2121},[2090],[1955,2184],{},[1955,2186,2003],{"className":2187},[2188],"mopen",[1955,2190,2192,2195],{"className":2191},[2068],[1955,2193,1984],{"className":2194,"style":2073},[2068,2072],[1955,2196,2198],{"className":2197},[2077],[1955,2199,2201,2232],{"className":2200},[2081,2082],[1955,2202,2204,2229],{"className":2203},[2086],[1955,2205,2208],{"className":2206,"style":2207},[2090],"height:0.3011em;",[1955,2209,2210,2213],{"style":2094},[1955,2211],{"className":2212,"style":2099},[2098],[1955,2214,2216],{"className":2215},[2103,2104,2105,2106],[1955,2217,2219,2222,2226],{"className":2218},[2068,2106],[1955,2220,1987],{"className":2221},[2068,2072,2106],[1955,2223,2014],{"className":2224},[2225,2106],"mbin",[1955,2227,2018],{"className":2228},[2068,2106],[1955,2230,2114],{"className":2231},[2113],[1955,2233,2235],{"className":2234},[2086],[1955,2236,2239],{"className":2237,"style":2238},[2090],"height:0.2083em;",[1955,2240],{},[1955,2242,2021],{"className":2243},[2244],"mclose",[1955,2246],{"className":2247,"style":2248},[2127],"margin-right:0.2222em;",[1955,2250,2014],{"className":2251},[2225],[1955,2253],{"className":2254,"style":2248},[2127],[1955,2256,2258,2262,2265,2305,2308,2311],{"className":2257},[2059],[1955,2259],{"className":2260,"style":2261},[2063],"height:0.7333em;vertical-align:-0.15em;",[1955,2263,2026],{"className":2264},[2068,2072],[1955,2266,2268,2271],{"className":2267},[2068],[1955,2269,2031],{"className":2270},[2068,2072],[1955,2272,2274],{"className":2273},[2077],[1955,2275,2277,2297],{"className":2276},[2081,2082],[1955,2278,2280,2294],{"className":2279},[2086],[1955,2281,2283],{"className":2282,"style":2091},[2090],[1955,2284,2285,2288],{"style":2164},[1955,2286],{"className":2287,"style":2099},[2098],[1955,2289,2291],{"className":2290},[2103,2104,2105,2106],[1955,2292,1987],{"className":2293},[2068,2072,2106],[1955,2295,2114],{"className":2296},[2113],[1955,2298,2300],{"className":2299},[2086],[1955,2301,2303],{"className":2302,"style":2121},[2090],[1955,2304],{},[1955,2306],{"className":2307,"style":2248},[2127],[1955,2309,2014],{"className":2310},[2225],[1955,2312],{"className":2313,"style":2248},[2127],[1955,2315,2317,2321,2361],{"className":2316},[2059],[1955,2318],{"className":2319,"style":2320},[2063],"height:0.625em;vertical-align:-0.1944em;",[1955,2322,2324,2327],{"className":2323},[2068],[1955,2325,2040],{"className":2326},[2068,2072],[1955,2328,2330],{"className":2329},[2077],[1955,2331,2333,2353],{"className":2332},[2081,2082],[1955,2334,2336,2350],{"className":2335},[2086],[1955,2337,2339],{"className":2338,"style":2091},[2090],[1955,2340,2341,2344],{"style":2164},[1955,2342],{"className":2343,"style":2099},[2098],[1955,2345,2347],{"className":2346},[2103,2104,2105,2106],[1955,2348,1987],{"className":2349},[2068,2072,2106],[1955,2351,2114],{"className":2352},[2113],[1955,2354,2356],{"className":2355},[2086],[1955,2357,2359],{"className":2358,"style":2121},[2090],[1955,2360],{},[1955,2362,2046],{"className":2363},[2364],"mpunct",[1798,2366,2367,2368,2438,2439,2509],{},"其中 ",[1955,2369,2371,2389],{"className":2370},[1962],[1955,2372,2374],{"className":2373},[1966],[1968,2375,2376],{"xmlns":1970},[1973,2377,2378,2386],{},[1976,2379,2380],{},[1979,2381,2382,2384],{},[1982,2383,2031],{},[1982,2385,1987],{},[2048,2387,2388],{"encoding":2050},"x_t",[1955,2390,2392],{"className":2391,"ariaHidden":2045},[2055],[1955,2393,2395,2398],{"className":2394},[2059],[1955,2396],{"className":2397,"style":2064},[2063],[1955,2399,2401,2404],{"className":2400},[2068],[1955,2402,2031],{"className":2403},[2068,2072],[1955,2405,2407],{"className":2406},[2077],[1955,2408,2410,2430],{"className":2409},[2081,2082],[1955,2411,2413,2427],{"className":2412},[2086],[1955,2414,2416],{"className":2415,"style":2091},[2090],[1955,2417,2418,2421],{"style":2164},[1955,2419],{"className":2420,"style":2099},[2098],[1955,2422,2424],{"className":2423},[2103,2104,2105,2106],[1955,2425,1987],{"className":2426},[2068,2072,2106],[1955,2428,2114],{"className":2429},[2113],[1955,2431,2433],{"className":2432},[2086],[1955,2434,2436],{"className":2435,"style":2121},[2090],[1955,2437],{}," 是产出缺口，",[1955,2440,2442,2460],{"className":2441},[1962],[1955,2443,2445],{"className":2444},[1966],[1968,2446,2447],{"xmlns":1970},[1973,2448,2449,2457],{},[1976,2450,2451],{},[1979,2452,2453,2455],{},[1982,2454,2040],{},[1982,2456,1987],{},[2048,2458,2459],{"encoding":2050},"u_t",[1955,2461,2463],{"className":2462,"ariaHidden":2045},[2055],[1955,2464,2466,2469],{"className":2465},[2059],[1955,2467],{"className":2468,"style":2064},[2063],[1955,2470,2472,2475],{"className":2471},[2068],[1955,2473,2040],{"className":2474},[2068,2072],[1955,2476,2478],{"className":2477},[2077],[1955,2479,2481,2501],{"className":2480},[2081,2082],[1955,2482,2484,2498],{"className":2483},[2086],[1955,2485,2487],{"className":2486,"style":2091},[2090],[1955,2488,2489,2492],{"style":2164},[1955,2490],{"className":2491,"style":2099},[2098],[1955,2493,2495],{"className":2494},[2103,2104,2105,2106],[1955,2496,1987],{"className":2497},[2068,2072,2106],[1955,2499,2114],{"className":2500},[2113],[1955,2502,2504],{"className":2503},[2086],[1955,2505,2507],{"className":2506,"style":2121},[2090],[1955,2508],{}," 是成本或供给冲击。这个式子说明：",[1818,2511,2512,2515,2518,2521],{},[1805,2513,2514],{},"通胀不只由当前需求决定；",[1805,2516,2517],{},"预期通胀会影响工资和价格设定；",[1805,2519,2520],{},"供给冲击可以在没有需求过热时推高通胀；",[1805,2522,2523,2553],{},[1955,2524,2526,2540],{"className":2525},[1962],[1955,2527,2529],{"className":2528},[1966],[1968,2530,2531],{"xmlns":1970},[1973,2532,2533,2537],{},[1976,2534,2535],{},[1982,2536,2026],{},[2048,2538,2539],{"encoding":2050},"\\kappa",[1955,2541,2543],{"className":2542,"ariaHidden":2045},[2055],[1955,2544,2546,2550],{"className":2545},[2059],[1955,2547],{"className":2548,"style":2549},[2063],"height:0.4306em;",[1955,2551,2026],{"className":2552},[2068,2072]," 反映通胀对经济闲置程度的敏感性。",[1798,2555,2556],{},"如果家庭和企业预期通胀持续上升，央行需要通过可信的政策反应改变预期，而不只是一次性改变利率。",[1793,2558,2560],{"id":2559},"_6-自然失业率与滞后效应","6. 自然失业率与滞后效应",[1798,2562,2563],{},"自然失业率并不是“永远不可能降低的失业率”，而是与搜寻匹配、技能、制度、行业结构和通胀稳定条件相关的基准。长期需求刺激可能提高就业，也可能在瓶颈和预期调整后主要表现为通胀。",[1798,2565,2566],{},"宏观政策还可能有滞后：识别冲击需要时间，政策制定有内部滞后，工具影响支出有外部滞后。因此政策分析不能只比较“宣布前”和“宣布后”两个时点。",[1793,2568,2570],{"id":2569},"研究生扩展识别宏观冲击","研究生扩展：识别宏观冲击",[1798,2572,2573],{},"宏观数据中的政策变量往往是内生的：央行在经济恶化时降息，看到降息后不能直接说降息造成衰退。研究生可学习：",[1818,2575,2576,2579,2582,2585,2588],{},[1805,2577,2578],{},"高频金融市场识别；",[1805,2580,2581],{},"叙事法和外生政策变化；",[1805,2583,2584],{},"VAR 中的符号限制与短期限制；",[1805,2586,2587],{},"局部投影和异质冲击响应；",[1805,2589,2590],{},"结构模型中的参数识别和模型比较。",[1798,2592,2593],{},"每一种方法都必须说明冲击如何被定义，以及哪些反应被排除在冲击本身之外。",[1793,2595,2596],{"id":2596},"自测题",[1802,2598,2599,2602,2605,2608,2611],{},[1805,2600,2601],{},"为什么需求扩张在闲置产能较多时更可能增加实际产出？",[1805,2603,2604],{},"为什么供给冲击可能同时提高通胀和失业？",[1805,2606,2607],{},"预期通胀为何会进入工资与价格设定？",[1805,2609,2610],{},"说“存在菲利普斯曲线”是否等于说政策可以永久降低失业？",[1805,2612,2613],{},"如何区分一个利率变化是政策冲击还是央行对经济信息的反应？",[1793,2615,2616],{"id":2616},"下一章",[1798,2618,2619],{},"下一章把财政政策从简单乘数扩展到自动稳定器、债务动态、融资成本和财政可持续性。",{"title":10,"searchDepth":2621,"depth":2621,"links":2622},2,[2623,2624,2625,2626,2627,2631,2632,2633,2634,2635],{"id":1795,"depth":2621,"text":1796},{"id":1816,"depth":2621,"text":1816},{"id":1837,"depth":2621,"text":1838},{"id":1847,"depth":2621,"text":1848},{"id":1857,"depth":2621,"text":1858,"children":2628},[2629],{"id":1940,"depth":2630,"text":1940},3,{"id":1949,"depth":2621,"text":1950},{"id":2559,"depth":2621,"text":2560},{"id":2569,"depth":2621,"text":2570},{"id":2596,"depth":2621,"text":2596},{"id":2616,"depth":2621,"text":2616},"用总需求—总供给和菲利普斯曲线分析宏观冲击、预期与短期权衡。","md",{},true,{"title":1440,"description":2636},"W_R1gH9UDzZ3XZLsdbMEYyZ8F7mFs_NRiiiMWfUv4PA",[2643,2645],{"title":1436,"path":1437,"stem":1438,"description":2644,"children":-1},"从银行资产负债表、货币创造和利率传导理解中央银行政策。",{"title":1444,"path":1445,"stem":1446,"description":2646,"children":-1},"分析政府支出、税收、自动稳定器、公共债务和财政空间。",1785754750450]