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Macro by Mark

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Overview

OverviewThe flagship learning arc.ConceptsCore measures, terms, and mechanisms.PolicyFiscal, monetary, and transmission routes.

Debate and context

SchoolsCompeting macro traditions.CompareLine up schools and assumptions.HistoryHow the field evolved.

Work with it

ModelsEmpirical, structural, and theoretical routes.GlossaryFast definitions while you learn.
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Macro by Mark
Home
Macro
Overview
OverviewThe flagship learning arc.ConceptsCore measures, terms, and mechanisms.PolicyFiscal, monetary, and transmission routes.
Debate and context
SchoolsCompeting macro traditions.CompareLine up schools and assumptions.HistoryHow the field evolved.
Work with it
ModelsEmpirical, structural, and theoretical routes.GlossaryFast definitions while you learn.
News
Calendar
Indicators
Tracked categories
All libraryThe full tracked working set.GrowthOpen this indicator lane.Prices & InflationOpen this indicator lane.Labor MarketOpen this indicator lane.Monetary & Financial ConditionsOpen this indicator lane.Nowcasting & Leading IndicatorsOpen this indicator lane.
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Starter setCurated core series first.Global trackedCommitted non-U.S. public slice.Source searchSearch deeper provider catalogs.API & dataPublic routes, export, and docs.
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Models

Macroeconomic Models

Start with the macro question, then open the lightest model route that can answer it.

Help

Macro map

OverviewConceptsPolicySchoolsCompareHistoryModels

Paths

QuestionsTheory-Based ModelsData-Driven ModelsDSGEAgent-based

Question-first, then mechanism-first, data-first, structural, or agent-based

Questions first

Start with the question, not the model label

A model approach is only useful after the question is clear. Use the cards below to route straight into the lightest model path that fits the macro problem you are actually trying to answer.

GrowthInflationPolicyFinance

“Question first. Approach second. Job last.”

Recent runs

Resume recent model work

Recent empirical and DSGE work now carries across the model routes, so you can reopen the last lab instead of starting cold.

Open workspace

No model runs yet. Start an empirical or DSGE lab and the latest run will show up here.

Theory-Based ModelsData-Driven Models

Why does output keep rising or stall?

Start with the lightest model that separates long-run capacity from short-run demand, then move to empirical forecasts if the question becomes near-run direction.

Data-Driven ModelsOutput and Income
Open Solow growthBest first stop for this question
Dynamic Stochastic General EquilibriumTheory-Based Models

Why is inflation broadening or easing?

Use a structural inflation route when persistence, expectations, and policy transmission are the real question; keep a simpler framework nearby for first-pass intuition.

AD-ASPrices
Open New Keynesian DSGEBest first stop for this question
Theory-Based ModelsData-Driven Models

Why do job losses persist or reverse?

Labor questions usually need one model for slack and one model for timing. Start with a labor-macro framework, then move to forecast workflows if the signal is the job rather than the mechanism.

Labor-market forecastingUnemployment
Open Phillips curveBest first stop for this question
Dynamic Stochastic General EquilibriumTheory-Based Models

When is policy stabilizing, and when is it amplifying?

If the question is timing, expectations, and counterfactuals, move into a policy-capable structural route early rather than staying in a generic model chooser.

IS-LMPolicy
Open DSGE routesBest first stop for this question
Agent-Based Computational ModelsDynamic Stochastic General Equilibrium

How does financial stress spread?

Use richer model routes when balance sheets, credit frictions, and feedback loops stop looking like side channels and start driving the macro outcome.

Financial acceleratorFinancial stability
Open housing / credit ABMBest first stop for this question

Approaches

If you already know the modeling approach you want, open that route directly

Approach-led path
Live
Intuition-firstAccessibleMechanism-first explanation

Theory-Based Models

Compact macro frameworks for tracing one mechanism at a time, with browse, explore, proof, and compare views built for teaching-scale analysis.

CatalogIS-LMSolow
Theory-Based ModelsBrowse the catalog, explore scenarios, read proofs, or compare the current setup with local saved scenarios.
Live
Data-firstAppliedData-Driven forecast workflow

Data-Driven Models

Data-Driven Models start from observed macro data: bring in a provider series or uploaded dataset, choose a model class, keep diagnostics visible, and move into the live baseline or broader guided routes.

ConnectModelEvaluate
Data-Driven ModelsARIMA runs; the other model classes stay visible as guided setup and evaluation lanes.
Guided live
StructuralAdvancedStructural policy analysis

Dynamic Stochastic General Equilibrium

Forward-looking structural systems used to formalize policy analysis, expectations, and intertemporal macro adjustment.

RBCNKSOE-NK
DSGEGuided structural labs are live; estimation and result surfaces stay intentionally curated.
Guided live
Heterogeneous simulationAdvancedDistribution and network effects

Agent-Based Computational Models

Bottom-up macro simulations for studying what emerges when heterogeneous households, firms, banks, and policymakers follow local rules and interact over time.

Housing / credit
Agent-basedThe flagship housing and credit lab runs; broader ACE extensions stay staged.

Jobs

Pick the job, then open the route

One click deeper

Theory-Based Models

Build Intuition

Stripped-down frameworks isolate one mechanism cleanly before richer estimation enters the picture.

Theory-Based ModelsData-Driven Models
Open routeStarts in Theory-Based Models

Data-Driven Models

Generate a Baseline Forecast

Data-driven routes are most useful when the task is baseline direction, live monitoring, diagnostics, and forecast comparison.

Data-Driven ModelsTheory-Based Models
Open routeStarts in Data-Driven Models

DSGE

Study Policy Transmission

Move toward models that can separate mechanism from counterfactual and make policy assumptions explicit.

Theory-Based ModelsDynamic Stochastic General Equilibrium
Open routeStarts in DSGE

Agent-based

Study Distribution and Heterogeneity

Richer computational or heterogeneous-agent models matter when averages hide who is actually taking the shock.

Agent-Based Computational ModelsDynamic Stochastic General Equilibrium
Open routeStarts in Agent-based
Macro by Mark

U.S. macro data with release timing, boards, and macro context.

Public U.S. data from agencies and market feeds.

MarkJayson.com

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