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Methodology

More in Methodology

ExplainerCausal Inference

The Mechanics of Propensity Score Matching: How Observational Studies Mimic Randomized Control Trials

Real-World Evidence Advocates 45%Clinical Trial Purists 30%Methodological Skeptics 25%

8 sources · 5d ago

Research BriefModel Evaluation

The Mechanics of the ROC Curve and AUC: How Classification Model Performance is Assessed Independent of Class Imbalance

General-Purpose Statisticians 60%Rare-Event Researchers 40%

6 sources · 6d ago

ExplainerSurvey Methodology

The Mechanics of Weighting in Survey Data: Comparing Raking, Post-Stratification, and Propensity Score Adjustment

Traditional Methodologists 40%Modern Data Scientists 40%Data Skeptics 20%

7 sources · 7d ago

ExplainerStatistical Methods

The Mechanics of Statistical Significance: Comparing P-Values, Confidence Intervals, and Effect Size

Replication Reformers 45%Clinical Practitioners 35%Traditional Frequentists 20%

9 sources · 8d ago

ExplainerCancer Screening

Data From 140,000-Person Trial Paves Way for Single Blood Test to Screen for 50 Cancers

Early Detection Advocates 40%Methodology Skeptics 30%Public Health Evaluators 30%

6 sources · 9d ago

Inflation MetricsEvidence Pack

BEA Methodology Change Will Retroactively Revise US Inflation Data Back to 2021, Lowering PCE Index

Methodological Purists 45%Monetary Policy Watchers 40%Market Skeptics 15%

3 sources · 10d ago

Research BriefEconomic Measurement

NBER-Led Initiative Pushes Integration of Private Transaction Data Into Core US Economic Statistics

Real-Time Data Advocates 45%Traditional Statisticians 35%Methodological Reformers 20%

3 sources · 11d ago

Research BriefMechanistic AI

Mechanistic Machine Learning Models Uncover Physical Laws, Shifting AI From Pattern Recognition to Active Scientific Discovery

Mechanistic AI Researchers 40%Applied Domain Scientists 40%Scientific Skeptics 20%

6 sources · 12d ago

ExplainerEconomic Methodology

Inside the BTOS: How a Biweekly Survey of 1.2 Million Businesses Provides Real-Time Economic Data

High-Frequency Data Advocates 45%Methodological Skeptics 30%Respondent Burden Critics 25%

3 sources · 13d ago

ExplainerMacroeconomics

New Fed Model Rewrites Inflation Dynamics: Uncertainty, Not Cycles, Drives Fluctuations

Uncertainty-Focused Macroeconomists 45%Traditional Keynesian Economists 30%Corporate Pricing Strategists 25%

3 sources · 14d ago

Research BriefAI Economy

Stanford Launches AI Economic Indicators to Track AI's Real-Time Impact on Labor and Productivity

Labor Economists 35%Macroeconomists 35%Technology Optimists 30%

6 sources · 15d ago

ExplainerEconomic Measurement

How the World Bank's New 'Prosperity Gap' Rewrites the Math on Global Poverty

Development Economists 40%Global Aid Organizations 35%Data Methodologists 25%

5 sources · 17d ago

ExplainerEconomic Measurement

How the ONS Blue Book 2026 Revisions Rewrote UK Economic History

National Statisticians 40%Market Analysts 35%Methodological Reviewers 25%

5 sources · 18d ago

ExplainerClimate Economics

New Economic Methodology Finds Climate Damages Overestimated by Half Without Accounting for Global Convergence

Macroeconomic Theorists 40%Empirical Econometricians 30%Climate Policy Analysts 30%

4 sources · 19d ago

Federal DataAccountability Tracker

New Tracker Finds 338 Federal Data Collections Modified, 28 Deleted Since 2025

Civic Data Advocates 45%Research and Nonprofit Sector 35%Federal Administration Officials 20%

5 sources · 20d ago

ExplainerResearch Integrity

New Study Finds Proprietary AI and 'Black Box' Tools Threaten Scientific Reproducibility

Open Science Advocates 45%Pragmatic Researchers 30%Commercial AI Developers 25%

7 sources · 21d ago

ExplainerAI Bias

Study Finds AI Models Invent New Biases on Neutral Data, Challenging Training Data Paradigm

Mechanism Researchers 40%Sociotechnical Critics 35%Algorithmic Neutrality Advocates 25%

5 sources · 23d ago

ExplainerFederal Data

Staffing Crisis and Leadership Vacancies Threaten Integrity of US Federal Economic and Social Data, ASA Report Finds

Statistical Agency Advocates 40%Federal Workforce Analysts 30%Data User Community 30%

4 sources · 25d ago

ExplainerAI Governance

How the US Census Bureau and Federal Agencies Are Building 'Audit Trails' for AI

Federal Policymakers 40%Statistical Agencies 30%Algorithmic Accountability Advocates 30%

6 sources · 27d ago

Research BriefAI Reproducibility

How Data Reproducibility is Bottlenecking AI-Driven Scientific Discovery

Experimental Scientists 35%Machine Learning Critics 35%Open Science Advocates 30%

8 sources · 29d ago

Economic DataMethodology Explainer

How Tweaks to Government Data Models Are Shifting Inflation Metrics and Privacy Rules

Statistical Methodologists 40%Market Analysts 35%Policy Watchdogs 25%

7 sources · 31d ago

Cancer ScreeningEvidence Pack

140,000-Person UK Trial Data Validates Single Blood Test for Early Detection of 50 Cancers

Clinical Optimists 45%Evidence Skeptics 30%Public Health Evaluators 25%

3 sources · 43d ago

Research BriefNeural Decoding

Machine Learning Framework Disentangles the Reusable 'Building Blocks' of Brain Activity

Computational Neuroscientists 40%Clinical BCI Developers 35%Traditional Cellular Biologists 25%

4 sources · 55d ago

ExplainerStatistical Methodology

New Statistical Test Quantifies the Value of Personalized Interventions in Medicine and Policy

Methodologists & Statisticians 40%Clinical & Policy Practitioners 35%Resource Allocators 25%

5 sources · 56d ago

ExplainerStatistical Modeling

New Bayesian Regression Model Simplifies Analysis of 'Messy' Health and Climate Data, Bypassing Complex Algorithms

Methodological Innovators 40%Applied Data Scientists 35%Domain Researchers 25%

3 sources · 57d ago

ExplainerStatistical Infrastructure

The Evidence Pack: How Statisticians Are Solving the Government Survey Response Crisis

Federal Statisticians 40%Economic Researchers 40%Global Data Analysts 20%

4 sources · 62d ago

Inflation DataMethodology Explainer

BEA Methodology Change to Core PCE Inflation Will Lower Official Readings by 0.2%

Data Methodologists 40%Market Strategists 40%Monetary Policy Doves 20%

4 sources · 57d ago

Research BriefFederated Analytics

The Evidence Pack: How Federated and Swarm Learning Are Solving the Data Privacy Paradox

Clinical Researchers 40%Privacy Advocates & Regulators 35%Data Infrastructure Engineers 25%

5 sources · 74d ago

Research BriefSynthetic Data

Evaluating Synthetic Data: The New Methodological Standard for Privacy-Preserving Analytics

Data Scientists & AI Developers 40%Privacy & Compliance Regulators 35%Clinical & Biomedical Researchers 25%

3 sources · 76d ago

ExplainerCausal Inference

How Target Trial Emulation is Fixing the Flaws in Observational Medical Data

Causal Inference Methodologists 44%Clinical Researchers 33%Regulatory Agencies 22%

6 sources · 82d ago

ExplainerCausal Inference

Beyond Correlation: How Causal Machine Learning is Rewriting Data Science

Applied Data Scientists 45%Causal Inference Theorists 30%Policy Evaluators 25%

4 sources · 83d ago

Bayesian StatisticsEvidence Pack

FDA Issues Guidance to Modernize Clinical Trial Statistics with Bayesian Methodology

Regulatory Agencies 35%Pharmaceutical Sponsors 35%Biostatisticians & Methodologists 30%

6 sources · 62d ago