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Growth Paths / Economics 4: Statistics and econometrics
AdvancedSkills

Economics 4: Statistics and econometrics

Learn from data, and know how it can mislead.

Learn from data, and know how it can mislead. Free courses, a free self-check for each, and real work confirmed by 3 people. Part of the Varsity Curriculum: Economics, modelled on a typical 4-year undergraduate program.

3 required outcomes34 weeksCredential on completion

Path outcomes

Skills

Master Statistics for Data Analysis

Business Statistics: reuses an outcome Powstik already has.

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5 milestones

  1. 1Describe a real dataset with statistics
  2. 2Run and interpret a hypothesis test
  3. 3Build and evaluate a regression model
  4. 4Design and analyse an A/B test
  5. 5Communicate findings to a non-technical audience
Skills

Learn Econometrics (MIT 14.32)

Econometrics

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2 milestones

  1. 1Do the exercises and show your work
  2. 2Estimate one effect with public data
Skills

Econometric Analysis with Real Data

Econometric analysis with real data: reuses an outcome Powstik already has.

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3 milestones

  1. 1Identify a real research question and select a suitable econometric model
  2. 2Estimate the model and interpret results with diagnostics
  3. 3Defend methodology and results under economist challenge

Resources for this path

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The main source of free courses in this curriculum.