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ECON 104Data Science for Economists

Economics · 4 units · Undergraduate upper division (100-199)

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In-depth discussion of multivariate regression. Introduction to estimation of multivariate regression, and confidence intervals and hypothesis tests in context of multivariate regression. Discussion of instrumental variables and binary choice models. Emphasis on hands-on experience on data analytics and real data applications.

P/NP or letter grading.

When it runs

Checking the Schedule of Classes…

Requisites

Official UCLA wording

Enforced requisites: courses 11, 103. Enforced corequisite: course 104L.

BruinTree reads · Corequisite

confidence 1.00 · from UCLA’s structured data
ECON 104L

BruinTree reads · Prerequisite

confidence 1.00 · from UCLA’s structured data
all of
  • ECON 11
  • ECON 103

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Requires

Everything that has to come before this course, not just the courses named in the requisite above.

ECON 104

  • ECON 11Microeconomic Theory
    • ECON 1Principles of Economics
    • MATH 31ADifferential and Integral Calculus
      • MATH 1Precalculus
    • MATH 31BIntegration and Infinite Series
      • MATH 31ADifferential and Integral Calculusanother path to it
  • ECON 103Introduction to Econometrics
    • ECON 11Microeconomic Theoryanother path to it
    • ECON 41Probability and Statistics for Economists
      • MATH 31ADifferential and Integral Calculusanother path to it
      • MATH 31BIntegration and Infinite Seriesanother path to it
    • MATH 170EIntroduction to Probability and Statistics 1: Probability
      • MATH 32BCalculus of Several Variables1 more beneath
    • ECON 103LEconometrics Laboratory
      • ECON 11Microeconomic Theoryanother path to it
      • ECON 41Probability and Statistics for Economistsanother path to it
      • MATH 170EIntroduction to Probability and Statistics 1: Probabilityanother path to it
    • STATS 100AIntroduction to Probability
      • MATH 32BCalculus of Several Variablesanother path to it
      • MATH 33ALinear Algebra and Applications2 more beneath
    • MATH 170SIntroduction to Probability and Statistics 2: Statistics
      • MATH 31ADifferential and Integral Calculusanother path to it
      • STATS 100AIntroduction to Probabilityanother path to it
      • MATH 31BIntegration and Infinite Seriesanother path to it
    • STATS 100BIntroduction to Mathematical Statistics
      • MATH 170AProbability Theory I1 more beneath
      • STATS 100AIntroduction to Probabilityanother path to it
      • MATH 170EIntroduction to Probability and Statistics 1: Probabilityanother path to it
  • ECON 104LData Science for Economists Laboratory
    • ECON 11Microeconomic Theoryanother path to it
    • ECON 103Introduction to Econometricsanother path to it
    • ECON 104Data Science for Economistsanother path to it

3 direct requisites. Showing 32 courses over 3 levels; the branches marked with a count carry on past it. Every course here opens its own tree.

Unlocks

What this course is a requisite for, and what those courses lead to in turn.

ECON 104

  • ECON 104LData Science for Economists Laboratory
    • ECON 104Data Science for Economistsanother path to it
    • ECON 144Economic Forecastinganother path to it
  • ECON 144Economic Forecasting

2 courses list this as a requisite. The whole downstream is here — 4 courses over 2 levels. Every course here opens its own tree.

  • Fall 2025
  • Winter 2026
  • Spring 2026
  • Summer 2026
  • Fall 2026
  • Winter 2027
  • Spring 2027

Scheduled, not typical — from UCLA’s Schedule of Classes, which publishes Fall 2025 through Spring 2027 and nothing before it.