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What you will work through.

The full curriculum, start to finish. Every lesson and assignment unlocks the moment you buy the course.

Unit 01

Thinking Like an Econometrician

4 items
  • The three models — function, econometric model, and OLS
    7 min read Unlocks with purchase
  • What is econometrics?
    6 min read Unlocks with purchase
  • Data types and structure
    7 min read Unlocks with purchase
  • Unit 1 checkpoint
    1 min read Unlocks with purchase
Unit 02

Review of Statistics

7 items
  • Centre and spread — mean, variance, and standard deviation
    8 min read Unlocks with purchase
  • The coefficient of variation — comparing dispersion across scales
    6 min read Unlocks with purchase
  • Covariance and correlation — measuring how two variables move together
    9 min read Unlocks with purchase
  • The one-sample t-test — testing a claim about a population mean
    10 min read Unlocks with purchase
  • The two-sample t-test — comparing two group means
    9 min read Unlocks with purchase
  • The chi-square goodness-of-fit test — do observed frequencies match what we expect?
    10 min read Unlocks with purchase
  • Unit 2 checkpoint — descriptive statistics and hypothesis testing on one dataset
    1 min read Unlocks with purchase
Unit 03

Estimators & Their Properties

4 items
  • What is an estimator?
    7 min read Unlocks with purchase
  • Bias and the MSE method
    9 min read Unlocks with purchase
  • Variance of a linear combination
    9 min read Unlocks with purchase
  • Unit checkpoint: Estimators & Their Properties
    1 min read Unlocks with purchase
Unit 04

The Simple Regression Model (OLS)

6 items
  • The simple regression model and its assumptions
    8 min read Unlocks with purchase
  • Computing the OLS coefficients by hand
    9 min read Unlocks with purchase
  • R-squared — how much does the model explain?
    8 min read Unlocks with purchase
  • Interpreting the line — the B0, B1, and R² templates
    9 min read Unlocks with purchase
  • Prediction and the incremental effect
    7 min read Unlocks with purchase
  • Unit 4 checkpoint — estimate, interpret, and predict
    1 min read Unlocks with purchase
Unit 05

Transformations & Multiple Regression

5 items
  • Why transform? The case for logarithms
    7 min read Unlocks with purchase
  • The four functional forms — interpreting B1 when logs are involved
    8 min read Unlocks with purchase
  • The multiple regression model — adding explanatory variables
    7 min read Unlocks with purchase
  • Interpreting the MLRM — ceteris-paribus templates and incremental effects
    8 min read Unlocks with purchase
  • Unit 5 checkpoint — transformations and multiple regression
    1 min read Unlocks with purchase
Unit 06

Review & Mid-term Practice

4 items
  • Integrator — describe the data, estimate the line, and interpret the result
    1 min read Unlocks with purchase
  • Integrator — estimator properties, MSE, and functional-form interpretation
    1 min read Unlocks with purchase
  • Practice mid-term A — Arko Apparel
    1 min read Unlocks with purchase
  • Practice mid-term B — Priamo Hotels
    1 min read Unlocks with purchase

The same notes and practice problems that business students have used to build the foundational understanding.

Open the manual.

One purchase, €99. Yours for every exam season. Live session available as a bundle at checkout.

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