Curriculum

6 Chapters · 59 Lessons

  1. 1

    Descriptive Statistics

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      Welcome to Module 1!

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      1.1: Quantitative & Categorical Variables (Video)

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      1.1: Quantitative & Categorical Variables (Questions)

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      1.2: Central Tendency (Video)

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      1.2: Central Tendency (Questions)

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      2.3: Measures of Spread (Video)

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      1.3: Measures of Spread (Questions)

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      1.4: Percentile (Video)

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      1.4: Percentile (Questions)

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      Module 1 Feedback

  2. 2

    Central Limit Theorem

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      Welcome to Module 2!

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      2.1: Population Vs Sample (Video)

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      2.1: Population Vs Sample (Questions)

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      2.2: Standard Error

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      2.2: Standard Error (Questions)

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      Module 2 Feedback

  3. 3

    Inference

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      Welcome to Module 3!

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      3.1: Confidence Intervals (Video)

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      3.1: Confidence Intervals (Questions)

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      3.2: Test Statistics (Video)

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      3.2: Test Statistics (Questions)

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      3.3: Hypothesis Testing (Video)

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      3.3: Hypothesis Testing (Questions)

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      Module 3 Feedback

  4. 4

    Data Analysis with "R"

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      Welcome to Module 4!

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      4.0: Installing R and R Studio

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      4.0: Installing R and R Studio: Download Links

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      4.1: Tour of R Studio (Video)

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      4.1: Tour of R Studio (Questions)

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      4.2: Scripts and Libraries (Video)

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      4.2: Scripts and Libraries (Questions)

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      4.3: Basic R Operations (Video)

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      4.3: Basic R Operations (Questions)

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      4.4: Opening Data in R (Video)

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      4.4: Opening Data in R (Questions)

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      4.5: Descriptives in R (Video)

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      4.5: Descriptives in R (Questions)

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      4.6: Graphing in R (Video)

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      4.6: Graphing in R (Questions)

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      Module 4 Feedback

  5. 5

    Data Analysis with "Stata"

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      Welcome to Module 5!

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      5.1: Commands and Do Files (Video)

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      5.1: Commands and Do Files (Questions)

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      5.2: Datasets in Stata (Video)

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      5.2: Datasets in Stata (Questions)

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      5.3: Summary Stats in Stata (Video)

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      5.3: Summary Stats in Stata (Questions)

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      5.4: T-Tests & CIs in Stata (Video)

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      5.4: T-Tests & CIs in Stata (Questions)

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      5.5: Regressions in Stata (Video)

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      5.6: Graphs in Stata (Video)

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      Stata FAQs and Basic Commands

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      Stata Cheat Sheet

    14. (Included in full purchase)

      Module 5 Feedback

  6. 6

    Bonus Videos: Correlation & Causation

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      Welcome to Module 6!

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      6.1: Correlation (Video)

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      6.2: Selection Bias (Video)

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      6.3: Causal Inference (Video)

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      Module 6 Feedback