MIT OCW 14.310x Data Analysis for Social Scientists (Spring 2023)

mp4   Hot:15   Size:5.49 GB   Created:2025-01-25 00:40:56   Update:2025-03-23 22:37:48  

File List

  • Lecture 07: Functions of Random Variables.mp4 361.88 MB
    Lecture 01: Introduction to 14.310x Data Analysis for Social Scientists.mp4 135.7 MB
    Lecture 02: Fundamentals of Probability.en.vtt 86.2 KB
    Lecture 02: Fundamentals of Probability.mp4 225.1 MB
    Lecture 03: Random Variables, Distributions, and Joint Distributions.en.vtt 86.19 KB
    Lecture 03: Random Variables, Distributions, and Joint Distributions.mp4 239.58 MB
    Lecture 04: Gathering and Collecting Data.en.vtt 124.49 KB
    Lecture 04: Gathering and Collecting Data.mp4 336.54 MB
    Lecture 05: Summarizing and Describing Data.en.vtt 97.43 KB
    Lecture 05: Summarizing and Describing Data.mp4 212.31 MB
    Lecture 06: Joint, Marginal, and Conditional Distributions.en.vtt 69.18 KB
    Lecture 06: Joint, Marginal, and Conditional Distributions.mp4 147.99 MB
    Lecture 07: Functions of Random Variables.en.vtt 99.88 KB
    Lecture 01: Introduction to 14.310x Data Analysis for Social Scientists.en.vtt 85.98 KB
    Lecture 08: Moments of Distribution.en.vtt 102.24 KB
    Lecture 08: Moments of Distribution.mp4 332.85 MB
    Lecture 09: Expectation, Variance, and Introduction to Regression.en.vtt 85.08 KB
    Lecture 09: Expectation, Variance, and Introduction to Regression.mp4 181.3 MB
    Lecture 10: Special Distributions.en.vtt 103.98 KB
    Lecture 10: Special Distributions.mp4 289.2 MB
    Lecture 11: Special Distributions, continued. The Sample Mean, Central Limit Theorem, and Estimation.en.vtt 94.51 KB
    Lecture 11: Special Distributions, continued. The Sample Mean, Central Limit Theorem, and Estimation.mp4 270.02 MB
    Lecture 12: Assessing and Deriving Estimators.en.vtt 83.98 KB
    Lecture 12: Assessing and Deriving Estimators.mp4 202.01 MB
    Lecture 13. Confidence Intervals, Hypothesis Testing, and Power Calculations.en.vtt 102.9 KB
    Lecture 13. Confidence Intervals, Hypothesis Testing, and Power Calculations.mp4 277.96 MB
    Lecture 14: Causality.en.vtt 108.3 KB
    Lecture 14: Causality.mp4 135.88 MB
    Lecture 15: Analyzing Randomized Experiments.en.vtt 108.33 KB
    Lecture 15: Analyzing Randomized Experiments.mp4 244.84 MB
    Lecture 16: (More) Explanatory Data Analysis: Nonparametric Comparisons and Regressions.en.vtt 124.77 KB
    Lecture 16: (More) Explanatory Data Analysis: Nonparametric Comparisons and Regressions.mp4 329 MB
    Lecture 17: The Linear Model.en.vtt 100.94 KB
    Lecture 17: The Linear Model.mp4 193.9 MB
    Lecture 18: The Multivariate Model.en.vtt 52.3 KB
    Lecture 18: The Multivariate Model.mp4 185.51 MB
    Lecture 19: Practical Issues in Running Regressions.en.vtt 108.42 KB
    Lecture 19: Practical Issues in Running Regressions.mp4 361.3 MB
    Lecture 20: Omitted Variable Bias.en.vtt 115.65 KB
    Lecture 20: Omitted Variable Bias.mp4 243.24 MB
    Lecture 21: Endogeneity and Instrument Variables.en.vtt 102.83 KB
    Lecture 21: Endogeneity and Instrument Variables.mp4 287.94 MB
    Lecture 22: Experimental Design.en.vtt 103.08 KB
    Lecture 22: Experimental Design.mp4 222.38 MB
    Lecture 23: Visualizing Data.en.vtt 120.45 KB
    Lecture 23: Visualizing Data.mp4 207.68 MB

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