MIT OCW 14.310x Data Analysis for Social Scientists (Spring 2023)
File List
- Lecture 07： Functions of Random Variables.mp4 361.9 MB
- Lecture 19： Practical Issues in Running Regressions.mp4 361.3 MB
- Lecture 04： Gathering and Collecting Data.mp4 336.5 MB
- Lecture 08： Moments of Distribution.mp4 332.8 MB
- Lecture 16： (More) Explanatory Data Analysis： Nonparametric Comparisons and Regressions.mp4 329.0 MB
- Lecture 10： Special Distributions.mp4 289.2 MB
- Lecture 21： Endogeneity and Instrument Variables.mp4 287.9 MB
- Lecture 13. Confidence Intervals, Hypothesis Testing, and Power Calculations.mp4 278.0 MB
- Lecture 11： Special Distributions, continued. The Sample Mean, Central Limit Theorem, and Estimation.mp4 270.0 MB
- Lecture 15： Analyzing Randomized Experiments.mp4 244.8 MB
- Lecture 20： Omitted Variable Bias.mp4 243.2 MB
- Lecture 03： Random Variables, Distributions, and Joint Distributions.mp4 239.6 MB
- Lecture 02： Fundamentals of Probability.mp4 225.1 MB
- Lecture 22： Experimental Design.mp4 222.4 MB
- Lecture 05： Summarizing and Describing Data.mp4 212.3 MB
- Lecture 23： Visualizing Data.mp4 207.7 MB
- Lecture 12： Assessing and Deriving Estimators.mp4 202.0 MB
- Lecture 17： The Linear Model.mp4 193.9 MB
- Lecture 18： The Multivariate Model.mp4 185.5 MB
- Lecture 09： Expectation, Variance, and Introduction to Regression.mp4 181.3 MB
- Lecture 06： Joint, Marginal, and Conditional Distributions.mp4 148.0 MB
- Lecture 14： Causality.mp4 135.9 MB
- Lecture 01： Introduction to 14.310x Data Analysis for Social Scientists.mp4 135.7 MB
- Lecture 16： (More) Explanatory Data Analysis： Nonparametric Comparisons and Regressions.en.vtt 124.8 KB
- Lecture 04： Gathering and Collecting Data.en.vtt 124.5 KB
- Lecture 23： Visualizing Data.en.vtt 120.5 KB
- Lecture 20： Omitted Variable Bias.en.vtt 115.7 KB
- Lecture 19： Practical Issues in Running Regressions.en.vtt 108.4 KB
- Lecture 15： Analyzing Randomized Experiments.en.vtt 108.3 KB
- Lecture 14： Causality.en.vtt 108.3 KB
- Lecture 10： Special Distributions.en.vtt 104.0 KB
- Lecture 22： Experimental Design.en.vtt 103.1 KB
- Lecture 13. Confidence Intervals, Hypothesis Testing, and Power Calculations.en.vtt 102.9 KB
- Lecture 21： Endogeneity and Instrument Variables.en.vtt 102.8 KB
- Lecture 08： Moments of Distribution.en.vtt 102.2 KB
- Lecture 17： The Linear Model.en.vtt 100.9 KB
- Lecture 07： Functions of Random Variables.en.vtt 99.9 KB
- Lecture 05： Summarizing and Describing Data.en.vtt 97.4 KB
- Lecture 11： Special Distributions, continued. The Sample Mean, Central Limit Theorem, and Estimation.en.vtt 94.5 KB
- Lecture 02： Fundamentals of Probability.en.vtt 86.2 KB
- Lecture 03： Random Variables, Distributions, and Joint Distributions.en.vtt 86.2 KB
- Lecture 01： Introduction to 14.310x Data Analysis for Social Scientists.en.vtt 86.0 KB
- Lecture 09： Expectation, Variance, and Introduction to Regression.en.vtt 85.1 KB
- Lecture 12： Assessing and Deriving Estimators.en.vtt 84.0 KB
- Lecture 06： Joint, Marginal, and Conditional Distributions.en.vtt 69.2 KB
- Lecture 18： The Multivariate Model.en.vtt 52.3 KB
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