| Lecture 01： Introduction to 14.310x Data Analysis for Social Scientists.en.vtt |
88.05kB |
| Lecture 01： Introduction to 14.310x Data Analysis for Social Scientists.mp4 |
142.30MB |
| Lecture 02： Fundamentals of Probability.en.vtt |
88.27kB |
| Lecture 02： Fundamentals of Probability.mp4 |
236.03MB |
| Lecture 03： Random Variables, Distributions, and Joint Distributions.en.vtt |
88.26kB |
| Lecture 03： Random Variables, Distributions, and Joint Distributions.mp4 |
251.21MB |
| Lecture 04： Gathering and Collecting Data.en.vtt |
127.48kB |
| Lecture 04： Gathering and Collecting Data.mp4 |
352.89MB |
| Lecture 05： Summarizing and Describing Data.en.vtt |
99.77kB |
| Lecture 05： Summarizing and Describing Data.mp4 |
222.62MB |
| Lecture 06： Joint, Marginal, and Conditional Distributions.en.vtt |
70.84kB |
| Lecture 06： Joint, Marginal, and Conditional Distributions.mp4 |
155.18MB |
| Lecture 07： Functions of Random Variables.en.vtt |
102.28kB |
| Lecture 07： Functions of Random Variables.mp4 |
379.46MB |
| Lecture 08： Moments of Distribution.en.vtt |
104.70kB |
| Lecture 08： Moments of Distribution.mp4 |
349.02MB |
| Lecture 09： Expectation, Variance, and Introduction to Regression.en.vtt |
87.12kB |
| Lecture 09： Expectation, Variance, and Introduction to Regression.mp4 |
190.11MB |
| Lecture 10： Special Distributions.en.vtt |
106.48kB |
| Lecture 10： Special Distributions.mp4 |
303.25MB |
| Lecture 11： Special Distributions, continued. The Sample Mean, Central Limit Theorem, and Estimation.en.vtt |
96.77kB |
| Lecture 11： Special Distributions, continued. The Sample Mean, Central Limit Theorem, and Estimation.mp4 |
283.13MB |
| Lecture 12： Assessing and Deriving Estimators.en.vtt |
86.00kB |
| Lecture 12： Assessing and Deriving Estimators.mp4 |
211.82MB |
| Lecture 13. Confidence Intervals, Hypothesis Testing, and Power Calculations.en.vtt |
105.37kB |
| Lecture 13. Confidence Intervals, Hypothesis Testing, and Power Calculations.mp4 |
291.46MB |
| Lecture 14： Causality.en.vtt |
110.90kB |
| Lecture 14： Causality.mp4 |
142.49MB |
| Lecture 15： Analyzing Randomized Experiments.en.vtt |
110.93kB |
| Lecture 15： Analyzing Randomized Experiments.mp4 |
256.73MB |
| Lecture 16： (More) Explanatory Data Analysis： Nonparametric Comparisons and Regressions.en.vtt |
127.76kB |
| Lecture 16： (More) Explanatory Data Analysis： Nonparametric Comparisons and Regressions.mp4 |
344.98MB |
| Lecture 17： The Linear Model.en.vtt |
103.36kB |
| Lecture 17： The Linear Model.mp4 |
203.31MB |
| Lecture 18： The Multivariate Model.en.vtt |
53.56kB |
| Lecture 18： The Multivariate Model.mp4 |
194.52MB |
| Lecture 19： Practical Issues in Running Regressions.en.vtt |
111.02kB |
| Lecture 19： Practical Issues in Running Regressions.mp4 |
378.85MB |
| Lecture 20： Omitted Variable Bias.en.vtt |
118.43kB |
| Lecture 20： Omitted Variable Bias.mp4 |
255.05MB |
| Lecture 21： Endogeneity and Instrument Variables.en.vtt |
105.30kB |
| Lecture 21： Endogeneity and Instrument Variables.mp4 |
301.93MB |
| Lecture 22： Experimental Design.en.vtt |
105.55kB |
| Lecture 22： Experimental Design.mp4 |
233.18MB |
| Lecture 23： Visualizing Data.en.vtt |
123.34kB |
| Lecture 23： Visualizing Data.mp4 |
217.77MB |
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