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45 STUDENTS ENROLLED
• • • • • • ### Course Curriculum

 Stats Section 01 - Introduction 01. Introduction 00:00:00 02. Different Types of Data 00:00:00 03. Methods of Data Collection 00:00:00 04. Data Analysis 00:00:00 05. Summary Statistics 00:00:00 Stats Section 02 - Displaying Data 06. Displaying Data 00:00:00 07. Bar Charts 00:00:00 08. Histograms 00:00:00 09. Scatter Plots 00:00:00 10. Box Plots 00:00:00 11. Pie Charts 00:00:00 12. Comparative Pie Charts 00:00:00 13. Pictograms 00:00:00 14. Line Graphs 00:00:00 15. Frequency Polygon 00:00:00 Stats Section 03 - Probability and Analysis 16. Introduction to Probability 00:00:00 17. Bernoulli Trials 00:00:00 18. Introductory Bayesian Analysis 00:00:00 Stats Section 04 - Distributions 19. Distributions 00:00:00 20. Discrete Distributions 00:00:00 21. Bernoulli Distribution 00:00:00 22. Binomial Distribution 00:00:00 23. Poisson Distribution 00:00:00 24. Geometric Distribution 00:00:00 25. Negative Binomial Distribution 00:00:00 26. Continuous Distributions 00:00:00 27. Uniform Distribution 00:00:00 28. Normal Distribution 00:00:00 29. F Distribution 00:00:00 Stats Section 05 - Testing 30. Testing Statistical Hypothesis 00:00:00 31. Purpose of Statistical Tests 00:00:00 32. Different Types of Tests 00:00:00 33. z Test for a Single Mean 00:00:00 34. z Test for Two Means 00:00:00 35. t Test for a single mean 00:00:00 36. t Test for Two Means 00:00:00 37. One-Way ANOVA F Test 00:00:00 38. Testing whether Proportion A Is Greater than Proportion B in Microsoft Excel 00:00:00 39. Chi-Squared Tests 00:00:00 Stats Section 06 - Other Topics 40. Distributions Problems 00:00:00 41. Numerical Methods 00:00:00 42. Basic Linear Algebra and Gram-Schmidt Orthogonalization 00:00:00 43. Unconstrained Optimization 00:00:00 44. Quantile Regression 00:00:00 45. Numerical Comparison of Statistical Software 00:00:00 46. Numerics in Excel 00:00:00
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