Udemy - Statistics - Central Limit Theorem and Hypothesis Testing

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size771.9 MB
  • Uploaded Byfreecoursewb
  • Downloads47
  • Last checkedApr. 10th '26
  • Date uploadedApr. 10th '26
  • Seeders 5
  • Leechers18

Infohash : 8592BED525E0D8BF932BEA58FEC87AF24AA626EF

Statistics: Central Limit Theorem and Hypothesis Testing

https://WebToolTip.com

Last updated 9/2020
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 6h 58m | Size: 772 MB

Get a thorough understanding of the most important concepts in Statistics - Central Limit Theorem and Hypothesis Testing

What you'll learn
Understand Normal & Standard Normal Distribution and feel much more confident in solving the questions
Build a good intuitive understanding of Central Limit Theorem - One of the most important concepts in Statistics
Understand the basics and essence of Hypothesis Testing
Solve exam style questions in a step by step manner with much more confidence

Requirements
Basics of Statistics (Random Variable, Probability Distributions etc.)
Knowledge of MS Excel (Preferred, not necessary)

Files:

[ WebToolTip.com ] Udemy - Statistics - Central Limit Theorem and Hypothesis Testing
  • Get Bonus Downloads Here.url (0.2 KB)
  • ~Get Your Files Here ! 1 - Continuous Probability Distributions - Uniform and Normal Distribution
    • 1. Introduction.en_US.srt (3.4 KB)
    • 1. Introduction.mp4 (6.5 MB)
    • 10. 2 important rules to remember.en_US.srt (3.2 KB)
    • 10. 2 important rules to remember.mp4 (4.6 MB)
    • 11. 3 types of probability calculation.en_US.srt (9.0 KB)
    • 11. 3 types of probability calculation.mp4 (19.0 MB)
    • 12. How to compute z values when probability value is given.en_US.srt (3.3 KB)
    • 12. How to compute z values when probability value is given.mp4 (6.3 MB)
    • 13. A different type of table to compute probability.en_US.srt (6.9 KB)
    • 13. A different type of table to compute probability.mp4 (12.8 MB)
    • 14. How to calculate probability for any normal distribution.en_US.srt (11.0 KB)
    • 14. How to calculate probability for any normal distribution.mp4 (19.3 MB)
    • 15. Application of Normal Distribution.en_US.srt (15.9 KB)
    • 15. Application of Normal Distribution.mp4 (29.8 MB)
    • 16. Revisiting the application.en_US.srt (14.9 KB)
    • 16. Revisiting the application.mp4 (28.4 MB)
    • 17. Normal Distribution Some Real Life Examples.html (7.3 KB)
    • 18. Normal Distribution using Microsoft Excel.en_US.srt (8.4 KB)
    • 18. Normal Distribution using Microsoft Excel.mp4 (16.8 MB)
    • 19. Practice Question 1.en_US.srt (11.6 KB)
    • 19. Practice Question 1.mp4 (21.9 MB)
    • 2. Introduction (Written Notes).html (5.5 KB)
    • 2. Introduction.pdf (128.7 KB)
    • 20. Practice Question 2.en_US.srt (5.4 KB)
    • 20. Practice Question 2.mp4 (11.5 MB)
    • 21. Practice Question 3.en_US.srt (17.4 KB)
    • 21. Practice Question 3.mp4 (33.6 MB)
    • 22. Practice Question 4.en_US.srt (7.6 KB)
    • 22. Practice Question 4.mp4 (14.5 MB)
    • 23. Practice Question 5.en_US.srt (7.3 KB)
    • 23. Practice Question 5.mp4 (14.2 MB)
    • 24. Practice Question 6.en_US.srt (6.1 KB)
    • 24. Practice Question 6.mp4 (9.8 MB)
    • 25. Practice Question 7.en_US.srt (5.1 KB)
    • 25. Practice Question 7.mp4 (8.4 MB)
    • 26. Practice Question 8.en_US.srt (14.3 KB)
    • 26. Practice Question 8.mp4 (25.4 MB)
    • 27. Practice Question 9.en_US.srt (7.3 KB)
    • 27. Practice Question 9.mp4 (12.0 MB)
    • 28. Share your experience.html (6.2 KB)
    • 3. Uniform Distribution.en_US.srt (7.4 KB)
    • 3. Uniform Distribution.mp4 (16.0 MB)
    • 4. Uniform Distribution (Written Notes).html (5.5 KB)
    • 4. Uniform Distribution.pdf (142.3 KB)
    • 5. Area as a measure of probability.en_US.srt (4.8 KB)
    • 5. Area as a measure of probability.mp4 (9.3 MB)
    • 6. Normal Distribution.en_US.srt (1.3 KB)
    • 6. Normal Distribution.mp4 (2.5 MB)
    • 7. Characteristics of Normal Distribution.en_US.srt (8.6 KB)
    • 7. Characteristics of Normal Distribution.mp4 (16.2 MB)
    • 8. Standard Normal Distributions.en_US.srt (2.6 KB)
    • 8. Standard Normal Distributions.mp4 (4.0 MB)
    • 9. How to calculate probability using Cumulative Probability table.en_US.srt (5.9 KB)
    • 9. How to calculate probability using Cumulative Probability table.mp4 (12.8 MB)
    2 - Sampling and Sampling Distributions
    • 29. Introduction to the Section.html (9.9 KB)
    • 30. The Sampling Problem.en_US.srt (4.2 KB)
    • 30. The Sampling Problem.mp4 (10.2 MB)
    • 31. Simple Random Sample - Finite Population.en_US.srt (8.9 KB)
    • 31. Simple Random Sample - Finite Population.mp4 (29.9 MB)
    • 32. Simple Random Sample - Infinite Population.en_US.srt (3.3 KB)
    • 32. Simple Random Sample - Infinite Population.mp4 (5.6 MB)
    • 33. How to calculate the point estimators of population parameters.en_US.srt (5.5 KB)
    • 33. How to calculate the point estimators of population parameters.mp4 (12.5 MB)
    • 34. Sampling Distribution.en_US.srt (9.7 KB)
    • 34. Sampling Distribution.mp4 (19.9 MB)
    • 35. Properties of Sampling Distribution.en_US.srt (6.9 KB)
    • 35. Properties of Sampling Distribution.mp4 (12.1 MB)
    • 36. Central Limit Theorem Explained.en_US.srt (6.6 KB)
    • 36. Central Limit Theorem Explained.mp4 (10.6 MB)
    • 37. Why large samples are considered to be better predictors of population parameter.en_US.srt (13.2 KB)
    • 37. Why large samples are considered to be better predictors of population parameter.mp4 (21.9 MB)
    • 38. Share your experience.html (6.2 KB)
    3 - Hypothesis Testing
    • 39. Basics of Hypothesis Testing.en_US.srt (11.3 KB)
    • 39. Basics of Hypothesis Testing.mp4 (18.1 MB)
    • 40. Null and Alternate hypothesis.en_US.srt (6.2 KB)
    • 40. Null and Alternate hypothesis.mp4 (10.2 MB)
    • 41. Burden of proof.html (6.6 KB)
    • 42. Type of test and Rejection Region.en_US.srt (12.4 KB)
    • 42. Type of test and Rejection Region.mp4 (18.7 MB)
    • 43. Types of Errors.en_US.srt (3.0 KB)
    • 43. Types of Errors.mp4 (4.4 MB)
    • 44. Type 1 Error.en_US.srt (6.1 KB)
    • 44. Type 1 Error.mp4 (9.0 MB)
    • 45. Type 2 Error.en_US.srt (2.9 KB)
    • 45. Type 2 Error.mp4 (4.6 MB)
    • 46. Example 1 - Critical Value Method.en_US.srt (16.5 KB)
    • 46. Example 1 - Critical Value Method.mp4 (28.0 MB)
    • 47. Example - Z Score Method.en_US.srt (7.1 KB)
    • 47. Example - Z Score Method.mp4 (9.9 MB)
    • 48. Example 2 - Critical Value Method.en_US.srt (9.1 KB)
    • 48. Example 2 - Critical Value Method.mp4 (15.8 MB)
    • 49. Example 3 - Critical Value Method.en_US.srt (8.9 KB)
    • 49. Example 3 - Critical Value Method.mp4 (15.3 MB)
    • 50. Introduction to p-value.en_US.srt (7.1 KB)
    • 50. Introduction to p-value.mp4 (11.1 MB)
    • 51. Example 1 p-value method.en_US.srt (9.3 KB)
    • 51. Example 1 p-value method.mp4 (15.8 MB)
    • 52. Example 2 p-value method.en_US.srt (7.5 KB)
    • 52. Example 2 p-value method.mp4 (13.3 MB)
    • 53. Example 3 p-value method.en_US.srt (11.8 KB)
    • 53. Example 3 p-value method.mp4 (21.0 MB)
    • 54. Practice Question 1.en_US.srt (12.2 KB)
    • Code:

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