# Business Statistics

- Institution: IIT Roorkee
- Department: Management
- Teacher: Prof. Mukesh Kumar Barua
- Level: Undergraduate
- Language: English
- Subjects: Business and management
- Source: [NPTEL](https://nptel.ac.in/courses/110107114)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/110107114)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Introduction to Statistics and Data](https://invisiblenetwork.ai/learn/nptel/110107114/e0d519841628) (Video)
2. [Types of Statistics, types of Data and sources of Data, Population vs Sample](https://invisiblenetwork.ai/learn/nptel/110107114/1d71c9859da7) (Video)
3. [Scales of Measurement](https://invisiblenetwork.ai/learn/nptel/110107114/071501e1bae7) (Video)
4. [Data representation techniques- Part 1](https://invisiblenetwork.ai/learn/nptel/110107114/11dad850bb28) (Video)
5. [Data representation techniques- Part 2 and measures of central tendency- Part 1](https://invisiblenetwork.ai/learn/nptel/110107114/9aebc769611e) (Video)
6. [Measures of Central Tendency- Part 2](https://invisiblenetwork.ai/learn/nptel/110107114/797bdc73a84c) (Video)
7. [Examples of introduction to data and data representation techniques](https://invisiblenetwork.ai/learn/nptel/110107114/4d7aaf08894d) (Video)
8. [Measures of Variation](https://invisiblenetwork.ai/learn/nptel/110107114/e9baf1fe4e53) (Video)
9. [Applications of Measures of Central Tendency and Measures of Variation](https://invisiblenetwork.ai/learn/nptel/110107114/9cb15a42f243) (Video)
10. [Chapter concepts- Measures of central tendency and measures of variation, Outliers, and shape of a distribution](https://invisiblenetwork.ai/learn/nptel/110107114/02e4f26222f9) (Video)
11. [Numerical Descriptive Measures](https://invisiblenetwork.ai/learn/nptel/110107114/ca3cb09ce6e6) (Video)
12. [Covariance and Coefficient of Correlation, Introduction to Probability](https://invisiblenetwork.ai/learn/nptel/110107114/f969d8e1ef3b) (Video)
13. [Probability- Part 1](https://invisiblenetwork.ai/learn/nptel/110107114/206cf351db31) (Video)
14. [Probability- Part 2](https://invisiblenetwork.ai/learn/nptel/110107114/98389b2c26ef) (Video)
15. [Probability- Part 3](https://invisiblenetwork.ai/learn/nptel/110107114/20c9aa13d585) (Video)
16. [Probability Distributions- Part 1](https://invisiblenetwork.ai/learn/nptel/110107114/68ff4814799d) (Video)
17. [Probability Distributions- Part 2](https://invisiblenetwork.ai/learn/nptel/110107114/5cbad39c6ceb) (Video)
18. [Probability Distributions- Part 3](https://invisiblenetwork.ai/learn/nptel/110107114/3c99860ec103) (Video)
19. [Examples for Standardized Normal Distribution](https://invisiblenetwork.ai/learn/nptel/110107114/ecf8a3287a05) (Video)
20. [Evaluating Normality, Exponential Probability Distribution](https://invisiblenetwork.ai/learn/nptel/110107114/9e3efdb4c851) (Video)
21. [Chapter Concepts - Probability Distributions](https://invisiblenetwork.ai/learn/nptel/110107114/a18415ab9bdf) (Video)
22. [Sampling and Sampling Techniques](https://invisiblenetwork.ai/learn/nptel/110107114/1a4a3284680b) (Video)
23. [Sampling Distribution-I](https://invisiblenetwork.ai/learn/nptel/110107114/e5c0b260df5a) (Video)
24. [Sampling Distribution-II](https://invisiblenetwork.ai/learn/nptel/110107114/567bd4a28aa5) (Video)
25. [Sampling Distribution-III](https://invisiblenetwork.ai/learn/nptel/110107114/7de0e5651cb9) (Video)
26. [Method of Estimation](https://invisiblenetwork.ai/learn/nptel/110107114/352eebe6e644) (Video)
27. [Interval Estimation](https://invisiblenetwork.ai/learn/nptel/110107114/8fc137de6237) (Video)
28. [Confidence Interval-I](https://invisiblenetwork.ai/learn/nptel/110107114/87652a3d6630) (Video)
29. [Confidence Interval-II](https://invisiblenetwork.ai/learn/nptel/110107114/9e64982af47a) (Video)
30. [Types of Hypothesis Testing](https://invisiblenetwork.ai/learn/nptel/110107114/659d7783fd71) (Video)
31. [Hypothesis Testing Process-I](https://invisiblenetwork.ai/learn/nptel/110107114/fd9e7916a2c3) (Video)
32. [Hypothesis Testing Process-II](https://invisiblenetwork.ai/learn/nptel/110107114/b1d47ad56830) (Video)
33. [Hypothesis Testing Examples](https://invisiblenetwork.ai/learn/nptel/110107114/9417b77b4c13) (Video)
34. [Hypothesis Testing of Proportions-I](https://invisiblenetwork.ai/learn/nptel/110107114/bcd0476d67aa) (Video)
35. [Hypothesis Testing of Proportions-II](https://invisiblenetwork.ai/learn/nptel/110107114/62d65828d463) (Video)
36. [Hypothesis Testing-One sample Test](https://invisiblenetwork.ai/learn/nptel/110107114/f3ea72c1f98c) (Video)
37. [Hypothesis Testing using Minitab](https://invisiblenetwork.ai/learn/nptel/110107114/1b2fab6edd97) (Video)
38. [Hypothesis Testing of Proportions using Minitab](https://invisiblenetwork.ai/learn/nptel/110107114/b962fe6569ee) (Video)
39. [Hypothesis Testing Two Sample Test-I](https://invisiblenetwork.ai/learn/nptel/110107114/7c4a8548adca) (Video)
40. [Hypothesis Testing Two Sample Test-II](https://invisiblenetwork.ai/learn/nptel/110107114/d4a14d14b8a3) (Video)
41. [Hypothesis Testing: Two sample test-III](https://invisiblenetwork.ai/learn/nptel/110107114/55b05a40951d) (Video)
42. [Paired Sample Test](https://invisiblenetwork.ai/learn/nptel/110107114/7cb97654feb7) (Video)
43. [Hypothesis Testing of Proportion](https://invisiblenetwork.ai/learn/nptel/110107114/fc1fc067384b) (Video)
44. [Example of Hypothesis Testing](https://invisiblenetwork.ai/learn/nptel/110107114/2d95bd13cedc) (Video)
45. [Design of Experiment](https://invisiblenetwork.ai/learn/nptel/110107114/977a9c8ff9b4) (Video)
46. [Analysis of variance-I](https://invisiblenetwork.ai/learn/nptel/110107114/cf04bd03fb6a) (Video)
47. [Analysis of variance-II](https://invisiblenetwork.ai/learn/nptel/110107114/0b201f9b0cfd) (Video)
48. [Analysis of variance-III](https://invisiblenetwork.ai/learn/nptel/110107114/01bf68cc52f8) (Video)
49. [Tukey Kramer test](https://invisiblenetwork.ai/learn/nptel/110107114/370e291b21f8) (Video)
50. [Randomized Blocked Design](https://invisiblenetwork.ai/learn/nptel/110107114/b8afb442b15d) (Video)
51. [A Factorial Design-I](https://invisiblenetwork.ai/learn/nptel/110107114/bf0d403c4b40) (Video)
52. [A Factorial Design-II](https://invisiblenetwork.ai/learn/nptel/110107114/54b47df68671) (Video)
53. [Chi-square test goodness of fit-I](https://invisiblenetwork.ai/learn/nptel/110107114/d8be1383730a) (Video)
54. [Chi-square test goodness of fit-II](https://invisiblenetwork.ai/learn/nptel/110107114/48aac8abcae0) (Video)
55. [Chi-square test of independence](https://invisiblenetwork.ai/learn/nptel/110107114/19b4c0c97b3c) (Video)
56. [Simple linear regression -I](https://invisiblenetwork.ai/learn/nptel/110107114/03fd7a35cdf0) (Video)
57. [Simple linear regression -II](https://invisiblenetwork.ai/learn/nptel/110107114/439311ef493c) (Video)
58. [Assumption of Regression](https://invisiblenetwork.ai/learn/nptel/110107114/77929edd54a2) (Video)
59. [Multiple Regression](https://invisiblenetwork.ai/learn/nptel/110107114/ccac93712a51) (Video)
60. [Example of multiple Regression](https://invisiblenetwork.ai/learn/nptel/110107114/56ab44a6d91c) (Video)