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Business Statistics

1.      Introduction to statistics and data

2.      Types of statistics, types of data and sources of data, population vs sample

3.      Scales of Measurement

4.      Data representation techniques part- 1

5.      Data representation techniques part-2 and measures of central tendency part-1

6.      Measures of central tendency part 2

7.      Examples of introduction to data and data representation techniques

8.      Measures of variation

9.      Applications of measures of central tendency and measures of variation

10.  Chapter concepts –measures of central tendency and measures of variation, outliers and shape of a distribution

11.  Numerical Descriptive measures

12.  Covariance and coefficient of correlation, Introduction to probability

13.  Probability part -1

14.  Probability part – 2

15.  Probability part – 3

16.  Probability distributions part – 1

17.  Probability distributions part -2

18.  Probability distributions part-3

19.  Examples for standardized normal distribution

20.  Evaluating normality, Exponential probability distribution

21.  Chapter concepts: probability distributions

22.  Sampling and sampling techniques

23.  Sampling distribution -1

24.  Sampling distribution – 2

25.  Sampling distribution – 3

26.  Method of estimation

27.  Interval estimation

28.  Confidence interval-I

29.  Confidence Interval-II

30.  Types of hypothesis testing

31.  Hypothesis testing process – I

32.  Hypothesis testing process – II

33.  Hypothesis testing examples

34.  Hypothesis testing of proportions-I

35.  Hypothesis testing of proportions-II

36.  Hypothesis testing one sample test

37.  Hypothesis testing using minitab

38.  Hypothesis testing of proportions using minitab

39.  Hypothesis testing two sample test-I

40.  Hypothesis testing two sample test-II

41.  Hypothesis testing two sample test-III

42.  Paired sample test

43.  Hypothesis testing of proportion

44.  Examples of hypothesis testing

45.  Design of experiment

46.  Analysis of variance-I

47.  Analysis of variance-II

48.  Analysis of variance-III

49.  Tukey Kramer test

50.  Randomized blocked design

51.  A factorial design-I

52.  A factorial design-II

53.  Chi-square test goodness of fit-I

54.  Chi-square test goodness of fit-II

55.  Chi-square test of independence

56.  Simple linear regression-I

57.  Simple linear regression-II

58.  Assumption of Regression

59.  Multiple regression

60.  Example of multiple regression