NOC:Business Statistics


Lecture 1 - Introduction to Statistics and Data


Lecture 2 - Types of Statistics, types of Data and sources of Data, Population vs Sample


Lecture 3 - Scales of Measurement


Lecture 4 - Data representation techniques - Part 1


Lecture 5 - Data representation techniques - Part 2 and measures of central tendency - Part 1


Lecture 6 - Measures of Central Tendency - Part 2


Lecture 7 - Examples of introduction to data and data representation techniques


Lecture 8 - Measures of Variation


Lecture 9 - Applications of Measures of Central Tendency and Measures of Variation


Lecture 10 - Chapter concepts- Measures of central tendency and measures of variation, Outliers, and shape of a distribution


Lecture 11 - Numerical Descriptive Measures


Lecture 12 - Covariance and Coefficient of Correlation, Introduction to Probability


Lecture 13 - Probability - Part 1


Lecture 14 - Probability - Part 2


Lecture 15 - Probability - Part 3


Lecture 16 - Probability Distributions - Part 1


Lecture 17 - Probability Distributions - Part 2


Lecture 18 - Probability Distributions - Part 3


Lecture 19 - Examples for Standardized Normal Distribution


Lecture 20 - Evaluating Normality, Exponential Probability Distribution


Lecture 21 - Chapter Concepts - Probability Distributions


Lecture 22 - Sampling and Sampling Techniques


Lecture 23 - Sampling Distribution - I


Lecture 24 - Sampling Distribution - II


Lecture 25 - Sampling Distribution - III


Lecture 26 - Method of Estimation


Lecture 27 - Interval Estimation


Lecture 28 - Confidence Interval - I


Lecture 29 - Confidence Interval - II


Lecture 30 - Types of Hypothesis Testing


Lecture 31 - Hypothesis Testing Process - I


Lecture 32 - Hypothesis Testing Process - II


Lecture 33 - Hypothesis Testing Examples


Lecture 34 - Hypothesis Testing of Proportions - I


Lecture 35 - Hypothesis Testing of Proportions - II


Lecture 36 - Hypothesis Testing-One sample Test


Lecture 37 - Hypothesis Testing using Minitab


Lecture 38 - Hypothesis Testing of Proportions using Minitab


Lecture 39 - Hypothesis Testing Two Sample Test - I


Lecture 40 - Hypothesis Testing Two Sample Test - II


Lecture 41 - Hypothesis Testing Two sample Test - III


Lecture 42 - Paired Sample Test


Lecture 43 - Hypothesis Testing of Proportion


Lecture 44 - Example of Hypothesis Testing


Lecture 45 - Design of Experiment


Lecture 46 - Analysis of variance - I


Lecture 47 - Analysis of variance - II


Lecture 48 - Analysis of variance - III


Lecture 49 - Tukey Kramer test


Lecture 50 - Randomized Blocked Design


Lecture 51 - A Factorial Design - I


Lecture 52 - A Factorial Design - II


Lecture 53 - Chi-square test goodness of fit - I


Lecture 54 - Chi-square test goodness of fit - II


Lecture 55 - Chi-square test of independence


Lecture 56 - Simple linear regression - I


Lecture 57 - Simple linear regression - II


Lecture 58 - Assumption of Regression


Lecture 59 - Multiple Regression


Lecture 60 - Example of multiple Regression