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Course11010711460 lectures

Business Statistics

Prof. Mukesh Kumar Barua · IIT Roorkee

Start with lecture 1 At NPTEL

Lectures

Unit 1

  1. Introduction to Statistics and Data Video
  2. Types of Statistics, types of Data and sources of Data, Population vs Sample Video
  3. Scales of Measurement Video
  4. Data representation techniques- Part 1 Video
  5. Data representation techniques- Part 2 and measures of central tendency- Part 1 Video

Unit 2

  1. Measures of Central Tendency- Part 2 Video
  2. Examples of introduction to data and data representation techniques Video
  3. Measures of Variation Video
  4. Applications of Measures of Central Tendency and Measures of Variation Video
  5. Chapter concepts- Measures of central tendency and measures of variation, Outliers, and shape of a distribution Video

Unit 3

  1. Numerical Descriptive Measures Video
  2. Covariance and Coefficient of Correlation, Introduction to Probability Video
  3. Probability- Part 1 Video
  4. Probability- Part 2 Video
  5. Probability- Part 3 Video

Unit 4

  1. Probability Distributions- Part 1 Video
  2. Probability Distributions- Part 2 Video
  3. Probability Distributions- Part 3 Video
  4. Examples for Standardized Normal Distribution Video
  5. Evaluating Normality, Exponential Probability Distribution Video

Unit 5

  1. Chapter Concepts - Probability Distributions Video
  2. Sampling and Sampling Techniques Video
  3. Sampling Distribution-I Video
  4. Sampling Distribution-II Video
  5. Sampling Distribution-III Video

Unit 6

  1. Method of Estimation Video
  2. Interval Estimation Video
  3. Confidence Interval-I Video
  4. Confidence Interval-II Video
  5. Types of Hypothesis Testing Video

Unit 7

  1. Hypothesis Testing Process-I Video
  2. Hypothesis Testing Process-II Video
  3. Hypothesis Testing Examples Video
  4. Hypothesis Testing of Proportions-I Video
  5. Hypothesis Testing of Proportions-II Video

Unit 8

  1. Hypothesis Testing-One sample Test Video
  2. Hypothesis Testing using Minitab Video
  3. Hypothesis Testing of Proportions using Minitab Video
  4. Hypothesis Testing Two Sample Test-I Video
  5. Hypothesis Testing Two Sample Test-II Video

Unit 9

  1. Hypothesis Testing: Two sample test-III Video
  2. Paired Sample Test Video
  3. Hypothesis Testing of Proportion Video
  4. Example of Hypothesis Testing Video
  5. Design of Experiment Video

Unit 10

  1. Analysis of variance-I Video
  2. Analysis of variance-II Video
  3. Analysis of variance-III Video
  4. Tukey Kramer test Video
  5. Randomized Blocked Design Video

Unit 11

  1. A Factorial Design-I Video
  2. A Factorial Design-II Video
  3. Chi-square test goodness of fit-I Video
  4. Chi-square test goodness of fit-II Video
  5. Chi-square test of independence Video

Unit 12

  1. Simple linear regression -I Video
  2. Simple linear regression -II Video
  3. Assumption of Regression Video
  4. Multiple Regression Video
  5. Example of multiple Regression Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Roorkee
Department
Management
Teacher
Prof. Mukesh Kumar Barua
Level
Undergraduate
Language
English
Subjects
Business and management
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
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