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Course11110507740 lectures

Statistical Methods for Scientists and Engineers

Prof. Somesh Kumar · IIT Kharagpur

Start with lecture 1 At NPTEL

Lectures

Review of Probability and Distributions

  1. Foundations of Probability Video
  2. Laws of Probability Video
  3. Random Variables Video
  4. Moments and Special Distributions Video
  5. Moments and Special Distributions (Contd.) Video
  6. Special Distributions (Contd.) Video
  7. Special Distributions (Contd.) Video
  8. Sampling Distributions Video

Parametric Methods

  1. Parametric Methods - I Video
  2. Parametric Methods - II Video
  3. Parametric Methods - III Video
  4. Parametric Methods - IV Video
  5. Parametric Methods - V Video
  6. Parametric Methods - VI Video
  7. Parametric Methods - VII Video

Multivariate Analysis

  1. Multivariate Analysis - I Video
  2. Multivariate Analysis - II Video
  3. Multivariate Analysis - III Video
  4. Multivariate Analysis - IV Video
  5. Multivariate Analysis - V Video
  6. Multivariate Analysis - VI Video
  7. Multivariate Analysis - VII Video
  8. Multivariate Analysis - VIII Video
  9. Multivariate Analysis - IX Video
  10. Multivariate Analysis - X Video
  11. Multivariate Analysis - XI Video
  12. Multivariate Analysis - XII Video

Nonparametric Methods

  1. Non parametric Methods - I Video
  2. Non parametric Methods - II Video
  3. Non parametric Methods - III Video
  4. Non parametric Methods - IV Video
  5. Nonparametric Methods - V Video
  6. Nonparametric Methods - VI Video
  7. Nonparametric Methods - VII Video
  8. Nonparametric Methods - VIII Video
  9. Nonparametric Methods - IX Video
  10. Nonparametric Methods - X Video
  11. Nonparametric Methods - XI Video
  12. Nonparametric Methods - XII Video
  13. Nonparametric Methods - XIII Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Mathematics
Teacher
Prof. Somesh Kumar
Level
Undergraduate
Language
English
Subjects
Mathematics
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
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