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Course10210605140 lectures

Biostatistics and Design of experiments

Prof. Mukesh Doble · IIT Madras

Start with lecture 1 At NPTEL

Lectures

Week 1

  1. Introduction Video
  2. Experimental Design Strategy Video
  3. Data types : Binomial distribution Video
  4. Poisson Distribution Video
  5. Normal Distribution Video

Week 2

  1. Standardized Normal Distribution/ t-distribution Video
  2. t-distribution/confidence interval Video
  3. Statistical tests Video
  4. t-Test Video
  5. t-Tests Video

Week 3

  1. t- test Video
  2. F-tests Video
  3. F-tests contd Video
  4. ANOVA Video
  5. ANOVA Contd Video

Week 4

  1. Anova-Lec 16 Video
  2. Anova-Lec 17 Video
  3. Anova-Lec 18 Video
  4. Anova-Lec 19 Video
  5. Anova-Lec 20 Video

Week 5

  1. Normality test/ Odds ratio Video
  2. Chi square distribution Video
  3. Chi square distribution/test Video
  4. Chi square test Video
  5. Chi square test and Weibull Distribution Video

Week 6

  1. Weibull Distribution Video
  2. Weibull distribution. Video
  3. Non-parametric test Video
  4. Non parametric test/homogeneity of variance/beta distribution Video
  5. Exponential/hypergeometric distributions Video

Week 7

  1. Hypergeometric/ Log norma distribution Video
  2. Design of experiments (DOE) - Introduction Video
  3. Factorial Design Video
  4. Full factorial design Video
  5. Fractional factorial design Video

Week 8

  1. Other designs Video
  2. Seconde order designs Video
  3. Second order design Video
  4. Regression analysis Video
  5. Control charts Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Madras
Department
Biotechnology
Teacher
Prof. Mukesh Doble
Level
Undergraduate
Language
English
Subjects
Biology
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
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