Learn · Biostatistics and Design of experiments
Lecture 39 of 40Week 8
Regression analysis
Prof. Mukesh Doble · IIT Madras
Credits and licence
- From
- Biostatistics and Design of experiments, IIT Madras (at NPTEL)
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
- Who can watch
- Tweens profiles and older. How courses are placed
All the lectures
- Introduction
- Experimental Design Strategy
- Data types : Binomial distribution
- Poisson Distribution
- Normal Distribution
- Standardized Normal Distribution/ t-distribution
- t-distribution/confidence interval
- Statistical tests
- t-Test
- t-Tests
- t- test
- F-tests
- F-tests contd
- ANOVA
- ANOVA Contd
- Anova-Lec 16
- Anova-Lec 17
- Anova-Lec 18
- Anova-Lec 19
- Anova-Lec 20
- Normality test/ Odds ratio
- Chi square distribution
- Chi square distribution/test
- Chi square test
- Chi square test and Weibull Distribution
- Weibull Distribution
- Weibull distribution.
- Non-parametric test
- Non parametric test/homogeneity of variance/beta distribution
- Exponential/hypergeometric distributions
- Hypergeometric/ Log norma distribution
- Design of experiments (DOE) - Introduction
- Factorial Design
- Full factorial design
- Fractional factorial design
- Other designs
- Seconde order designs
- Second order design
- Regression analysis
- Control charts