Biostatistics is the application of statistics to different topics in biology including medicine, pharmacy, public health science, agriculture and fishery. The [course_title] is designed to introduce you to the process of biological research in fields ranging from ecology to genetics. The course encompasses topics such as distribution of data, sample size, tests of significance, data reduction, regression analysis, comparison of the performance of drugs in clinical trials, design of experiments, screening and second-order designs.
Assessment
This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
Certification
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Course Credit: NPTEL
Course Curriculum
| Lec 1 Experimental Design Strategy | 00:35:00 | ||
| Lec 2 Data types : Binomial distribution | 00:38:00 | ||
| Lec 3 Poisson Distribution | 00:31:00 | ||
| Lec 4 Normal Distribution | 00:31:00 | ||
| Lec 5 Standardized Normal Distribution/ t-distribution | 00:33:00 | ||
| Lec 6 t-distribution/confidence interval | 00:31:00 | ||
| Lec 7 Statistical tests | 00:35:00 | ||
| Lec 8 t-Test | 00:31:00 | ||
| Lec 9 t-Tests | 00:22:00 | ||
| Lec 10 t- test | 00:26:00 | ||
| Lec 11 F-tests | 00:30:00 | ||
| Lec 12 F-tests contd | 00:23:00 | ||
| Lec 13 ANOVA | 00:34:00 | ||
| Lec 14 ANOVA Contd | 00:26:00 | ||
| Lec 15 Anova Contd | 00:35:00 | ||
| Lec 16 Anova contd | 00:28:00 | ||
| Lec 17 Anova- Contd | 00:25:00 | ||
| Lec 18 Anova-contd | 00:29:00 | ||
| Lec 19 Anova- contd | 00:34:00 | ||
| Lec 20 Normality test/ Odds ratio | 00:31:00 | ||
| Lec 21 Chi square distribution | 00:29:00 | ||
| Lec 22 Chi square distribution/test | 00:25:00 | ||
| Lec 23 Chi square test | 00:30:00 | ||
| Lec 24 Chi square test and Weibull Distribution | 00:25:00 | ||
| Lec 25 Weibull Distribution | 00:28:00 | ||
| Lec 26 Weibull distribution. | 00:26:00 | ||
| Lec 27 Non-parametric test | 00:30:00 | ||
| Lec 28 Non parametric test/homogeneity of variance/beta distribution | 00:35:00 | ||
| Lec 29 Exponential/hypergeometric distributions | 00:27:00 | ||
| Lec 30 Hypergeometric/ Log norma distribution | 00:24:00 | ||
| Lec 31 Design of experiments (DOE) – Introduction | 00:29:00 | ||
| Lec 32 Factorial Design | 00:26:00 | ||
| Lec 33 Full factorial design | 00:31:00 | ||
| Lec 34 Fractional factorial design | 00:33:00 | ||
| Lec 35 Other designs | 00:29:00 | ||
| Lec 36 Second order designs | 00:33:00 | ||
| Lec 37 Second order design | 00:31:00 | ||
| Lec 38 Regression analysis | 00:42:00 | ||
| Lec 39 Control charts | 00:33:00 | ||
| Lec 40 Introduction | 00:30:00 | ||
| Assessment | |||
| Submit Your Assignment | 00:00:00 | ||
| Certification | 00:00:00 | ||
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