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Home > Biostatistics and Bioinformatics

Biostatistics and Bioinformatics [1]

Paper Code: 
BTE 602
Credits: 
03
Contact Hours: 
45
Objective: 

This paper will enable students to-

  • understand the importance of statistical analysis of biological data
  • learn various methods of statistical analysis
  • get aquatinted to the computational aspect of Biotechnology
8.00
Unit I: 
Basics of Biostatistics

Sampling - Sampling procedure, types of sampling, Classification and tabulation of data, frequency distribution, probability, addition and multiplication theorem of probability.

 

9.00
Unit II: 
Measure of central tendency and dispersion

Mean, median and mode, Measures of dispersion - Standard deviation, coefficient of variation.

 

 

10.00
Unit III: 
Tests of Significance

Hypothesis testing, Nulls hypothesis and alternative hypothesis, Chi-square test, F-test, ANOVA- one way and two way classifications.

9.00
Unit IV: 
Bioinformatics- I

Overview of bioinformatics- introduction, Database types- Primary and secondary databases, sequence databases- nucleotide and protein sequence databases (NCBI, EMBL, DDBJ, UNIPORT)

 

9.00
Unit V: 
Bioinformatics- II

Structure databases (PDB, MMDB), Concept of similarity searching, methods of similarity searching (BLAST, FASTA) and its use.

 

ESSENTIAL READINGS: 
  1. Fundamentals of Biostatistics, Khan,  Publishing Corporation, 1999
  2. Statistical Methods in Biology, 3rd edition, N T J Bailey, Cambridge University Press, 1995
  3. Statistics for Biologist, R C Campbell, Cambridge University Press, 1989
  4. Textbook of Bioinformatics, Prof. Vinay Sharma, Rastogi Publications, 2008

 

 

 

REFERENCES: 
  1. Bioinformatics, Higgins & Taylor, OUP, 2000
  2. Biostatistics: A Foundation for Analysis in Health Sciences, 6th edition, W W Daniel, John Wiley and Sons Inc., 1995
  3. Introduction to Bioinformatics, A Teresa and D P Smith, Prentice Hall Publisher, 1999
  4. Molecular databases for Protein Sequence and Structure studies, J A Sillince and M. Sillince, Springer Verlag, 1991
  5. Practical statistics for Experimental Biologists, A C Swardlaw,  John Wiley and sons Inc., 1985
  6. Sequence analysis primer, Gribskov and Devereux, Stockton Press, 1989

 

Academic Year: 
2019-2020 [2]

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Source URL: https://www.biotech.iisuniv.ac.in/courses/subjects/biostatistics-and-bioinformatics-11

Links:
[1] https://www.biotech.iisuniv.ac.in/courses/subjects/biostatistics-and-bioinformatics-11
[2] https://www.biotech.iisuniv.ac.in/academic-year/2019-2020