Scientific Data Analysis with R: Biostatistical Applications/ Azizur Rahman, Faruq Abdulla and Moyazzem Hossain.
Material type:
TextPublication details: Boca Raton: CRC Press, 2025.Description: xv,402pISBN: - 978103254692 (hbk.)
- 572.80285 RAH/S
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| 572.80285/NOO Cheminformatics developments | 572.80285 NWA/P Practical Machine Learning in R/ | 572.80285 PAT/A Artificial Intelligence in Bioinformatics and Chemoinformatics/ | 572.80285 RAH/S Scientific Data Analysis with R: Biostatistical Applications/ | 572.80285 RAS/B Bioinformatics Methods and Applications: Genomics, Proteomics and Drug Discovery/ | 572.80285/ROD Bioinformatics for high throughput sequencing | 572.80285/ROY Bioinformatics and statistics in fisheries research |
Contents:
1. Introductory Data Sciences
2. Contemporary Concepts of Biostatistics
3. Summary Statistics and Presentation of Data
4. Advanced Graphical Presentation of Data
5. Measures of Centre and Dispersion
6. Probability, Random Variables and Distributions
7. Statistical Inferences
8. Normality Testing
9. Nonparametric Tests and Applications
10. Statistical Association and Correlation
11. Regression Analysis
12. Survival Analysis and Factor Analysis
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