“Basic Biostatistics and Its Application” by Animesh K. Datta (NCBA)

Name: "Basic Biostatistics and Its Application" by Animesh K. Datta (NCBA) - Booksbp.com
SKU: 9788173815034
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SKU: 9788173815034

1. Descriptive Statistics & Data Basics

Data Classification & Collection: Tabulating qualitative and quantitative biological data.
Graphical Presentation: Using histograms, frequency polygons, and pie charts to visualize distributions.
Central Tendency & Dispersion: Calculating means, medians, modes, standard deviations, and variance from biological samples.

2. Probability & Distributions

Foundational Probability: Rules of addition and multiplication applied to genetic traits or population variations.
Theoretical Distributions: Introduction to Binomial, Poisson, and Normal distributions in natural phenomena.

3. Hypothesis Testing & Inferential Statistics

Parametric Tests: Applying Student’s t-test (paired and unpaired) and Z-tests to compare sample means.
Chi-Square (χ²) Test: Testing goodness of fit and independence of attributes in genetic crosses or ecological traits.
ANOVA (Analysis of Variance): Comparing variations across three or more biological groups.

4. Correlation, Regression & Experimental Design

Linear Correlation: Calculating Pearson’s and Spearman’s rank correlation coefficients to assess variable relationships.
Regression Analysis: Constructing best-fit lines to predict dependent biological responses.
Principles of Design: Introducing randomization, replication, and local control setup in lab or field experiments.