Certificate in Animal Research Statistics
-- ViewingNowThe Certificate in Animal Research Statistics is a crucial course for professionals in biological, zoological, and veterinary fields. This program covers the essential statistical methods used in animal research, enabling learners to design and interpret studies effectively.
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โข Basic Statistical Concepts: Descriptive statistics, probability, distributions, hypothesis testing
โข Data Analysis with Animal Research Data: Data cleaning, data transformation, exploratory data analysis
โข Regression Analysis: Simple and multiple linear regression, logistic regression, regression diagnostics
โข Analysis of Variance (ANOVA): One-way and two-way ANOVA, repeated measures ANOVA, factorial ANOVA
โข Survival Analysis: Kaplan-Meier survival curves, Cox proportional hazards models
โข Multivariate Analysis: Principal component analysis, factor analysis, multivariate ANOVA
โข Experimental Design: Randomization, replication, blocking, factorial design
โข Power Analysis: Sample size calculation, power and significance level, effect size
โข Ethics in Animal Research: Research ethics, animal welfare, data privacy and security
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