Professional Certificate in Statistical Analysis in Health and Social Care Research
-- ViewingNowThe Professional Certificate in Statistical Analysis in Health and Social Care Research is a comprehensive course designed to equip learners with essential skills in statistical analysis for the health and social care sector. This course is crucial for individuals pursuing careers in health services, public health, social work, and other related fields.
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⢠Fundamentals of Statistical Analysis: Introduction to statistical methods and techniques, data collection, and data analysis.
⢠Descriptive and Inferential Statistics: Measures of central tendency, dispersion, correlation, and regression analysis.
⢠Probability Theory: Concepts of probability, conditional probability, and Bayes' theorem.
⢠Hypothesis Testing: Hypothesis testing, types of errors, p-values, and confidence intervals.
⢠Experimental Design: Designing experiments, randomization, and sampling techniques.
⢠Regression Analysis: Simple and multiple linear regression analysis, model building, and model validation.
⢠Analysis of Variance (ANOVA): One-way and two-way ANOVA, factorial designs, and repeated measures.
⢠Survival Analysis: Kaplan-Meier survival curves, Cox regression, and hazard functions.
⢠Multivariate Statistical Analysis: Principal component analysis, factor analysis, and cluster analysis.
⢠Statistical Software for Health and Social Care Research: Using statistical software packages like R, SAS, and SPSS for health and social care research.
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