BIOMEDICAL STATISTICS
Introduction
Steps of statistical analysis
Types of variables
Basic concepts of hypothesis testing
Introduction to SPSS
Descriptive statistics
Exploratory data analysis
Descriptive statistics
Descriptive statistics in SPSS
Assessment of the distribution
Analysis of tables
Two groups
Comparison of two groups of data: Introduction
Parametric tests
Parametric tests: One-sample t-test
Parametric tests: Paired t-test
Parametric tests: Independent-samples t-test
Nonparametric tests
Multiple groups
Analysis of variance: Introduction
One-way/single factor ANOVA
Two-factor ANOVA
Repeated measures ANOVA
Nonparametric ANOVA
Correlation and Regression
Correlation analysis
Nonparametric correlation
Regression analysis
Curve estimation
Clustering
Cluster analysis: Introduction
Two-step cluster analysis
K-means clustering
Hierarchical cluster analysis
Prognosis
Discriminant analysis
Logistic regression
ROC curves
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Introduction to statistical analysis of biomedical data
Descriptive statistics, assessment of distribution
Analysis of tables
Comparison of two groups
Comparison of multiple groups
Correlation and Regression
Cluster analysis
Methods of prognosis
Free statistical software
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