Course Syllabus
Introduction to the course and Basic Statistics
1. Population and Sample
2. Types of Data/Variables
3. Scale of Measurements
4. Frequency Distribution
5. Measures of Central Tendency
6. Measures of Dispersion
Probability Distribution
1. Discrete Probability Distributions
2. The Binomial Distribution
3. The Poisson Distribution
4. Continuous Probability Distributions
5. The Normal Distribution
6. Normal Distribution Applications
Sampling Distributions and Hypothesis Testing
1. Sample Mean Distribution
2. Sample Proportion Distribution
3. Critical Region and Critical Values
4. One-tailed and Two-tailed tests
5. Type I error and Type II errors
Parametric Statistical Techniques
1. T-tests
2. One-way ANOVA
Nonparametric Statistical Techniques
1. Signed Test
2. Wilcoxon-Signed Rank Test
3. Mann-Whitney Test
4. Kruskal-Wallis Test
Correlation
1. Types of Correlation
2. Pearson’s Product Moment Correlation Coefficient
3. Spearman’s Rank Correlation
Regression
1. Linear Least-Squares Regression
An Overview of Epidemiology Statistics
1. Measures of disease frequency and rate
2. Study designs
3. Health Analytics
Calculus Part 1: Differentiation
1. Concepts of limits & the derivative
2. Basic Rules of differentiation
3. Application of the derivative
Calculus Part 2: Integration
1. Concepts of indefinite integral
2. Basic rules of integration
3. Concepts of area & definite integral
4. Application of definite integral
SPSS: Introduction to SPSS
1. Getting started to SPSS
2. Preparing the data file (incl. negatively worded data)
3. Preliminary analyses
SPSS: Statistical Techniques (Relationship between Variables)
1. Chi-square for independence
2. Correlation
3. Regression analysis
SPSS: Statistical Techniques (Parametric)
1. T-tests
2. One-way ANOVA
SPSS: Statistical Techniques (Nonparametric)
1. Signed Test
2. Wilcoxon-Signed Rank Test
3. Mann-Whitney Test
4. Kruskal-Wallis Test
SPSS: Statistical Techniques (Reliability & Factor Analysis)
1. Reliability analysis
2. Assumption testing
3. Factor analysis
1. Population and Sample
2. Types of Data/Variables
3. Scale of Measurements
4. Frequency Distribution
5. Measures of Central Tendency
6. Measures of Dispersion
Probability Distribution
1. Discrete Probability Distributions
2. The Binomial Distribution
3. The Poisson Distribution
4. Continuous Probability Distributions
5. The Normal Distribution
6. Normal Distribution Applications
Sampling Distributions and Hypothesis Testing
1. Sample Mean Distribution
2. Sample Proportion Distribution
3. Critical Region and Critical Values
4. One-tailed and Two-tailed tests
5. Type I error and Type II errors
Parametric Statistical Techniques
1. T-tests
2. One-way ANOVA
Nonparametric Statistical Techniques
1. Signed Test
2. Wilcoxon-Signed Rank Test
3. Mann-Whitney Test
4. Kruskal-Wallis Test
Correlation
1. Types of Correlation
2. Pearson’s Product Moment Correlation Coefficient
3. Spearman’s Rank Correlation
Regression
1. Linear Least-Squares Regression
An Overview of Epidemiology Statistics
1. Measures of disease frequency and rate
2. Study designs
3. Health Analytics
Calculus Part 1: Differentiation
1. Concepts of limits & the derivative
2. Basic Rules of differentiation
3. Application of the derivative
Calculus Part 2: Integration
1. Concepts of indefinite integral
2. Basic rules of integration
3. Concepts of area & definite integral
4. Application of definite integral
SPSS: Introduction to SPSS
1. Getting started to SPSS
2. Preparing the data file (incl. negatively worded data)
3. Preliminary analyses
SPSS: Statistical Techniques (Relationship between Variables)
1. Chi-square for independence
2. Correlation
3. Regression analysis
SPSS: Statistical Techniques (Parametric)
1. T-tests
2. One-way ANOVA
SPSS: Statistical Techniques (Nonparametric)
1. Signed Test
2. Wilcoxon-Signed Rank Test
3. Mann-Whitney Test
4. Kruskal-Wallis Test
SPSS: Statistical Techniques (Reliability & Factor Analysis)
1. Reliability analysis
2. Assumption testing
3. Factor analysis
Frequently Asked Questions
Q1 : What is the duration of the course?
A1 : 8 weeks
A1 : 8 weeks