We will teach using Applied Statistical Analysis by using “SPSS” software. Applied Statistical Analysis can be applied on research report in Research Firm.
Course Outline
- Basics of Statistics and Research
- Nature and importance of SPSS
- Data entry * Coding or labeling value
- How to handle missing data
- Descriptive Statistics
– Frequency and Chart Central Tendency and Dispersion
– Mean and Standard deviation
– Cross Tabulation
– Data exploring
- Variable Transformation
- Compute variables
- Sort and Select Case
- Compare mean
– Independent-samples
– One sample t test
– Paired t test
– One way ANOVA
- Non-parametric Test
– Chi Square Test
– Independence Test
– Goodness of fit
- Correlation and regression analysis
– Pearson’s and Spearman’s correlation
– Simple linear regression
– Multiple linear regressions analysis
- Validity and Reliability (Cronbach’s Alpha, Split-half Reliability)
– Factor Analysis (KMO and Bartlett’s test,
Communalities Component matrix)
