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QUANTITATIVE DATA
ANALYSIS
(THEORY PART)
Dr. Devika Vashisht
Assistant Professor
IBS Gurgaon, India
OVERVIEW OF QUANTITAIVE DATA
ANALYSIS
DATA TYPE MEANING
Nominal Categorical: Only Labels
Ordinal Rankings
Interval Scale: Celsius
Ratio Real numbers and measurements: Averages
etc. (with zero)
STATISTICAL ANALYSES
Descriptive Statistics 1. Frequency
2. Mean, Median, Mode
3. Range, Variance, Standard Deviation
Inferential Statistics 1. Test of Comparison
2. Correlation
3. Regression
TEST OF COMPARISION
Within-Groups Compare same subjects across time
Between-Groups Compare two or more groups, different
subjects
Mixed Subjects Two or more independent groups across time
TEST OF COMPARISION
No. of groups Type of Tests
Two T-test, Chi-square
More than two ANOVA, MANOVA, MANCOVA

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QUANTITATIVE DATA ANALYSIS (THEORY PART)