Unit I
Unit I – Basic Concepts of Statistical Tests
Basic concepts of statistical tests:
- Levels of measurement
- Population vs sample
- Normal distribution
- Measures of central tendency and dispersion
- Probability and Bayesian statistics
| Course Name | Research Methodology II: Adavanced Quantitative Data Analysis |
| Course Code | 24CLT514 |
| Program | M. Sc. Cognitive Sciences, Learning and Technology |
| Semester | II |
| Credits | 3 |
| Campus | Amritapuri |
Unit I – Basic Concepts of Statistical Tests
Basic concepts of statistical tests:
Unit II – Descriptive Statistics versus Inferential Statistics
Descriptive Statistics:
Inferential statistics:
Unit III – Inferential Statistics Part 1: Measuring Differences Between Groups
Unit IV – Inferential Statistics Part 2: Exploring Relationships Between Variables
Unit V – Effect Size and Test Power; Validating Psychometric Scales
Effect size and test power:
Validating psychometric scales:
Prerequisite: Good reading and writing skills in English; basic knowledge of research methodology
Course Objectives:
Course Outcomes:
Skills:
Program outcome PO – Course Outcomes CO Mapping
| PO1 | PO2 | PO3 | PO4 | PO5 | PO6 | PO7 | PO8 | PO9 | |
| CO1 | X | – | – | – | – | – | – | – | – |
| CO2 | X | – | – | – | – | – | – | – | – |
| CO3 | X | – | – | – | – | – | – | – | – |
| CO4 | X | – | – | – | – | – | – | – | – |
| CO5 | X | – | – | – | – | – | – | – | – |
| CO6 | X | – | – | – | – | – | – | – | – |
| CO7 | X | – | – | X | – | – | – | – | – |
Evaluation Pattern:
| Assessment | Internal | External |
| Midterm Exam | 30 | |
| *Continuous Assessment (CA) | 20 | |
| End Semester | 50 |
*CA – Can be Quizzes, Assignment, Projects, and Reports, and Seminar
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