STA404 Regression and Correlation Analysis Notes, MCQs & Assignments | Query Point Official

STA404 ||| Regression and Correlation Analysis

STA404 – Regression and Correlation Analysis focuses on techniques to model relationships between variables. Students learn methods to quantify associations, predict outcomes, and interpret statistical results effectively.

Course Introduction

Regression and Correlation Analysis emphasizes practical and theoretical understanding of relationships between variables. Students apply methods to real datasets, analyze patterns, and draw meaningful conclusions.

Course Learning Objectives

• Understand the concepts of correlation and regression
• Apply simple and multiple regression techniques
• Interpret regression coefficients and correlation coefficients
• Use regression models for prediction and forecasting
• Develop skills for statistical software implementation

Major Topics / Syllabus

• Correlation Analysis: Types, Interpretation, and Applications
• Simple Linear Regression
• Multiple Regression Analysis
• Assumptions of Regression Models
• Coefficient of Determination (R²) and Goodness of Fit
• Residual Analysis and Model Diagnostics
• Prediction and Forecasting Techniques
• Partial and Multiple Correlation
• Practical Applications in Economics, Business, and Social Research

Practical Focus

• Hands-on analysis of datasets using regression
• Computing and interpreting correlation coefficients
• Building predictive models
• Checking model assumptions and diagnostics
• Case studies and real-world problem solving

Practice Areas

• MCQs on correlation and regression theory
• Short questions on calculations and concepts
• Long questions with dataset analysis
• Practical exercises using statistical software

Exam Preparation Tips

• Practice computing correlation and regression manually
• Interpret coefficients and test hypotheses
• Revise regression assumptions and diagnostics
• Work on past MCQs and assignments
• Analyze case study datasets for practice

STA404 Regression and Correlation MCQs

STA404 MCQs (click here)

STA404 Regression and Correlation Questions

STA404 Short & Long Questions (click here)

Assignment Questions

Assignments (click here)

← Back to Statistics Subject Page

QueryPoint Official – Smart Notes for Exams & Conceptual Learning