Quantitative Techniques
Teacher
Dr. Bibhunandini Das
Category
Core Courses
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Code(Credit) : MBDM1104(3-1-1)
Course Objectives
• To understand, analyse and interpret empirical data
• To develop logical thinking for need of statistical tools and techniques.
Learning Outcomes
• Develop an understanding on different types of data and statistical tools available for empirical analysis
• Identify different statistical tools that are essential for the empirical and analytical study of various business problems
Course Syllabus
Module 1
Logic for problem solving: Induction, deduction, falsification
Module 2
Measurement of data, types of data, population, random variables, statistics, parameters and estimators
Module 3
Probability: Conditional and Bayesian Approach
Distribution: binomial, poison and normal
Central Limit Theorem
Module 4
Hypothesis testing
Relationship between α and β and sample size.
Sample size calculator, t test, Chi square (all through cases using SPSS/Excel)
Module 5
Project will be an info-graphic project which has to include story line and descriptive statistics like measures of central tendency; comparison, graphs
Session 7
Population and random variables
Session 8
Parameters and Estimators
Session 9
Parameters and Estimators
Session 10
Parameters and Estimators
Session 11
Introduction to probability- Theorems of probability, calculation of probability
Session 12
Practice Class (Problem will be given on addition and multiplication theorem)
Session 14
Conditional Probability
Session 15
Practice Class
Session 18
Practice Class
Session 20
Poison Distribution
Session 21
Normal Distribution
Session 22
Practice Class
Session 25
Practice Class
Session 28
A case will be given to calculate sample from the population
Session 30
Practice class with used data set
Session 31
Practice class with used data set
Session 33
Z test with used data set
Session 34
Practice Class
Session 35
Practice Class
Session 37
Practice Class
Session 38
Practice class with used data
Session 39
Practice class with used data
Session 40
Practice class with used data
Session 41
Practice class with used data
Session 42
Practice class with used data
Session 43
Project-An info graphic project on Indian economy which should include a story line, descriptive statistics and graph
Session 45
Discussion on different descriptive statistics required for the analysis
Session 49
Project presentation
Session 50
Project presentation
Session 51
Project presentation
Session 52
Project presentation
Case Studies
Case Studies
Our Main Teachers
Dr. Bibhunandini Das is working as Associate Professor in Economics in the school of management, Centurion University of Technology and Management, Odisha. Dr Bibhunandini Das has obtained her PhD from the Centre for Development Studies, Jawaharlal Nehru University, New Delhi in 2015. Prior to joining CUTM, she has worked with Indian Institute of Public Health, […]