Swayam
Free Online Course
English
Paid Certificate Available
12 weeks long
selfpaced
Overview
Unique value added by this present course is that it will teach the students from data collection to conclusion of a study using econometric techniques. Second, it will delve deep into experiments in the field of Economics. Experimental Economics is a thriving area in the field of Economics.INTENDED AUDIENCE : Management, Humanities, Economics, Industrial EngineeringPREREQUISITES : Higher Secondary Level Mathematics KnowledgeINDUSTRY SUPPORT : Banking, Policy making/ Development Organization, Consulting Firms
Syllabus
Week-1 : Sampling Fundamentals
Week-2 : Descriptive Statistics: Mathematical DistributionsWeek-3 : Statistical Inferences
Week-4 : Review of Least Square and Linear ModelWeek-5 : Probit, Logit & 2SLSWeek-6 : Review of Instrumental Variable
Week-7 : Introduction to Nonparametrics
Week-8 : Regression & Matching
Week-9 : Regression Discontinuity Design
Week-10 : Difference in Difference
Week-11 : Estimation of Treatment Effect
Week-12 : Introduction to Data Mining (for High Dimensional Data)
Week-2 : Descriptive Statistics: Mathematical DistributionsWeek-3 : Statistical Inferences
Week-4 : Review of Least Square and Linear ModelWeek-5 : Probit, Logit & 2SLSWeek-6 : Review of Instrumental Variable
Week-7 : Introduction to Nonparametrics
Week-8 : Regression & Matching
Week-9 : Regression Discontinuity Design
Week-10 : Difference in Difference
Week-11 : Estimation of Treatment Effect
Week-12 : Introduction to Data Mining (for High Dimensional Data)
Taught by
Prof. Tutan Ahmed
