Applied Econometrics

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Free Online Course: Applied Econometrics provided by Swayam is a comprehensive online course, which lasts for 12 weeks long. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from Swayam. Applied Econometrics is taught by Prof. Tutan Ahmed.

IIT Kharagpur NPTEL via Swayam

12 weeks long

Finished

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 Distributions Week-3 : Statistical Inferences
Week-4 : Review of Least Square and Linear Model Week-5 : Probit, Logit & 2SLS Week-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)

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Language

English
Certificate
Paid Certificate Available
Finished
25th July, 2021
Price
Free Online Course
Provider
Swayam
Taught By

Prof. Tutan Ahmed
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