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Data Analytics for Policy Research
Data Analytics for Policy Research
Data Analytics for Policy Research

Data Analytics for Policy Research

by IMPRI
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#WebPolicyLearning | A 6-Week Immersive Online Hands-On Certificate Training Course on Data Analytics for Policy Research

#IMPRI Generation Alpha Data Center (GenAlphaDC), IMPRI Impact and Policy Research Institute, New Delhi invites you to #WebPolicyLearning –

A 6-Week Immersive Online Hands-On Certificate Training Course on

Data Analytics for Policy Research

Dates: October 15 – November 19, 2022 (Six Consecutive Saturdays)
Time: 3:00 p.m. – 5:30 p.m. IST
Platform: Zoom

Course Fee: ₹ 6999 (inclusive of GST)

Discounted Fee:
For Professionals: INR 5499 | For Students: INR 3999

To avail the discounted course fee for students, please write in to learningatimpri@gmail.com.


WebPolicyLearning Data Analytics for Policy Research 2


About the Course: Data Analytics for Policy Research

For Whom: Data and Policy enthusiasts – including students, professionals, researchers, and any individual looking for a comprehensive foundation to data-based policy research

Course Structure:

The course will be spread across six weekend live sessions of 2.5 hours. Along with this, datasets for hands-on practice will be provided for data analysis and learning. Participants will be required to make a submission for evaluation at the end of the course, to obtain the certificate, specific details of which will be shared during the course.

This course comprises hands-on data learning sessions and various expert sessions on data discourses.

Hands-on Data Learning Sessions:

  • Review of Mathematical Statistics and Techniques

    • Random Variable
    • Sample, Population, Parameters, Random Sampling and Test Statistics
    • Data Generating Process – Time, Cross Section and Panel
    • Probability distributions (Normal, Chi-square, t and F)
    • F, t, and Chi-Square Test Statistics
    • Inference – Interval Estimation and Hypothesis Testing
    • Parameter Estimation (Methods of Moments, Maximum Likelihood Estimation and Ordinary Least Square)
    • Dependent vis-à-vis Independent Variables
    • Properties of Estimator

  • Econometrics

    • Methodology of Econometrics
    • Classical Linear Regression Model (CLRM) and Multiple Linear Regression Model (MLRM) – Estimation and Inference
    • Different Functional Forms
    • Matrix algebra of multivariate regression
    • Time Series Analysis (Stationarity, Cointegration, Error Correction Model, Forecasting)
    • Concept, and use of Moment Condition
    • Test for exogeniety
    • Deviation from classical linear assumptions
    • Qualitative and dummy variables

  • Regression Diagnostics

    • Multicollinearity
    • Heteroscedasticity
    • Autocorrelations
    • Model Specification Errors

  • Regression Analysis with Qualitative variables – Categorical Dependent Variable Regression (including Logit and Probit Model)
  • Data Reduction – Factor Analysis and Principal Component Analysis

These hands-on sessions and exercises will be provided in Microsoft Excel, which can also be used in any statistical software. Please note: access to Excel is mandatory for the course.

Data Discourses: Expert Sessions

  • Introduction to Statistical Programming Software – EVIEWS and Stata
  • Sampling and Surveys
  • Research Ethics in Primary Data Collection and Analysis
  • The Statistical System in India and an Introduction to Various Official and Other Databases
  • India’s Macroeconomic Data
  • Data and Policy Research in Practice – Reporting and Analysis Writing
  • Quantitative and Qualitative Data Analysis in Feminist Research
  • Quantitative Data Analysis in International Trade
  • Financial Data
  • Quantitative Socio-Economic and Regional Data Analysis
  • Spatial Data Analysis – Introduction to GIS and Visualisation

Reading resources will be shared with the participants.

Convenors and Expert Trainers:

Vibhuti Patel

Prof Vibhuti Patel
Visiting Professor, IMPRI;
Former Professor, Tata Institute of Social Sciences (TISS), Mumbai

Soumyadip Chattopadhyay

Dr Soumyadip Chattopadhyay
Associate Professor, Economics,
Visva-Bharati, Santiniketan;
Visiting Senior Fellow, IMPRI

Nalin Bharti edited

Prof Nalin Bharti
Professor, Department of Humanities and Social Sciences,
Indian Institute of Technology (IIT), Patna;
Visiting Senior Fellow, IMPRI

Dr-G-Sridevi

Prof Gummadi Sridevi
Professor, School of Economics, University of Hyderabad;
Visiting Senior Fellow, IMPRI

Prof. Utpal Kumar De

Prof Utpal K. De
Professor, Department of Economics,
North-Eastern Hill University (NEHU), Shillong;
Visiting Professor, IMPRI

Nilanjan Banik edited

Prof Nilanjan Banik
Professor and Program Director (BA, Economics and Finance),
Mahindra University, Hyderabad

Amar Jesani 2 edited

Dr Amar Jesani
Independent Researcher and Teacher (Bioethics and Public Health);
Editor, Indian Journal of Medical Ethics

ismail

Dr Ismail Haque
Fellow, ICRIER and Visiting Fellow, IMPRI

Dr Arjun Kumar pic IMPRI

Dr Arjun Kumar
Director, IMPRI

Registration Form

Link to Registration Formhttps://forms.gle/vsR5cHqbGC5Y5WzH9


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Payment of Course Fee

NOTE: Do not proceed to pay without filling the registration form given above or at https://forms.gle/vsR5cHqbGC5Y5WzH9 registration will NOT be approved without submission of the registration form.

Payment Link: https://rzp.io/l/daprimpri

Queries may be directed at: learningatimpri@gmail.com

Videos:

Day 1: https://youtu.be/yTQaq8_bTdg

Day 2: https://youtu.be/kxHsQ7-Xiko

Day 3: https://youtu.be/KmafOj_V_XY

Day 4: https://youtu.be/W2cc4KJSPZI

Day 5: https://youtu.be/oQa05MD6QwU

Day 6: https://youtu.be/0NONq8fDCw8

Additional Details

Registration Deadline Time - 12:00 AM

Event registration closed.
 

Date And Time

15/10/2022 @ 03:00 PM to
19/11/2022 @ 05:30 PM
 

Registration End Date

15/10/2022
 

Location

Online event
 

Event Types

 

Event Category

 
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