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Overview
Key facts
London School of Economics and Political Science's Applied Econometrics and Big Data course will combine both analytical and computer-based (data) material to enable students to gain practical experience in analysing a wide variety of econometric problems. It will also discuss how modern data science approaches can be used to answer important economic questions. Students will be reading various applied economic papers which apply the techniques being taught. Applications that will be considered include labour, development, industrial organisation and finance.
The topics include analysis of matching methods, identification of average, local average and marginal treatment effects using instrumental variables, regression discontinuity, randomised control experiments, post-estimation diagnostics, cross section and panel data with static and dynamic models, binary choice models and binary classification methods in machine learning, maximum likelihood estimation, ridge regression, lasso regression, and principal component regression.Programme Structure
Courses include:
- Regression models: DID and Panel Data
- Maximum Likelihood Estimation: Limited Dependent Variable Models
- Post-estimations diagnostics for linear regression models. Quantile regression and Quantile treatment effects.
- Generalized Method of Moments (GMM) & Practical Problems In Applied Analysis
- Dynamic Panel data models.
- Regression discontinuity design. Regression kink design.
- Matching methods.
Key information
Duration
- Full-time
- 3 days
Start dates & application deadlines
- StartingApply anytime.
Language
English
Credits
7 ECTS
Delivered
On Campus
Disciplines
Economics Data Science & Big Data View 138 other Short Courses in Economics in United KingdomAcademic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Student insurance
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items, so make sure your student insurance ticks all the following:
- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
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Other requirements
General requirements
This course will suit you if you are interested in applying state-of-the-art methods of applied econometric analysis to answer important causal economic questions. You should consider taking this course if you are interested in pursuing a career in consulting or are trying to enhance your skills as an economic researcher. You will be developing your skills in applying the statistical software R to put the methods discussed into practice.
Tuition Fee
To always see correct tuition fees
-
International
2950 GBP/fullTuition FeeBased on the tuition of 2950 GBP for the full programme during 3 days. -
National
2950 GBP/fullTuition FeeBased on the tuition of 2950 GBP for the full programme during 3 days.
- Student rate: £2,950
- Standard rate: £3,950
Living costs for London
1137 - 2157 GBP /month
Living costs
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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