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Santa Fe Institute

A Simple Law for the Distribution of Long-term Profits

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Explore the distribution of long-term profits among US firms, examining statistical models and their implications for understanding economic dynamics and 'superstar' effects.
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9 Lesons
57 minutes
On-Demand
Free-Video
NPTEL

Introduction to Econometrics

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Comprehensive exploration of econometric analysis, covering linear regression, hypothesis testing, STATA applications, and advanced models like logit, probit, and tobit.
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66 Lesons
1 day 8 hours
On-Demand
Free-Video
New York University (NYU)

Spectral Factor Models and Pricing in Financial Markets - BQE Lecture

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Explore financial modeling with Federico Bandi, covering spectral factor models, consumption components, and predictability in stocks and bonds, with insights on aggregation and pricing.
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14 Lesons
47 minutes
On-Demand
Free-Video
NPTEL

Engineering Econometrics

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This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real-life cases to know the relevance of a particular problem and the decision-making thereof.
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61 Lesons
1 day 11 hours
On-Demand
Free-Video
NPTEL

Applied Statistics and Econometrics

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Gain practical skills in statistical analysis and econometric modeling, enhancing your ability to interpret data and make informed economic decisions.
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43 Lesons
1 day 6 hours
On-Demand
Free-Video
MIT OpenCourseWare

Auctions: Empirical Models and Applications - Lecture 23

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Explore the evolution of empirical auction models and their applications in industrial organization, focusing on recent developments and practical insights.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video

Environmental Economics

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Explore economic approaches to environmental policy, valuation methods, and optimization strategies for sustainable resource management and conservation.
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11 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Ox educ

Graduate Econometrics

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Comprehensive graduate-level econometrics covering matrix formulation, estimators, causality, time series, panel models, and Bayesian methods. Develops advanced analytical skills for economic research and modeling.
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77 Lesons
7 hours
On-Demand
Free-Video

Econometrics

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Comprehensive econometrics course covering regression analysis, time series, heteroscedasticity, autocorrelation, and advanced estimation techniques. Includes practical exercises and exam preparation materials.
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55 Lesons
14 hours
On-Demand
Free-Video

ECLR

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Learn MATLAB basics, functions, data handling, and advanced techniques like GMM estimation. Explore EVIEWS for econometric analysis.
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8 Lesons
5 hours
On-Demand
Free-Video

ECON61001

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Comprehensive exploration of time series analysis, covering stationarity, forecasting, diagnostic testing, and advanced econometric techniques for robust inference and modeling.
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21 Lesons
11 hours
On-Demand
Free-Video

ECLR-R for Econometrics

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Learn essential econometric techniques using R, from data import and analysis to advanced modeling like ARIMA, GARCH, and difference-in-differences, with practical examples and hands-on exercises.
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10 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Instituto de Matemática Pura e Aplicada

Economia e Matemática

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Explore a interseção entre economia e matemática com Aloisio Araujo, cientista do IMPA. Descubra como conceitos matemáticos avançados são aplicados para resolver problemas econômicos complexos.
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1 Lesons
37 minutes
On-Demand
Free-Video
Banach Center

Parametryczna Estymacja Krzywych Koncentracji

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Poznaj metody parametrycznej estymacji krzywych koncentracji w zastosowaniach matematycznych. Zdobądź wiedzę na temat zaawansowanych technik analizy danych.
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1 Lesons
29 minutes
On-Demand
Free-Video
Simons Institute

What Does It Take to Be a Good Fisherman?

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Explore statistical challenges in learning from biased data, focusing on self-selection issues in various fields and discussing recent progress in econometric modeling and auction theory.
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17 Lesons
1 hour 7 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 3

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Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
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1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 1

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Explore structural break analysis using the Chow test, gaining insights into detecting significant changes in economic time series data.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 5

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Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
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1 Lesons
24 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 2

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Explore advanced techniques for structural break analysis using the Chow test, building on foundational concepts to enhance econometric modeling skills.
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1 Lesons
30 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 4

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Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
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1 Lesons
23 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Energy Demand - Part I: Decomposition Analysis and Parametric Approach

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Explore decomposition analysis and parametric approaches for understanding energy demand, gaining insights into key factors influencing consumption patterns and forecasting methods.
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1 Lesons
53 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part XI: Testing for Endogeneity and Overidentification

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Explore endogeneity testing in STATA and delve into overidentification concepts for instrumental variable estimation.
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1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Testing for Endogeneity and Overidentification

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Explore endogeneity testing in STATA and learn about overidentification in instrumental variable estimation techniques.
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1 Lesons
30 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part VII: Testing Overidentification and Instrument Validity

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Explore test for overidentification, validity of instruments, and calculus interpretation of IV in instrumental variable estimation.
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1 Lesons
38 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part VI: Testing for Endogeneity and Hausman Test

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Explore endogeneity testing, implement the Hausman Test, and apply it to multiple endogenous variables in instrumental variable estimation.
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1 Lesons
20 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Testing Endogeneity and Hausman Test - Part 5

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Explore advanced endogeneity testing techniques, including Hausman Test implementation for multiple variables in instrumental variable estimation.
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6 Lesons
37 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation for Multiple Linear Regression Models - Part IV

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Explore IV techniques for MLRM, generalized MLRM, multiple instruments, and endogenous variables in econometric modeling.
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5 Lesons
35 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part II

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Explore advanced IV estimation techniques, addressing endogeneity issues and understanding key conditions for effective implementation in econometric analysis.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part III

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Explore IV techniques for MLRM, Generalised MLRM, multiple instruments, and endogenous variables in econometric analysis.
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1 Lesons
27 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part I

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Explore IV estimation, endogenous explanatory variables, and conditions for instrumental variables in econometric analysis.
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1 Lesons
25 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Models: System GMM, Difference GMM, and Windmeijer Solution - Part 20

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Explore System GMM, Difference GMM, and One/Two Step GMM techniques. Learn Windmeijer's solution for dynamic panel data modeling.
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1 Lesons
49 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part XVIII: One-Step and Two-Step GMM Estimators

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Explore one-step and two-step GMM estimators, comparing their differences and examining difference GMM and system GMM approaches for dynamic panel data analysis.
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1 Lesons
28 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model: Lag Sensitivity and STATA Application - Part 16

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Explore lag sensitivity in Dynamic Panel Data models and apply DPD techniques using STATA for advanced econometric analysis.
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1 Lesons
32 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part 14

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Explore advanced concepts in dynamic panel data modeling, focusing on key techniques and applications for econometric analysis.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part V

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Explore panel data analysis techniques, including LSDV and Fixed Effects Models, for robust econometric estimation and inference.
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1 Lesons
30 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part IX

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Explore empirical estimation of dynamic panels, including examples and STATA applications, to enhance your understanding of advanced econometric techniques.
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1 Lesons
36 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model: Post-Estimation and Sample Bias - Part 11

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Explore post-estimation techniques for Dynamic Panel Data models, including overidentification and sample bias analysis.
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1 Lesons
25 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part V: Anderson-Hsiao Estimator and Generalized Methods of Moment

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Explore Anderson-Hsiao Estimator and Generalized Methods of Moment in dynamic panel data modeling.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part VII: Empirical Estimation and Examples

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Explore empirical estimation and examples of dynamic panel data models, enhancing your understanding of advanced econometric techniques.
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1 Lesons
23 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part IV: Anderson-Hsiao, Haltz-Ekin, and Arellano-Bond Models

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Explore advanced dynamic panel data models including Anderson-Hsiao, Haltz-Ekin, and Arellano-Bond approaches for econometric analysis.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model: Partial Adjustment and Nickell Bias - Part III

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Explore dynamic panel data models, partial adjustment techniques, and Nickell bias. Gain insights into advanced econometric concepts for analyzing time-series cross-sectional data.
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5 Lesons
32 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part II: Advanced Techniques and Problem Solving

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Explore advanced panel data models, focusing on dynamic panels and solutions to fixed effects challenges in econometric analysis.
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1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model: Introduction and Simple Static Models - Part I

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Explore advanced panel data models, focusing on dynamic panels and two-way error components. Learn to address fixed effects challenges in dynamic modeling.
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5 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multinomial Regression Model: Logit and Conditional Logit Models - Part 4

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Explore multinomial regression models, including logit and conditional logit, to analyze choice-specific data and interpret relative probabilities in econometric contexts.
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14 Lesons
43 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multinomial Regression Model - Part III: Empirical Estimation and STATA Application

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Explore empirical estimation of bi-variate logit and its STATA application in multinomial regression models, enhancing statistical analysis skills.
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1 Lesons
37 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Qualitative Response Models: Introduction to Logit Model - Part I

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Explore qualitative response models, focusing on logit models and their applications in analyzing car ownership patterns.
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7 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Qualitative Response Models: Logit and Types - Part II

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Explore types of qualitative response models, focusing on logit models and their applications in statistical analysis.
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1 Lesons
26 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Qualitative Response Models: Logit and Probit - Part IV

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Explore logit and probit models as examples of qualitative response models, gaining insights into their applications and interpretations.
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1 Lesons
27 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Panel Data Model Estimation - Part VII

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Explore panel data estimation techniques, focusing on fixed effects and random effects models for comprehensive econometric analysis.
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1 Lesons
33 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Qualitative Response Models: Logit and Probit - Part III

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Explore logit, probit, and qualitative response models for analyzing categorical data and predicting discrete outcomes.
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1 Lesons
27 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Panel Data Model Estimation - Part IX

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Explore panel data estimation techniques, focusing on fixed effects and random effects models for comprehensive econometric analysis.
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1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part III

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Explore pooled data models and first difference techniques through practical examples, enhancing your understanding of panel data estimation methods.
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1 Lesons
48 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part IV

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Explore panel data analysis and fixed effects models for robust econometric estimation in longitudinal studies.
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1 Lesons
40 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part VI

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Explore panel data analysis techniques, including LSDV and Fixed Effects Models, for robust econometric estimation and inference.
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1 Lesons
25 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part II

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Explore pooled data characteristics, OLS models, and STATA implementation for advanced statistical analysis and econometric modeling.
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1 Lesons
41 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part I

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Explore pooled data analysis by combining cross-sectional and time series data. Learn characteristics and estimation techniques for pooled OLS models.
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1 Lesons
28 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simultaneous Equation Model - Part VII: SEM in Two Equation Framework

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Explore SEM in a two-equation framework with practical examples, enhancing understanding of complex economic relationships and modeling techniques.
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1 Lesons
35 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simultaneous Equation Model: Examples, General Model, and Conditions - Part 5

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Explore simultaneous equation models, focusing on general models and rank/order conditions through practical examples.
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1 Lesons
28 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simultaneous Equation Model: Generalised SEM and Equation Identification - Part 8

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Explore generalised SEM and learn equation identification techniques for advanced econometric modeling.
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1 Lesons
28 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simultaneous Equation Model: Examples, General Model, and Conditions - Part 6

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Explore simultaneous equation models, focusing on general models and rank/order conditions through practical examples.
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1 Lesons
23 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simultaneous Equation Model - Part III: Simultaneity Bias and OLS Implications

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Explore simultaneity bias and its impact on OLS estimation in simultaneous equation models. Gain insights into addressing this econometric challenge.
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1 Lesons
24 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simultaneous Equation Model: Structural Equations and Identification - Part IV

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Explore structural equations, their identification, and estimation techniques in simultaneous equation models. Gain insights into advanced econometric concepts.
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1 Lesons
22 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simultaneous Equation Model - Part II

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Explore advanced concepts of simultaneous equation models, including identification techniques and equation systems analysis.
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1 Lesons
26 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simultaneous Equation Model - Part I

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Explore simultaneous equation models, focusing on identification and understanding key concepts in econometric analysis.
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1 Lesons
34 minutes
On-Demand
Free-Video
Fields Institute

Inference of Utilities and Time Preference in Sequential Decision-Making

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Explore utility inference and time preference in sequential decision-making, focusing on mathematical finance applications and advanced analytical techniques.
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1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Classical Linear Regression Model - Part 4

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Explore advanced concepts in classical linear regression, focusing on model interpretation, diagnostics, and practical applications in statistical analysis.
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1 Lesons
28 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Classical Linear Regression Model - Part 3

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Explore advanced concepts of classical linear regression, including model assumptions, estimation techniques, and statistical inference for robust data analysis.
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1 Lesons
33 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Gauss-Markov Theorem

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Explore the fundamental principles and applications of the Gauss-Markov theorem in statistical analysis and linear regression modeling.
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1 Lesons
23 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Understanding Multicollinearity

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Explore multicollinearity and its impact on regression analysis, focusing on the Variance Inflation Factor as a key diagnostic tool.
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1 Lesons
18 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multiple Linear Regression Model and Application of F Statistics - Part 2

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Explore advanced concepts of multiple linear regression and F-statistics, enhancing statistical analysis skills for complex data modeling.
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1 Lesons
28 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Classical Linear Regression Model - Part 2

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Explore advanced concepts of classical linear regression, including model assumptions, parameter estimation, and statistical inference techniques.
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1 Lesons
32 minutes
On-Demand
Free-Video
Banach Center

Identification of the Structure Break Point for Independent Data with Changing Variance

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Odkryj metody identyfikacji punktu przełamania struktury dla niezależnych danych o zmiennej wariancji w analizie statystycznej.
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1 Lesons
16 minutes
On-Demand
Free-Video
Uncertainty in Artificial Intelligence

Omitted Variable Bias in Causal Machine Learning

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Explore omitted variable bias in causal machine learning with Victor Chernozhukov's keynote address at UAI 2023, offering insights into this critical aspect of AI research.
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1 Lesons
56 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation: STATA Application of IV Using 2SLS - Part 9

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Apply instrumental variable estimation using two-stage least squares in STATA, enhancing your econometric analysis skills with practical implementation.
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1 Lesons
18 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Granger Causal Model: Introduction and Application in Regression Analysis

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Explore the Granger Causal model, an application of regression that attempts to address causality in data analysis beyond mere correlation.
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1 Lesons
17 minutes
On-Demand
Free-Video
Data Science Festival

Data Science in Economic Consulting - Use Cases in Regulations, Litigations, and More

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Explore data science applications in economic consulting, focusing on regulations, litigations, and competition economics. Learn how advanced analytics transform decision-making and legal strategies.
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1 Lesons
49 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Explainable Machine Learning in Finance - When Machines Surpass Human Intelligence

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Explore causal and counterfactual explainability in AI/ML models for finance, addressing challenges when machines surpass human intelligence in complex, high-risk applications.
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1 Lesons
35 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation: STATA Application of 2SLS - Part 8

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Apply instrumental variable estimation using 2SLS in STATA, focusing on practical implementation and interpretation of results.
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1 Lesons
30 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Mixing Properties of (Non-)Stationary INGARCH(1,1) Processes

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Explore mixing properties of (non-)stationary INGARCH(1,1) processes in this mathematical conference talk, focusing on adaptive and high-dimensional spatio-temporal forecasting methods.
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1 Lesons
32 minutes
On-Demand
Free-Video
ICTP-SAIFR

Time Series Analysis - Class 4

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Explore advanced time series analysis techniques in socio-economic complexity, focusing on nonlinear systems applications and cutting-edge research insights.
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1 Lesons
59 minutes
On-Demand
Free-Video
ICTP-SAIFR

Time Series Analysis - Class 3 of 4

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Explore advanced time series analysis techniques for socio-economic complexity in this comprehensive lecture by Cristina Masoller.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video