Heteroscedasticity Courses and Certifications

Hypotheses Testing in Econometrics

Develop statistical skills for hypothesis testing in econometrics, covering OLS properties, t-tests, F-tests, and diagnostic techniques to address violations of classical linear regression assumptions.

• Coursera
• 1 day 3 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

Model Diagnostics and Remedial Measures

Learn to diagnose and fix issues in regression models, including assumption violations, heteroscedasticity, autocorrelation, and multicollinearity. Gain skills in variable selection and model validation for data-driven industries.

• Coursera
• 16 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Dibrugarh University;  CEC

Introductory Econometrics

Comprehensive introduction to econometric concepts, covering hypothesis testing, regression models, OLS assumptions, and model misspecification. Develop skills in statistical analysis and econometric techniques.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

CEC;  School Of Economics, DAVV

Econometric Methods

Learn essential econometric techniques for building, estimating, and assessing models. Master OLS, regression analysis, and handle common issues like heteroscedasticity and multicollinearity. Apply concepts to real-world economic problems.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Econometrics

Comprehensive econometrics course covering regression analysis, time series, heteroscedasticity, autocorrelation, and advanced estimation techniques. Includes practical exercises and exam preparation materials.

• YouTube
• 14 hours
• On-Demand
• Free Video

NPTEL-NOC IITM

Classical Linear Regression Model - Part 4

Explora el modelo de regresión lineal clásica, profundizando en sus aspectos teóricos y aplicaciones prácticas en el análisis estadístico.

• YouTube
• 28 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Classical Linear Regression Model - Part 3

Explora el modelo de regresión lineal clásica, profundizando en sus aspectos avanzados y aplicaciones prácticas en análisis estadístico.

• YouTube
• 33 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Classical Linear Regression Model - Part 2

Explora el modelo de regresión lineal clásica, profundizando en sus conceptos avanzados y aplicaciones prácticas en análisis estadístico.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Georgia Tech Research

Spectral Methods Meets Asymmetry: Two Recent Stories - Lecture 4

Exploración de métodos espectrales en matrices asimétricas: ranking top-K y denoising matricial. Ventajas sobre SVD y adaptabilidad a heterocedasticidad sin corrección de sesgo.

• YouTube
• 49 minutes
• On-Demand
• Free Video

BIMSA

Variational Approximations for Bayesian and Semi-Bayesian Inferences

Explora aproximaciones variacionales para inferencias bayesianas y semi-bayesianas, enfocándose en selección de variables grupales y procesos gaussianos heterocedásticos. Incluye simulaciones y aplicaciones prácticas.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Econometria Básica Aplicada

158 ratings at Coursera

Buscaremos introduzir aos alunos métodos de estimação de modelos lineares que relacionam variáveis econômicas. Espera-se que o aluno seja capaz de entender modelos simples e testar hipóteses sobre os modelos de interesse.

• Coursera
• 7 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Basic Econometrics

1 review

Learn statistical methods, regression models, and econometric techniques for analyzing economic data, including hypothesis testing, multicollinearity, time series, and panel data analysis.

• Swayam
• 12 weeks
• Finished
• Free Online Course