Heteroscedasticity Courses and Certifications

Model Diagnostics and Remedial Measures

11 ratings at Coursera

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
• 19 hours 55 minutes
• On-Demand
• Paid Course

Econometrics - Theory and Practice

Master econometric theory and practice through regression analysis, hypothesis testing, and statistical inference for analyzing economic relationships and data.

• Coursera
• 1 day 7 hours 43 minutes
• On-Demand
• Paid Course

Coursera

Regression: Identify Assumptions & Apply Models

Master regression model validation through hands-on practice with OLS assumptions, residual analysis, and diagnostic interpretation in RStudio for trustworthy results.

• Coursera
• 2 hours 1 minute
• On-Demand
• Paid Course

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

NPTEL-NOC IITM

Classical Linear Regression Model - Part 2

Explore advanced concepts of classical linear regression, including model assumptions, parameter estimation, and statistical inference techniques.

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

NPTEL-NOC IITM

Classical Linear Regression Model - Part 4

Explore advanced concepts in classical linear regression, focusing on model interpretation, diagnostics, and practical applications in statistical analysis.

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

NPTEL-NOC IITM

Classical Linear Regression Model - Part 3

Explore advanced concepts of classical linear regression, including model assumptions, estimation techniques, and statistical inference for robust data analysis.

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

BIMSA

Variational Approximations for Bayesian and Semi-Bayesian Inferences

Explore variational approximations in Bayesian inference, focusing on group-variable selection and heteroscedastic Gaussian processes. Learn efficient parameter estimation and process forecasting techniques.

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

Georgia Tech Research

Spectral Methods Meets Asymmetry: Two Recent Stories - Lecture 4

Explore spectral methods for asymmetric data matrices, covering top-K ranking and matrix de-noising. Learn advantages over traditional approaches in data analysis and estimation.

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

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

Econometria Básica Aplicada

173 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
• Paid Course

Econometrics

本课程为经济、商务以及财务分析专业的学生提供所需的基本知识。 Build essential skills necessary for economic, business or financial analysis.

• XuetangX
• On-Demand
• Free Online Course

计量经济学

Master the fundamentals of econometrics through statistical analysis, regression models, and advanced estimation methods. Learn to handle heteroscedasticity, endogeneity, and non-linear models using Stata software.

• XuetangX
• On-Demand
• Free Online Course

计量经济学

Master 计量经济学基础理论和应用方法，从统计分析到时间序列建模，培养实证研究能力，掌握专业软件操作，提升经济数据分析技能。

• XuetangX
• On-Demand
• Free Online Course

高级计量经济学

通过教学旨在使学生掌握现代经济学研究和经济分析的基本理论与方法，能够建立和应用实用的计量经济学模型分析现实经济问题。

• XuetangX
• On-Demand
• Free Online Course