Technologies / Data & Analytics

Statistical and econometric modeling - advanced techniques

The training introduces participants to the world of advanced statistical and econometric modeling techniques, with a focus on their practical application in business data analysis. The program is implemented through a combination of theoretical lectures and intensive workshops using real data sets. Participants learn advanced methods of analysis and learn how to interpret and present results in a business context.

Issues

Multiple regression models
Time series analysis
Panel models
Estimation methods
Statistical tests
Analysis of residues
Forecasting
Non-linear modeling
Multivariate analysis
Model diagnostics
Interpretation of results
Data visualization

Benefits

The participant will gain the ability to build and verify advanced statistical and econometric models
He or she will learn to select appropriate methods of analysis for specific business problems
Will develop the ability to interpret modeling results in the context of practical applications
Forecasting and modeling techniques for economic phenomena
Will be able to assess the quality and reliability of statistical models
Will master methods of presenting analysis results to business stakeholders

Who is this training for?

Data analysts and researchers

Economists and financial analysts

Forecasting specialists

Data Scientists

Employees of analytical departments

Business consultants

Researchers

Market research specialists

Prerequisites

Knowledge of the basics of mathematical statistics
Experience in data analysis
Fundamentals of linear algebra
Knowledge of econometric methods

Training program

Generalized regression

Time series analysis
Estimation and verification methods
Estimators and their properties

Analysis of residues
Information criteria
Multidimensional modeling

Cluster analysis
Multidimensional scaling
Discriminant analysis
Practical applications

Risk analysis

Decision optimization

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

Who is the Statistical and econometric modeling - advanced techniques training for?

This training is designed for professionals looking to develop skills in statistical and econometric modeling - advanced techniques. Required level: advanced.

How long is the Statistical and econometric modeling - advanced techniques training?

The training lasts 3. Available in online or on-site format.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.

Can this training be conducted for a closed group?

Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.