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
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Multiple regression models
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Time series analysis
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Panel models
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Estimation methods
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Statistical tests
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Analysis of residues
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Forecasting
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Non-linear modeling
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Multivariate analysis
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Model diagnostics
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Interpretation of results
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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?
Prerequisites
- Knowledge of the basics of mathematical statistics
- Experience in data analysis
- Fundamentals of linear algebra
- Knowledge of econometric methods
Training program
Non-linear models
- Generalized regression
Panel models
- Time series analysis
- Estimation and verification methods
- Estimators and their properties
Diagnostic tests
- Analysis of residues
- Information criteria
- Multidimensional modeling
Factor analysis
- Cluster analysis
- Multidimensional scaling
- Discriminant analysis
- Practical applications
Forecasting
- Risk analysis
Process modeling
- 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?
The target audience includes data analysts and researchers, economists and financial analysts, and forecasting specialists. Level: advanced.
How long is the Statistical and Econometric Modeling - Advanced Techniques training?
The training lasts 3 days. It is delivered online or on-site.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT is ISO 9001 certified.
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.
Request a quote
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Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.