Training Statistical and econometric modeling – advanced techniques
Practical information about training
- CATEGORY: Technologies
- SUBCATEGORY: Data and analytics
- TRAINING CODE: IT-DA-238
- DURATION: 3 days
- PRICE INFORMATION from: 3750 PLN net
- LANGUAGE OF TRAINING: polish
- FORM OF IMPLEMENTATION: stationary, online
Training description
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.
Participant profile
- Data analysts and researchers
- Economists and financial analysts
- Forecasting specialists
- Data Scientists
- Employees of analytical departments
- Business consultants
- Researchers
- Market research specialists
Agenda
- Advanced regression models
- 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
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. He will learn 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.
Required preparation of participants
- Knowledge of the basics of mathematical statistics
- Experience in data analysis
- Fundamentals of linear algebra
- Knowledge of econometric methods
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
Do you have any questions?
Feel free to contact us.
Patrycja Petkowska
+48 735 257 272
patrycja.petkowska@eitt.academy
31 Ząbkowska Street 03-736 Warsaw
Forms of training delivery
Stationary training
- Training at the customer's premises or at a designated location
- Training room equipped with the necessary equipment
- Training materials in electronic form
- Coffee breaks and lunch
- Direct interaction with the trainer
- Networking in a group
- Workshop exercises in teams
Remote training
- Virtual training environment
- Electronic materials
- Interactive online exercises
- Breakout rooms for group work
- Technical support during the training
- Recordings of the session (optional)
Possibility of funding
The training can be financed with public funds under:
- National Training Fund (KFS)
- Development Services Base (BUR)
- EU projects implemented by PARP
- HR Academy Program (PARP)
- Regional operational programs
If you are interested in funding, our team will help you prepare the required documentation.
HAVE A QUESTION?
Contact us for more information about our training, programs and cooperation. We will be happy to answer all your inquiries!
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Do you have any questions?
Feel free to contact us.
Patrycja Petkowska
+48 735 257 272
patrycja.petkowska@eitt.academy
31 Ząbkowska Street 03-736 Warsaw
FAQ - Frequently Asked Questions
We offer training in a variety of tailored formats: onsite (at the client's location or our training center), live online interactive with a trainer, and in a hybrid format. Detailed information about the available delivery forms for a specific training is always included in its description on the website.
Open online trainings usually take place from 9:00 - 17:00 Polish time. In the case of closed trainings dedicated to companies, the schedule is flexible and we arrange it individually with the client to best fit the needs of the organization.
We use proven and popular video conferencing platforms, such as Microsoft Teams and Zoom, to conduct interactive online training. They provide seamless communication, the ability to work in groups and direct contact with the trainer. We provide information about the platform used in a specific training to participants before the training begins.
To comfortably participate in the online training, all you need is a standard computer (desktop or laptop) with stable internet access and an up-to-date version of a web browser installed. We recommend using headphones with a microphone for better sound quality and communication, although this is not absolutely required. Having a webcam is usually not mandatory either.
Yes, each participant receives a set of training materials prepared by our experts. We usually provide them in electronic form (e.g., PDF files) a few days before the start of the training, after confirmation of participation and payment.
Upon successful completion of most of our training courses, participants receive a named EITT Certificate of Completion, confirming the competencies gained. In addition, we offer accredited training courses (e.g., ITIL®, PRINCE2®) that prepare for official internationally recognized certification exams. Information about the type of certificate available after a specific training is always included in the detailed description of the training.
The enrollment process depends on the type of training. For open trainings (open to anyone who is interested), you can sign up directly through the application form available on the page of the particular training. If you are interested in closed training (dedicated to employees of one company), please contact us directly by email or phone - we will prepare an offer tailored to your needs.
As standard, the price of the training includes: participation in classes taught by an experienced trainer-practitioner, a set of original training materials in electronic form, and a named EITT Certificate of Completion. For accredited training courses, the price often also includes the cost of taking the official certification exam. The detailed scope of benefits for a given course is always given in its description.
The preferred form of payment for our training courses is by bank transfer, executed on the basis of an issued pro forma invoice or VAT invoice. Detailed information on payment terms and conditions is provided in the process of confirming the enrollment in the training or can be found in the regulations.
Of course! Our specialty is closed-door training, designed "tailor-made" - according to the individual needs and business objectives of a given organization. If you are interested in a topic outside of our regular offerings or would like to modify the program of an existing course, feel free to contact us. We will be happy to prepare a dedicated solution.
We are flexible and adapt to the client's needs. We can organize closed trainings even for small groups - usually the minimum number of participants is 4 people, and the cost is often calculated for the whole group. Taking care of the highest quality and comfort of learning, in case of very large groups (more than 40 people) we usually recommend dividing into smaller teams to ensure effective interaction.
Your feedback is extremely important to us, as it allows us to continuously improve our offerings. After each training session, we send participants a link to a short online evaluation survey. You can also always contact us directly by email or phone to provide your comments.
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