

Federico's profile and contact details have been verified by our team
Federico
- Rate R2431
- Response 2h
-
Students50+
Number of students Federico has accompanied since joining Superprof
Number of students Federico has accompanied since joining Superprof

R2431/h
1st lesson free
- Econometrics
Econometrics & Dissertation Data Analysis — R, Stata, Python | UCL PhD Economist, Frontier Economics, Bank of England
- Econometrics
Lesson location
Super Tutor
Federico is one of our best Econometrics tutors. High-quality profile, qualifications verified, organised and responsive to lesson requests, and appreciated by their students.
About Federico
I am a PhD economist at UCL and I run empirical work for a living, not only teach it. My own research estimates demand and pricing behaviour from retail scanner data covering millions of transactions, and as a visiting researcher at the Bank of England I work with firm-level survey panel data on inflation expectations. Before the PhD I spent two years at Frontier Economics building econometric evidence for competition cases, where the analysis had to survive scrutiny from opposing experts and regulators.
That background is the reason students come to me rather than to a general statistics tutor. I have had to defend identification assumptions in front of people paid to attack them. I know which specification choices matter, which are cosmetic, and what a supervisor or examiner will actually challenge in a viva.
I work daily in R, Stata, Python and Matlab. UCL MSc and MRes with Distinction, Warwick BSc with First Class Honours
About the lesson
- Primary
- Secondary
- Matric/GCSE
- +9
levels :
Primary
Secondary
Matric/GCSE
AS Level
A Level
BTech
Adult education
Undergraduate
Masters
Diploma
Doctorate
MBA
- English
- Italian
Languages in which the lesson is available :
English
Italian
Most students who contact me are somewhere in a dissertation and stuck at one of three points: the data will not behave, the identification strategy is not convincing, or the results are estimated but they cannot say what they mean. All three are fixable, and none of them are fixed by another lecture on the classical assumptions.
I teach the method and the code together, on your data, on your research question. You leave each session with working code you understand and can defend, not with something I wrote while you watched.
Areas I cover:
- Cross-sectional and panel data: fixed and random effects, clustering, dynamic panels
- Causal inference: difference-in-differences, instrumental variables, regression discontinuity, event studies, synthetic control
- Time series: ARIMA, VARs, cointegration, forecasting, structural breaks
- Discrete choice and demand estimation: logit, nested and mixed logit, BLP
- Data preparation: merging, cleaning, reshaping, handling missingness and outliers defensibly
- Interpretation and write-up: what your coefficients licence you to claim, and what they do not
- Robustness, replication and referee-proofing before submission
I also supervise complete dissertation projects from research question through to submission, and take on students preparing for a viva or resubmitting after corrections.
Sessions run online with screen sharing, so we work in your actual project files. Book a 15-minute call and send your research question, dataset and deadline in advance; I will tell you directly whether the project is feasible in the time you have.
IMPORTANT: To be clear before you get in touch: I teach analysis, I do not do it for you. I will not write your dissertation or run your regressions on your behalf — that is academic misconduct and it puts your degree at risk. What I will do is get you to the point where you understand and can defend every line of your own code and every number in your own results - i.e. you understand what choices to take in the empirical strategy and why.
Recommendations
Recommendations are written by the tutor's friends, family, and acquaintances.
Federico helped me so much with microeconomics and was truly amazing at explaining everything at a pace that worked for me. He was consistently patient and adapted his teaching strategies to my personal preferences. I would not have achieved the grades I did without his help and can only recommend him to anyone needing extra help with economics. Working on my dissertation with him was one of the best decisions - it made the entire process so much easier for me!
I had the privilege of working with Federico, an exceptional tutor who played a pivotal role in helping me write my master dissertation on AI and brand authenticity. His guidance and expertise were instrumental in achieving a very high grade for my dissertation.
Not only did Federico excel in academic support, but he also went above and beyond to assist me in my job search. His dedication to my success extended beyond the classroom, and I'm truly grateful for his support.
In addition to his professionalism, Federico is a genuinely lovely person to work with. I can’t recommend him enough. He is a true asset and has made a lasting positive impact on my journey.Federico is an exceptional economics tutor. His deep subject knowledge and patient teaching style make complex concepts understandable. He creates a comfortable learning environment, encourages questions, and provides real-world examples, fostering both comprehension and confidence. Federico's tutoring has been invaluable in my academic journey. Highly recommended!
Federico helped me for my Econometrics module in BSC Economics year 2 at university. He was extremely clear, patient and helpful in explaining all the concepts and theorems throughout the year. As someone who struggles with math and statistical coding, he was extremely helpful with both my weekly assignments and my dissertation at the end of the year. I’m very proud of the work that we put in and give all the credit to Federico - I couldn’t recommend him more as a tutor who clearly knows what he’s doing but also, in my experience, adapts to people’s strengths and weaknesses.
I know Federico having worked with him in a consulting firm. I can testify he is a great tutor since he trained me when I started my job in consulting. He helped me develop my skills with coding and data analysis. He has a very clear communication style and a fantastic attitude. In addition to being very knowledgeable and well-prepared
Federico tutored me for university-level Economics subjects, including Microeconomics, Macroeconomics, Econometrics and Research in Applied Economics. Federico is very knowledgeable and, most importantly, extremely pedagogical. He tailored his teaching approach to my specific needs, and he excels at conveying complex concepts in a clear and concise manner. During the academic year, I was struggling a lot with those subjects, but Federico helped me to understand the material from the foundations up, and thanks to him I got Firsts (>70% in UK uni, the highest honours) in all my Economics-related modules. I am very thankful and grateful for Federico's help and I cannot recommend him enough.
Federico is an exceptional tutor. His passion for teaching, personalised approach, and unwavering dedication to his students make him outstanding. Federico’s ability to simplify complex concepts and create a comfortable learning environment is commendable. His reliability, punctuality and open communication further highlights his trustworthiness. I definitely recommend Federico as a tutor!
Federico is an incredibly knowledgeable tutor. Having worked with him on a project concerning econometrics I can testify his professionality and punctuality but most importantly the ease with which he explains complex conxepts. Could not reccomend him more.
Federico is an excellent teacher, able to simplify complex matters into understandable and easy to follow explanations. His in depth knowledge and understanding of his subjects make him an incredibly valuable source for anyone studying with his assistance, and his approaches to learning stimulate his students to critical think and use his teachings to maximise their potential. I highly reccomend him as a tutor.
Simply the best - knowledgeable, trustworthy and overall an amazing person. Thank you, Federico, for everything you have done for me!
We met during my master’s degree. Federico is very knowledgeable and exceptionally qualified. He is also excellent at explaining complex concepts.
See more recommendations
Rates
Rate
- R2431
Package rates
- 5h: R12156
- 10h: R24313
free lesson
The free first lesson with Federico allows you to get to know the tutor and discuss your needs and expectations.
- 30min
online
- R2431/h
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