1st lesson free
Mattia's profile, qualifications and contact details have been verified by our experts
Mattia
- Rate S$75
- Response 1h
-
Students50+
Number of students accompanied by Mattia since their arrival at Superprof
Number of students accompanied by Mattia since their arrival at Superprof
S$75/h
Contact
1st lesson free
- Algorithms
Algorithmic Trading - Model Design and Backtesting using various statistical & IT softwares
- Algorithms
Lesson location
Super tutor
Mattia is one of our best Algorithms tutors. High-quality profile, verified qualifications, a quick response time, and great reviews from students!
About Mattia
echnical Skills (1) Econometrics: Multivariate Regression, Discrete variable models (ie Logit), Time series models (ie AR / MA, ARCH / GARCH), Vector AutoRegressive model (VAR), Cointegration (Engle -Granger, VECM), Long-memory process (Fractional Integration), Regime switching models (Hamilton Filter), Kalman Filter, Unbserved Components ARIMA model, Beveridge-Nelson decomposition (Hansen's approach), Copula methods, Metropolis-Hastings algorithm, Black- Litterman model (Meucci's approach), Hierarchical Risk Parity 2) Quantitative Trading (Mid-High Frequency Trading): Stat Arb & Pairs Trading models, Order Imbalance & Order Replenishment effects on intraday returns, Optimal Setup of Entry-Exit Trading Triggers for Quant Trading Strategies, Stat Arb Bertram Model, Data Sampling Rules for Non-Spaced Data, Bid-Ask Bounce Bias & Sahalia Method for Microstructure Noise Estimation & Test, Hayas hi-Yoshida Lead-Lag Index, D'Aspremont Method for Revolution Portfolios, Market Fragmentation in Financial Markets, High-Low Prices & Pivot Points Trading Rules, Trend Following Strategy, Avellaneda-Stoikov Model for Optimal Trading Execution 3) Risk Management: P & L production & analysis for energy trading, VaR & Profit at Risk for energy trading, Merton approach for Credit VaR with / without credit rating migrations, EVT & Copula-based VaR, Stress Test models, Structured Credit Models for Regulatory Risk-Transfer, Additional Value Adjustments for Balance Sheet, Risk Aggregation, Model Risk, Interpolation Methods for multi-year PD Term Structure, Methods for Semidefinite-Positive Correction Matrix Adjustment 4) Financial Mathematics: Longstaff-Schwartz, HJM model (Glasserman's scheme), Greeks with Finite Difference Method, CPPI Products & Cushion Multiplier Setup 5) Machine Learning: Support Vector Machine, Decision Tree, Principal Component Analysis & Regression, XGBoost, Random Forest
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About the lesson
levels :
All levels
- English
All languages in which the lesson is available :
English
MSC in Engineering with top marks and research assistant of Econometrics for Italian top University. Business Expert in Risk Management. Academic Research in Quantitative Finance and Algorithmic Trading. Common disciplines covered: Econometrics (with applications in R, Stata, SPSS, Eviews, Gretl), Statistics, Financial Mathematics, Quantitative Support for Master's Degree Thesis (Risk Management, Mathematics, Computer Science) assignments, exams, presentations, advanced research, dissertations, big programming projects and general skill enhancement. Proficient in all major statistical packages: R, SPSS, Stata, Matlab, EViews, Gretl. Average price is 30 GBP / hour, even if the hourly cost can vary according to topic and project complexity Coverage university courses all around Europe: Italy, United Kingdom, France, Germany, Spain, Portugal, ... Average hourly cost can change according to project complexity
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Recommendations
Recommendations come from relatives, friends and acquaintances of the tutor
4
Never seen a teacher like this! I solved all my issues in few hours, obtaining a high grade
Insegnante straordinario, riesce a rendere semplice anche le cose più difficili!
Impressive, with a perfect English! Top teacher in econometrics, data analysis and statistics. I had a problem with R & RStudio, he solved the issue in 2 hours! Incredible!!!
Top Teacher in econometrics. No one like him!
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Rates
Rate
- S$75
Pack rates
- 5h: S$376
- 10h: S$752
online
- S$75/h
free lessons
This first lesson is free to allow you to get to know your teacher so that they can best meet your needs.
- 1hr
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