EducationPhD in Statistics, STANFORD UNIVERSITY,
PhD Minor in Finance, Stanford Business School
RATE: from $60 / hour
ExperienceI tutor in Applied Statistics, Theoretical Statistics, Biostatistics, Probability, Econometrics and Finance.
I have taught more than 10 undergraduate, master's level and PhD level courses at Stanford over a period of 5 years. Have consulted researchers in the fields of Medicine, Biology, Finance, Marketing, Psychology, Sociology, Education and Engineering at Stanford for 2 years. Have done the same in other parts of the U.S. for 7 years. Worked in industry for 10 years, focusing on projects pertaining to data mining, cluster analysis, factor analysis, Bayesian statistics, time series analysis, stochastic volatility modeling / derivative pricing, statistical arbitrage / development of proprietary trading strategies, and so on.
I help with projects, exams, homeworks, presentations, experimental design, dissertation defense, systems development and general understanding of the material.
Typically, I meet in Manhattan or consult via S k y p e (allows videoconferencing & screen sharing), e-mail and phone if the clients are far from New York. In addition to that, I do complete projects for my clients, which may or may not require a meeting. Selected areas of expertise:
_____ hypotheses testing,
_____ robust statistics,
_____ linear regression,
_____ generalized linear models,
_____ panel data,
_____ ANOVA / ANCOVA / MANOVA,
_____ non-parametric tests,
_____ Monte Carlo simulation,
_____ Bayesian statistics,
_____ factor analysis / principal components,
_____ structural equation modeling,
_____ discriminant analysis,
_____ biostatistics / bioinformatics,
_____ statistics in psychology,
_____ missing data imputation,
_____ spatial statistics,
_____ machine learning / data mining,
_____ time series,
_____ stochastic processes ( Markov chain, Poisson process )
_____ stochastic calculus,
_____ derivative pricing ( option, swap, knockout, CDS, CDO ),
_____ portfolio optimization & risk management,
_____ statistical arbitrage,
_____ financial economics,
_____ numerical methods,
_____ Matlab, R, Stata, SPSS, SAS, JMP, Minitab, EViews, Excel.
The base rate corresponds to "mainstream" projects. Advanced material is likely to cost more. These are the
_______ RULES: 1] If you need a consultation on the hourly basis, then send me a tentative list of topics or a syllabus. I will then give you the hourly rate. Typically, a consulting session lasts at least 2 hours.
2] If you need me to do a project for you, send me a 2-3 paragraph description. If the project requires empirical analysis, send me a sample of the data, so that I could see the format. I will then give you a flat price for producing a detailed solution, including conclusions as a Word doc.
3] If we meet, you can pay in cash, by check or via PayPal. If we do not have to meet, you are to pay via PayPal before any work is done. Under special circumstances, checks and bank transfers are acceptable.
KD: statistics tutor New York, statistics, computational statistics New York, applied statistics New York, EM algorithm, Bayes, Bayesian, ridge, lasso, nearest neighbor, cluster, factor, analysis, logistic, logit, probit, spline, kernel, data mining, signal processing, pattern recognition, support vector machines (SVM), neural network, projection pursuit, wavelet, instrumental, method of moments, likelihood, conditional, quasi, canonical correlation analysis, structural equation modeling (SEM), Hidden Markov Model ( HMM ), ARMA, ARCH, GARCH, stationary process, Markov chain, spectral, autocorrelation, Kalman filter, filtering, forecast; probability and statistics teacher; path analysis, structural equation modeling, z-score, t-test, F-test, chi-square, Wilcoxon, analysis of variance (ANOVA), analysis of covariance (ANCOVA), weighted, leverage, outlier, diagnostic, survival, shrinkage, family-wise error rate, Monte Carlo, robust, variance, large sample, bootstrap, generalized linear model (GLM), longitudinal study, panel data, mixed effect, random effect, negative binomial, discrete, joint, distribution; college statistics tutor; diffusion, SDE, volatility, martingale, point, counting, Poisson, Brownian, Levy, Feynman-Kac, option pricing, risk-neutral, derivative, heteroskedasticity, bioinformatics, population genetics, GWAS, replicating, market, Black-Scholes, term structure, FX, FOREX, credit, equity, portfolio, proprietary strategy, statistical arbitrage (statarb), Sharpe ratio, CalMar, technical, biometry; statistics, statistics tutor, statistical software package, biostatistics tutor, statistics in finance tutor, marketing statistics tutor, statistical consulting, statistics consultant, probability tutor New York, teaching, tutor, tutoring, mathematics, math, stats, quantitative finance tutor, financial engineering tutor; actuarial science, insurance model, optimization, linear programming; New York Metro Area, Manhattan, Brooklyn, Queens, New Jersey, Connecticut, Long Island
HobbiesSports, music, night life
Client Reviews (1)
Sergey has worked on a big machine learning project for me. He has managed a turn-around of one week. The solution contains three different classification methods, diagnostics and robustness checks. The R code is decorated with a fair number of comments. So I could follow what was going on, more or less.
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The tutor will respond if they are available/interested.