Please read the detailed description of the types of service, experience, case studies and rates at the official web-site:

www.stanfordphd.com

I help with ytics, projects, presentations, dissertations, tests, data ysis... Selected expertise: regression & classification, hypotheses testing, ANOVA / ANCOVA, panel data, biostatistical modeling, probability theory, Markov Chain Monte Carlo, stochastic processes, statistical packages: SPSS, SAS, R, Matlab, Stata, EViews, Minitab.

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KW: data mining / machine learning, signal processing, pattern recognition, neural network, projection pursuit, wavelet ysis, MART, MARS, CART, classification, random forest, ridge regression, lasso, nearest neighbor, discriminant ysis, cluster ysis, multiple linear regression, logistic regression, logit / probit transformation, linearization of non-linear regression, spline, kernel smoother, support vector machines, cross-validation, model selection, bootstrap, jacknife, factor ysis / principal components ( PCA ), Monte Carlo, variance reduction, antithetic / importance sampling, covariate, Markov Chain Monte Carlo, EM algorithm, Gibbs sampler, Metropolis - Hastings, Bayes rule, Bayesian Statistics, conjugate prior, posterior distribution, conditional expectation, multivariate distribution, path ysis, z-score, t-test, F-test, chi-square test, Wilcoxon test, weighted least squares ( WLS ), generalized least squares ( GLS ), heteroskedasticity, leverage, outlier diagnostics, robust estimation / hypotheses testing / confidence interval, shrinkage, variance transformation, propensity score matching, generalized linear model ( GLM ), ysis of variance ( ANOVA / MANOVA ), ysis of covariance ( ANCOVA / MANCOVA ), biostatistics, population genetics, survival ysis, Kaplan - Meier estimator, Cox model, longitudinal study, panel data, fixed effect, random effect, family-wise error rate, Bonferroni correction, negative binomial / geometric / Gamma distribution, Bernoulli trial, discrete probability; time series, instrumental variable, simultaneous equations, generalized method of moments ( GMM ), method of maximum likelihood, quasi likelihood, asymptotic efficiency, large sample properties, ARMA / ARIMA, ARCH / GARCH, ARDL, spectral theory, autocorrelation, Kalman filter and other filtering methods, forecasting, intervention ysis; martingale, point / counting / Poisson process, Brownian motion, Levy process, random field, interpolation / extrapolation, diffusion / jump-diffusion, semimartingale, stochastic volatility modeling, stochastic calculus, stochastic differential equation ( SDE ), Ito lemma, backward Kolmogorov equation, Feynman - Kac, stationary distribution, Markov chain, irreducibiliy, transient / absorbing / recurrent state, balance equation, transition, regime switching process, Hidden Markov Model ( HMM ), structural change; asset pricing, option pricing, risk-neutral measure, replicating strategy, market risk, Black - Scholes, term structure, interest rate products, foreign exchange ( FX / FOREX ), credit derivative, equity, commodities, basket option, exotic derivatives, swap, swaption, cap, caplet, extinguishing swap, cancellable swap, callable bond, convertible bond, barrier option, Asian / American option, knockout, double knockout, baseball option, futures contract, credit default swap ( CDS ), bespoke CDO, index tranche, first to default swap, mortgage, empirical prepayment models, copula framework, structural models, reduced form models, Moody's / S&P rating based methods, correlation smile, loss curve, Heath - Jarrow - Morton ( HJM ), Longstaff - Scwartz, Crank - Nicolson scheme, portfolio theory, financial economics, statistical arbitrage ( statarb ), reversion, momentum, cointegration, ey - Fuller, proprietary trading, Sharpe / CalMar ratio optimization, backtesting, drawdown, technical ysis, portfolio optimization and risk management, hedging, butterfly trading; SPSS, SAS, Matlab, R / S-PLUS, Stata, Microsoft Excel, EViews, Minitab - statistics help, biostatistics help, econometrics help, probability help, finance help - New York Metro area, Toronto, Montreal, Vancouver, Canada, London.

Location: Toronto