Biologist / Data Scientist / Mathematician / Quantum Chemist
Mathematics & Statistics Tutoring
From basic calculus to advanced multivariate statistics and stochastic processes.
Service Description
Holding a Master’s in Mathematics and years of academic and applied teaching, I work with undergraduates through PhD candidates in pure math, applied math, and statistics. My approach demystifies abstract concepts and links theory to real-world applications. Undergraduate & Core Topics: - Algebra to Calculus III: limits, derivatives, integrals, multivariable calculus - Linear Algebra & Matrix Theory: eigenvalues, diagonalization, vector spaces - Ordinary & Partial Differential Equations: Laplace transforms, Fourier analysis - Discrete Math: combinatorics, graph theory, recursion - Intro Statistics: probability, distributions, hypothesis testing, ANOVA Graduate & Research Support: - Mathematical Statistics: MLE, sufficiency, Rao-Blackwell, likelihood theory - Multivariate Analysis: PCA, MANOVA, canonical correlation - Stochastic Processes: Markov chains, Poisson processes, Brownian motion - Bayesian Inference: priors/posteriors, conjugate families, MCMC - Survival Analysis: Kaplan-Meier, Cox models, parametric and non-parametric forms - Advanced Topics: random matrix theory, measure theory, topology (on request) - Thesis Help: model validation, simulation design, LaTeX formatting Whether you’re developing a dissertation in mathematical modeling or trying to pass an actuarial/statistics exam, I offer rigorous and adaptive support.
Cancellation Policy
Please contact at least 24 hours beforehand. Syllabus of the course is to be presented up front.
Contact Details
Eastern Michigan University, Oakwood Street, Ypsilanti, MI, USA
johnathan.napier@icloud.com