Gauss elimination, dimension theory, determinants, characteristic polynomials, the Cayley-Hamilton theorem, invariant subspaces and invariant direct sums, minimal polynomials, diagonalizability, rational canonical form, Jordan canonical form.
Noether isomorphism theorems, symmetric and alternating groups, solvable groups, Jordan-Hoelder theorem, Sylow theorems, modules over a PID, algebraic and transcendental field extensions, cyclotomic and Kummer extensions, classification of finite fields, Galois group of a polynomial, fundamental theorem of Galois theory, solvability by radicals.
Algebra, by Hungerford.
Algebra, by Lang.
Advanced Modern Algebra, by Rotman.
Modern Algebra, by van der Waerden.
This material in Steinberger is in chapters 2-5, 7, 8, 10 and 11.
Complex numbers, power series, analytic functions, Cauchy-Riemann equations, Poisson kernel, harmonic functions, Cauchy's theorem, Liouville's theorem, zeros of analytic functions, Laurent series and isolated singularities, the residue theorem, the argument principle, Rouche's theorem, Schwarz lemma, Montel's theorem
- Complex Analysis, L.V. Ahlfors, McGraw-Hill, 1966.
- Functions of one complex variable, J.B. Conway, Springer, 1973.
Axioms on real numbers, topology of real numbers, \sigma- algebra and Lesbesgue measure, Lesbegue measurable functions,
Egoroff's theorem, Lusin's theorem, Lebesgue integration, functions of
bounded variation, L^p space, product measure and the Fubini/Tonelli theorems.
- The Elements of Integration, R.G. Bartle, John Wiley & Sons 1966.
- Real Analysis, H.C. Royden, MacMillan, third ed., 1988.
Metric spaces, topological spaces, subspaces, products, quotients, continuous functions. Connectedness, path connectedness, local connectedness, compactness, local compactness, Tychonoff Theorem.
Countability axioms, Urysohn's Lemma, Urysohn's metrization theorem, Tietze's extension theorem.
Homotopies, fundamental groups, covering spaces, and applications.
The standard text used in recent years is Munkres: Topology, 2nd edition (Prentice-Hall). The topics are covered in chapters 1-4, 5.1, and chapters 7,9.
Probability spaces and axioms, conditional probability and independence, random variables and vectors, expectation, generating functions, convergence, limit theorems, distribution theory (e.g., relationships among binomial, normal, bivariate normal, chi-square, gamma, beta, t, F, etc.), order statistics, sufficient statistics, consistency, expontial families, method of moments, maximum likelihood estimation, minimum variance unbiased estimation, information inequality, confidence intervals, hypothesis testing, Neyman-Pearson lemma, optimality properties of tests, likelihood ratio tests, Cochran's theorem, basic Bayesian methods.
- Bickel, P.J. and Doksum, K.A.: Mathematical Statistics (1977): Chapters 1-6 and Appendix.
- Rao, C.R.: Linear Statistical Inference and Its Applications (1973), 2nd ed.: Chapters 2, 3, 5, and sections 6a, 6b, 6e-g, 7a, 7b, 8a.
- Dudewicz, E.J. and Mishra, S.N.: Modern Mathematical Statistics (1988), Chapters 2-10.