Calculus · Course 03

Readings

Single- and multivariable calculus with rigorous foundations, optimization and dynamics for economics and statistics.

Readings are listed by session. Core textbooks for the whole course are listed at the end.

Lecture 1: Limits, Continuity, and the Logic of Analysis

Apostol, Calculus, Vol. 1; Spivak, Calculus; Rudin, Principles of Mathematical Analysis.

Lecture 2: Sequences, Convergence, and Infinite Series

Apostol, Calculus, Vol. 1; Spivak, Calculus; Rudin, Principles of Mathematical Analysis.

Lecture 3: Differentiation, Mean Value Theorems, and Comparative Rates

Apostol, Calculus, Vol. 1; Chiang and Wainwright, Fundamental Methods of Mathematical Economics; Simon and Blume, Mathematics for Economists.

Lecture 4: Taylor Approximation, Convexity, and Single-Variable Optimization

Apostol, Calculus, Vol. 1; Chiang and Wainwright, Fundamental Methods of Mathematical Economics; Simon and Blume, Mathematics for Economists.

Lecture 5: Integration, Riemann Sums, and the Fundamental Theorem

Apostol, Calculus, Vol. 1; Spivak, Calculus; Chiang and Wainwright, Fundamental Methods of Mathematical Economics.

Lecture 6: Multivariable Functions, Limits, and Continuity

Apostol, Calculus, Vol. 2; Simon and Blume, Mathematics for Economists; Chiang and Wainwright, Fundamental Methods of Mathematical Economics.

Lecture 7: Partial Derivatives, Total Differentials, and the Chain Rule

Apostol, Calculus, Vol. 2; Simon and Blume, Mathematics for Economists; Chiang and Wainwright, Fundamental Methods of Mathematical Economics.

Lecture 8: Hessians and Unconstrained Multivariable Optimization

Simon and Blume, Mathematics for Economists; Sundaram, A First Course in Optimization Theory; Apostol, Calculus, Vol. 2.

Lecture 9: Equality Constraints and Lagrange Multipliers

Sundaram, A First Course in Optimization Theory; Chiang and Wainwright, Fundamental Methods of Mathematical Economics; Simon and Blume, Mathematics for Economists.

Lecture 10: Inequality Constraints and Karush–Kuhn–Tucker Conditions

Sundaram, A First Course in Optimization Theory; Nocedal and Wright, Numerical Optimization; Chiang and Wainwright, Fundamental Methods of Mathematical Economics.

Lecture 11: Implicit and Inverse Function Theorems

Simon and Blume, Mathematics for Economists; Chiang and Wainwright, Fundamental Methods of Mathematical Economics; Apostol, Calculus, Vol. 2.

Lecture 12: Multiple Integrals, Change of Variables, and Probability

Apostol, Calculus, Vol. 2; Casella and Berger, Statistical Inference; Simon and Blume, Mathematics for Economists.

Lecture 13: Differential Equations and Continuous-Time Dynamics

Boyce, DiPrima, and Meade, Elementary Differential Equations; Chiang and Wainwright, Fundamental Methods of Mathematical Economics; Strogatz, Nonlinear Dynamics and Chaos.

Lecture 14: Difference Equations and Discrete-Time Dynamics

Chiang and Wainwright, Fundamental Methods of Mathematical Economics; Simon and Blume, Mathematics for Economists; Strogatz, Nonlinear Dynamics and Chaos.

Core textbooks

  • Apostol, Calculus, Volumes 1 and 2.
  • Spivak, Calculus.
  • Simon and Blume, Mathematics for Economists.
  • Chiang and Wainwright, Fundamental Methods of Mathematical Economics.
  • Rudin, Principles of Mathematical Analysis (selected advanced topics).