ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. ·...

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ECON 337901 FINANCIAL ECONOMICS Peter Ireland Boston College February 2, 2021 These lecture notes by Peter Ireland are licensed under a Creative Commons Attribution-NonCommerical-ShareAlike 4.0 International (CC BY-NC-SA 4.0) License. http://creativecommons.org/licenses/by-nc-sa/4.0/.

Transcript of ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. ·...

Page 1: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

ECON 337901

FINANCIAL ECONOMICS

Peter Ireland

Boston College

February 2, 2021

These lecture notes by Peter Ireland are licensed under a Creative Commons Attribution-NonCommerical-ShareAlike4.0 International (CC BY-NC-SA 4.0) License. http://creativecommons.org/licenses/by-nc-sa/4.0/.

Page 2: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Course Administration

Course webpage:

http://irelandp.com/econ3379.html

Notes/slides, handouts, problems sets and solutions, oldexams.

Page 3: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Course Administration

Book:

Jean-Pierre Danthine and John Donaldson, IntermediateFinancial Theory, Second (2005) or Third (2014) edition.

Recommended, but not required.

Third edition is freely available in electronic form via BClibraries.

Page 4: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Course Administration

Grading:

Homeworks: 1/3

Take-Home Midterm: 1/3

Take-Home Final: 1/3

Page 5: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Course Administration

Academic integrity:

https://www.bc.edu/content/bc-web/academics/

sites/university-catalog/policies-procedures.html

It’s fine to work with other students on the homeworks, butplease hand in our own answers for the purposes of grading.

Your work on the midterm and final should be yours and yoursalone.

Page 6: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

1 Mathematical and Economic Foundations

A Mathematical Preliminaries

1 Unconstrained Optimization2 Constrained Optimization

B Consumer Optimization

1 Graphical Analysis2 Algebraic Analysis3 The Time Dimension4 The Risk Dimension

Page 7: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Mathematical Preliminaries

Unconstrained Optimization

maxx

F (x)

Constrained Optimization

maxx

F (x) subject to c ≥ G (x)

Page 8: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

To find the value of x that solves

maxx

F (x)

you can:

1. Try out every possible value of x .

2. Use calculus.

Since search could take forever, let’s use calculus instead.

Page 9: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

Theorem If x∗ solves

maxx

F (x),

then x∗ is a critical point of F , that is,

F ′(x∗) = 0.

Page 10: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

F (x) maximized at x∗ = 5

Page 11: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

F ′(x) > 0 when x < 5. F (x) can be increased by increasing x .

Page 12: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

F ′(x) < 0 when x > 5. F (x) can be increased by decreasing x .

Page 13: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

F ′(x) = 0 when x = 5. F (x) is maximized.

Page 14: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

Theorem If x∗ solves

maxx

F (x),

then x∗ is a critical point of F , that is,

F ′(x∗) = 0.

Note that the same first-order necessary condition F ′(x∗) = 0also characterizes a value of x∗ that minimizes F (x).

Page 15: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

F ′(x) = 0 when x = 5. F (x) is minimized.

Page 16: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

F ′(x) = 0 and F ′′(x) < 0 when x = 5. F (x) is maximized.

Page 17: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

F ′(x) = 0 and F ′′(x) > 0 when x = 5. F (x) is minimized.

Page 18: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

Theorem If x∗ solves

maxx

F (x),

then x∗ is a critical point of F , that is,

F ′(x∗) = 0.

Page 19: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

Theorem If

F ′(x∗) = 0 and F ′′(x∗) < 0,

then x∗ solves

maxx

F (x)

(at least locally).

The first-order condition F ′(x∗) = 0 and the second-ordercondition F ′′(x∗) < 0 are sufficient conditions for the value ofx that (locally) maximizes F (x).

Page 20: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

F ′(x∗∗) = 0 and F ′′(x∗∗) < 0 at the local maximizer x∗∗ andF ′(x∗) = 0 and F ′′(x∗) < 0 at the global maximizer x∗.

Page 21: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

F ′(x∗∗) = 0 and F ′′(x∗∗) < 0 at the local maximizer x∗∗ andF ′(x∗) = 0 and F ′′(x∗) < 0 at the global maximizer x∗, butF ′′(x) > 0 in between x∗ and x∗∗.

Page 22: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

Theorem If

F ′(x∗) = 0

and

F ′′(x) < 0 for all x ∈ R,

then x∗ solves

maxx

F (x).

Page 23: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

F ′′(x) < 0 for all x ∈ R and F ′(5) = 0. F (x) is maximizedwhen x = 5.

Page 24: ECON 337901 FINANCIAL ECONOMICSirelandp.com/econ3379/slides/slides20210202.pdf · 2021. 2. 2. · Course Administration Book: Jean-Pierre Danthine and John Donaldson, Intermediate

Unconstrained Optimization

If F ′′(x) < 0 for all x ∈ R, then the function F is concave.

When F is concave, the first-order condition F ′(x∗) = 0 isboth necessary and sufficient for the value of x that maximizesF (x).

And, as we are about to see, concave functions arise frequentlyand naturally in economics and finance.