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Remove moderation_pdf_tex sources and update appendices
Deleted the moderation_pdf_tex directory and its source files, updated references and LaTeX style files, and improved bibliographic entries with DOIs and page numbers. Also updated appendix_letters to remove the abstract, add the LaTeX appendix command, and made corresponding changes in the TeX source and bibliography.
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content/paper/appendix_letters.md

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title: Appendix to "The Method of Moderation"
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bibliography:
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- references.bib
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abstract: |
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This appendix provides detailed mathematical derivations and technical results supporting the Method of Moderation. Topics include: value function transformations and their relationship to the inverse value function; explicit formulas for minimal and maximal marginal propensities to consume; cusp point calculations for tighter upper bounds; Hermite interpolation slope formulas and MPC derivations; patience conditions ensuring well-defined solutions; and extensions to stochastic returns with explicit formulas for portfolio problems.
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keywords:
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- Dynamic Stochastic Optimization
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- Numerical Methods
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parts:
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jel_codes: C63; D81; E21
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abstract: ""
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exports:
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- format: tex+pdf
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template: arxiv_two_column
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output: appendix_letters.pdf
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---
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```{raw} latex
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\appendix
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```
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# Appendix: Mathematical Details
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## Patience Conditions Details

content/paper/appendix_letters.pdf

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content/paper/appendix_letters_pdf_tex/appendix_letters.tex

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\maketitle
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\begin{abstract}
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This appendix provides detailed mathematical derivations and technical results supporting the Method of Moderation. Topics include: value function transformations and their relationship to the inverse value function; explicit formulas for minimal and maximal marginal propensities to consume; cusp point calculations for tighter upper bounds; Hermite interpolation slope formulas and MPC derivations; patience conditions ensuring well-defined solutions; and extensions to stochastic returns with explicit formulas for portfolio problems.\\
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\end{abstract}
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\keywords{Dynamic Stochastic Optimization, Numerical Methods}
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%%%%%%%%%%%%%%% Main text %%%%%%%%%%%%%%%
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\appendix
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\section{Appendix: Mathematical Details}
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\subsection{Patience Conditions Details}

content/paper/appendix_letters_pdf_tex/main.bib

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@techreport{Carroll2001MPCBound,
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author = {Carroll, Christopher D.},
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doi = {10.3386/w8233},
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year = {2001},
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number = {8233},
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institution = {NBER},
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@book{deBoor2001,
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author = {de Boor, Carl},
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doi = {10.1007/978-1-4612-6333-3},
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edition = {Revised},
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year = {2001},
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publisher = {Springer},
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title = {Quadrature-{Based} {Methods} for {Obtaining} {Approximate} {Solutions} to {Nonlinear} {Asset} {Pricing} {Models}},
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volume = {59},
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}
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content/paper/moderation_letters_pdf_tex/main.bib

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@article{carrollEGM,
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author = {Carroll, Christopher D},
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journal = {Economics Letters},
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doi = {10.1016/j.econlet.2005.09.013},
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number = {3},
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year = {2006},
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pages = {312--320},
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@article{StachurskiToda2019JET,
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author = {Stachurski, John and Toda, Alexis Akira},
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journal = {Journal of Economic Theory},
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doi = {10.1016/j.jet.2019.04.003},
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year = {2019},
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note = {Provides an explicit linear lower bound on consumption; Corrigendum 2020},
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pages = {1--24},
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title = {An {Impossibility} {Theorem} for {Wealth} in {Heterogeneous}-{Agent} {Models}},
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volume = {182},
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}
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@techreport{Carroll2001MPCBound,
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author = {Carroll, Christopher D.},
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doi = {10.3386/w8233},
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year = {2001},
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number = {8233},
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institution = {NBER},
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@article{Muth1960,
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author = {Muth, John F.},
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journal = {Journal of the American Statistical Association},
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doi = {10.1080/01621459.1960.10482064},
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number = {290},
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year = {1960},
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pages = {299--306},
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@article{MilgromSegal2002,
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author = {Milgrom, Paul and Segal, Ilya},
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journal = {Econometrica},
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doi = {10.1111/1468-0262.00296},
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number = {2},
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year = {2002},
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pages = {583--601},
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@article{Samuelson1969,
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author = {Samuelson, Paul A.},
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journal = {Review of Economics and Statistics},
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doi = {10.2307/1926559},
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number = {3},
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year = {1969},
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pages = {239--246},
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@article{Merton1969,
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author = {Merton, Robert C.},
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journal = {Review of Economics and Statistics},
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doi = {10.2307/1926560},
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number = {3},
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year = {1969},
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pages = {247--257},
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@article{Merton1971,
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author = {Merton, Robert C.},
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journal = {Journal of Economic Theory},
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doi = {10.1016/0022-0531(71)90038-X},
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number = {4},
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year = {1971},
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pages = {373--413},
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title = {Skewed {Wealth} {Distributions}: Theory and {Empirics}},
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volume = {56},
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}
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