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BufferStockTheory-Slides.tex
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% -*- mode: LaTeX; TeX-PDF-mode: t; -*-
\input{./econtexRoot}\input{\ResourcesDir/owner}
\documentclass[pdflatex]{beamer}
\usepackage{ifthen}
\newboolean{Web}\setboolean{Web}{false}
\providecommand{\texname}{BufferStockTheory-Slides}%
% Can't read in BufferStockTheory.sty because some packages conflict with Beamer
% So need to redefine everything here
\usepackage{\econark}
\usepackage{\econtexShortcuts}
\usepackage{\LaTeXInputs/\texname}
\setboolean{showPageHead}{false}
\usepackage{natbib,amsmath,amssymb,rotating,subfigure}
\usepackage{verbatim,moreverb,graphicx}
\usepackage{wasysym}
\usepackage{dcolumn}
\usepackage{cancel}
%\renewcommand{\LtxDir\EqDir}{\econtexRoot/Equations}
\providecommand{\FigsRaw}{\econtexRoot/Code/Python/Figures}
\providecommand{\CodeDir}{\econtexRoot/Code}
\providecommand{\CalibrationDir}{\econtexRoot/Calibration}
\providecommand{\TableDir}{\econtexRoot/Tables}
\providecommand{\ApndxDir}{\econtexRoot/Appendices}
\providecommand{\Ex}{\mathbb{E}}
%\usepackage{natbib}\newcommand*{\newblock}{}
\mode<presentation>
{
\usetheme{Warsaw}
% or ...
\setbeamercovered{transparent}
}
%\beamerdefaultoverlayspecification{<+->}
%\setbeamertemplate{navigation symbols}{} % Take away navigation symbols
\usetheme{Warsaw}
\setbeamersize{text margin left=3mm}
\setbeamersize{text margin right=3mm}
%_____________ Opening slide _______________________
\title[Buffer Stock Theory]{Theoretical Foundations of Buffer Stock Saving}
\author[Carroll]{Chris Carroll}
\institute[JHU]{Johns Hopkins University}
\date[\today]{September 12, 2019 \\ \medskip \medskip \medskip \href{https://econ-ark.org/}{\small Powered By} \\ \includegraphics[width=0.5in]{\econtexRoot/Resources/econ-ark-logo-small.png}}
\begin{document}\bibliographystyle{\econtexBibStyle}
\begin{frame}[plain]
\titlepage
\end{frame}
%_____________ 1st section ____________
\section{Introduction}
\subsection{Motivation}
\begin{frame}
\frametitle{Drawbacks of Numerical Solutions}
\pause A Black Box \pause
\begin{itemize}
\item Can Construct Solution to Model Without Really Understanding It
\item Hard Even To Be Sure Your Numerical Solution Is {\it Right}
\item Little Intuition for How Results Might Change With
\begin{itemize}
\item Calibration
\item Structure
\end{itemize}
\item {\it Very} Hard To Teach!
\end{itemize}
\medskip\medskip
\pause I Am A {\it Big} Fan Of Numerical Methods
\begin{itemize}
\item Have Done A Good Deal Of Work With Them Myself
\item But As A Result, Have Felt All These Drawbacks Keenly
\end{itemize}
\end{frame}
\begin{frame}
\frametitle{The Gap This Paper Fills}
\pause Foundations For Microeconomic Household's Problem With
\begin{itemize}
\item Uncertain Labor Income
\item No Liquidity Constraints
\item CRRA Utility
\item (Problem with Liquidity Constraints Is A Limiting Case)
\end{itemize}
\end{frame}
\begin{frame}{Key Result}
\pause
Restrictions On Parameter Values Such That \pause
\begin{itemize}
\item Problem Defines A Contraction Mapping
\begin{itemize}
\item $\Rightarrow~~\exists $ A Unique Consumption Function $\cFunc(\mNrm)$
\end{itemize}
\item There Is A `Target' Ratio Of Assets to Permanent Income
\begin{itemize}
\item Requires A Key `Impatience' Condition To Hold
\item Good News
\begin{itemize} \item Condition Is Weaker (Easier To Satisfy) Than Previous Papers Imposed \end{itemize}
\end{itemize}
\end{itemize}
\end{frame}
\section{The Problem}
\end{document}\endinput
\begin{frame}
Limit as horizon $T$ goes to infinity of
\input{\econtexRoot/\EqDir/supfn}
\input{\econtexRoot/\EqDir/DBCparts}
\input{\econtexRoot/\EqDir/TranShkDef}
\begin{itemize}
\item $\util(\bullet)=\bullet^{1-\CRRA}/(1-\CRRA)$; $\Ex_{t}[\PermShk_{t+n}]=\Ex_{t}[\TranShk_{t+n}]=1~\forall~n>0$; $\beta < 1, \CRRA > 1$
\end{itemize}
\end{frame}
\begin{frame}
\frametitle{Surely This Problem Has Been Solved?}
\pause No.
\begin{itemize}
\item Can't Use Stokey et.\ al.\ theorems because CRRA utility
\item Lit thru \cite{mnUnique} Can't Handle Permanent Shocks
\item Must Use Boyd's `Weighted' Contraction Mapping Theorem
\item Surprisingly Subtle
\end{itemize}
\pause Fortunately, the Conclusions Are Simple!
\end{frame}
\subsection{The Perfect Foresight Problem}
\begin{frame}
\frametitle{Benchmark: Perfect Foresight Model}
Definitions: \smallskip
\begin{tabular}{llcl}
Absolute Patience Factor & $\APFac$ & = & $(\Rfree \Discount)^{1/\CRRA}$
\\ Return Patience Factor & $\RPFac$ & = & $\APFac/\Rfree$
\\ Perfect Foresight Growth Patience Factor & $\GPFacRaw$ & = & $\APFac/\PermGroFac$
\end{tabular}
\medskip
\begin{tabular}{l|lcl|l} \hline
Name & \multicolumn{3}{c|}{Condition} & Implication
\\ \hline ($\AIC$) Absolute Impatience Condition & $\APFac$ & $<$ & 1 & $\cLvl$ $\downarrow$ over time
\\ ($\RIC$) Return Impatience Condition & $\RPFac$ & $<$ & 1 & $\cLvl/\aLvl$ $\downarrow$ over time
\\ ($\GICRaw$) Growth Impatience Condition & $\GPFacRaw$ & $<$ & 1 & $\cLvl/\PermLvl$ $\downarrow$ over time
\end{tabular}
\medskip
\end{frame}
\begin{frame}
\frametitle{When Does A Useful Limiting Solution Exist?}
Finite Human Wealth ($\FHWC$) condition:
\begin{eqnarray}
\PermGroFac & < & \Rfree
\end{eqnarray}
\pause\medskip
Return Impatience Condition:
\begin{eqnarray}
\RPFac & < & \Rfree
\end{eqnarray}
\end{frame}
\begin{frame}
\frametitle{What If There Are Liquidity Constraints?}
\pause
\begin{itemize}
\item \FHWC~is {\it not} necessary for solution to exist
\item Other Key Condition For Useful Solution is
`Perfect Foresight Finite Value of Autarky Condition (\PFFVAC)':
\begin{eqnarray}
\beta \PermGroFac^{1-\CRRA} & < & 1
\end{eqnarray}
\item Without \RIC, Constraints Are Irrelevant
\begin{itemize}
\item Because Wealth Always Wants To Rise, So Constraint Never Binds
\end{itemize}
\end{itemize}
\end{frame}
\begin{frame}
\frametitle{Liquidity Constraints and Uncertainty}
\begin{itemize}
\item Introduce permanent shocks to income
\item Finite Value of Autarky Condition Becomes
\input \EqDir/FVAC
\end{itemize}
\end{frame}
\subsection{The Real Problem}
\begin{frame}
\frametitle{Contraction Mapping Requirements}
Finite Value of Autarky Condition: Same As In Liq Constr Problem!
\input{\econtexRoot/\EqDir/FVAC}
`Weak Return Impatience Condition' ($\WRIC$)
\begin{eqnarray}
0 \leq & \pZero^{1/\CRRA} \RPFac & < 1 \label{eq:WRIC}
\end{eqnarray}
\end{frame}
\begin{frame}
\frametitle{Requirement For Existence Of A Target}
Definitions: `Uncertainty-Adjusted' Growth:
\input{\econtexRoot/\EqDir/PermGroFacAdj}
Adjusted Growth Patience Factor:
\input{\econtexRoot/\EqDir/GPFacNrm}
Growth Impatience Condition:
\input{\econtexRoot/\EqDir/GICMod}
Why? Because it can be shown that
\begin{eqnarray}
\lim_{\mNrm_{t} \rightarrow \infty} \Ex_{t}\left[\frac{\mNrm_{t+1}}{\mNrm_{t}}\right] & = & \GPFacNrm \label{eq:mGrowth}
\end{eqnarray}
\end{frame}
\section{Features Of the Solution}
\subsection{Five Propositions}
\begin{frame}
\frametitle{Five Propositions}
\begin{enumerate}
\item $\lim_{\mNrm_{t} \rightarrow \infty} \Ex_{t}[\cLvl_{t+1}/\cLvl_{t}] = \APFac$
\item $\lim_{\mNrm_{t} \rightarrow 0} \Ex_{t}[\cLvl_{t+1}/\cLvl_{t}] = \infty$
\item $\exists$ a unique target value of $\mNrm$, called $\check{\mNrm}$
\item $\Ex_{t}[\cLvl_{t+1}/\cLvl_{t} | \mNrm_{t} = \check{m}] = \PermGroFac - \epsilon$
\item $\left(\frac{d \Ex_{t}[\cLvl_{t+1}/\cLvl_{t}]}{d \mNrm_{t}}\right) < 0$
\end{enumerate}
\end{frame}
\subsection{The Target Saving Figure}
\begin{frame}
\frametitle{The Target Saving Figure}
\centerline{\includegraphics[width=4in]{\FigDir/cNrmTargetFig.pdf}}
\end{frame}
\subsection{Bounds On The Consumption Function}
\begin{frame}
\frametitle{Bounds On the Consumption Function}
\centerline{\includegraphics[width=4in]{\FigDir/cFuncBounds.pdf}}
\end{frame}
\begin{frame}
\frametitle{The Marginal Propensity to Consume}
\centerline{\includegraphics[width=4in]{\FigDir/MPCLimits.pdf}}
\end{frame}
\subsection{The Consumption Function and Target Wealth}
\begin{frame}
\frametitle{The Consumption Function and Target Wealth}
\centerline{\includegraphics[width=4in]{\FigDir/cNrmTargetFig.pdf}}
\end{frame}
\section{A Small Open Buffer Stock Economy}
\subsection{The Invariant Distribution}
\begin{frame}
\frametitle{Convergence To The Invariant Distribution}
\cite{szeidlInvariant} Proves Existence of an Invariant Distribution of
$\mNrm, \cNrm, \aNrm,$ etc.
\centerline{\includegraphics[height=2.5in]{\FigDir/SimCDFsConverge.pdf}}
\end{frame}
\subsection{Balanced Growth Equilbrium}
\begin{frame}
\frametitle{Balanced Growth Equilibrium}
Achieved When Cross Section Distribution Reaches Invariance
\begin{eqnarray}
\YLvl_{t+1}/\YLvl_{t} = \CLvl_{t+1}/\CLvl_{t} & = & \PermGroFac
\end{eqnarray}
Fisherian Separation Fails, Even Without Liquidity Constraints!
\medskip\medskip
\pause Insight:
\begin{itemize}
\item Precautionary Saving $\approx$ Liquidity Constraints
\item If $\cnstr{\cFunc}(\mNrm)$ is solution for constrained consumer,
\end{itemize}
\pause
\begin{equation}
\lim_{ \wp \downarrow 0} \cFunc(\mNrm;\wp) = \cnstr{\cFunc}(\mNrm)
\end{equation}
\end{frame}
\begin{frame}
\frametitle{The MPC Out Of Permanent Shocks}
\url{https://www.econ2.jhu.edu/people/ccarroll/papers/MPCPerm.pdf}
\medskip
Lots of Recent Papers Trying to Measure the MPCP
\medskip
Paper Proves:
\begin{itemize}
\item MPCP $< 1$
\item But not a lot less:
\begin{itemize}
\item 0.75 to 0.95 (annual rate) for wide range of parameter values
\end{itemize}
\end{itemize}
\end{frame}
\section{Conclusions}
\begin{frame}
\begin{itemize}
\item Defined Conditions Under Which Widely Used Problem Has Solution
\begin{itemize}
\item Finite Value of Autarky Condition Guarantees Contraction (with $\WRIC$)
\item Growth Impatience Condition Prevents $m \rightarrow \infty$
\end{itemize}
\item Economy Of Buffer Stock Consumers Exhibits Balanced Growth
\begin{itemize}
\item Even In Absence of General Equilibrium Adj of Interest Rate
\end{itemize}
\end{itemize}
\end{frame}
\def\newblock{\hskip .11em plus .33em minus .07em}
\begin{frame}
\renewcommand{\bibsection}{\subsubsection*{\bibname }}
\tiny
\pagebreak\input{\LaTeXInputs/bibliography_blend}
\end{frame}
\end{document}\endinput
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