forked from lnsongxf/BufferStockTheory-2
-
Notifications
You must be signed in to change notification settings - Fork 0
/
BufferStockTheory-Slides.tex
executable file
·421 lines (305 loc) · 11.8 KB
/
BufferStockTheory-Slides.tex
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
% -*- 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}
\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
% Local Variables:
% TeX-master-file: t
% eval: (setq TeX-command-list (assq-delete-all (car (assoc "BibTeX" TeX-command-list)) TeX-command-list))
% eval: (setq TeX-command-list (assq-delete-all (car (assoc "Biber" TeX-command-list)) TeX-command-list))
% eval: (setq TeX-command-list (remove '("BibTeX" "%(bibtex) ./LaTeX/%s" TeX-run-BibTeX nil t :help "Run BibTeX") TeX-command-list))
% eval: (setq TeX-command-list (remove '("BibTeX" "bibtex ./LaTeX/%s" TeX-run-BibTeX nil (plain-tex-mode latex-mode doctex-mode ams-tex-mode texinfo-mode context-mode) :help "Run BibTeX") TeX-command-list))
% eval: (setq TeX-command-list (remove '("BibTeX" "bibtex ./LaTeX/%s" TeX-run-BibTeX nil t :help "Run BibTeX") TeX-command-list))
% eval: (add-to-list 'TeX-command-list '("BibTeX" "bibtex ./LaTeX/%s" TeX-run-BibTeX nil t :help "Run BibTeX") t)
% eval: (add-to-list 'TeX-command-list '("BibTeX" "bibtex ./LaTeX/%s" TeX-run-BibTeX nil (plain-tex-mode latex-mode doctex-mode ams-tex-mode texinfo-mode context-mode) :help "Run BibTeX") t)
% TeX-PDF-mode: t
% TeX-file-line-error: t
% TeX-debug-warnings: t
% eval: (setq LaTeX-command-style (("" "%(PDF)%(latex) %(file-line-error) %(extraopts) -output-directory=./LaTeX %S%(PDFout)")))
% TeX-source-correlate-mode: t
% TeX-parse-self: t
% TeX-parse-all-errors: t
% eval: (cond ((string-equal system-type "darwin") (progn (setq TeX-view-program-list '(("Skim" "/Applications/Skim.app/Contents/SharedSupport/displayline -b %n LaTeX/%o %b"))))))
% eval: (cond ((string-equal system-type "gnu/linux") (progn (setq TeX-view-program-list '(("Evince" "evince --page-index=%(outpage) LaTeX/%o"))))))
% eval: (cond ((string-equal system-type "gnu/linux") (progn (setq TeX-view-program-selection '((output-pdf "Evince"))))))