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    <url>
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            <image:caption>DCEGM Upper Envelope</image:caption>
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        <loc>https://econ-ark.org/materials/incexpectationexample/</loc>
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        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/kinkedrconsumertype/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Kinkedrconsumertype</image:title>
            <image:caption>KinkedRconsumerType Documentation</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/krusellsmith/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Income and Wealth Heterogeneity in the Macroeconomy</image:title>
            <image:caption>Income and wealth heterogeneity in the macroeconomy</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/lc-model-expected-vs-realized-income-growth/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Lc Model Expected Vs Realized Income Growth</image:title>
            <image:caption>This notebook examines the relationship between expected and actual income growth in a model with...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/lifecyclemodeltheoryvsdata/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Lifecyclemodeltheoryvsdata</image:title>
            <image:caption>The Life Cycle Model: Theory vs Data</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/liqconstr/</loc>
        <lastmod>2020-09-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Liquidity Constraints and Precautionary Saving</image:title>
            <image:caption>We provide the analytical explanation of strong interactions between precautionary sav- ing and l...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/lucas-asset-pricing-model/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Lucas Asset Pricing Model</image:title>
            <image:caption>A demonstration of the Lucas Asset-Pricing model</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/mpc-out-of-credit-vs-mpc-out-of-income/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Mpc Out Of Credit Vs Mpc Out Of Income</image:title>
            <image:caption>The MPC out of Credit vs the MPC Out of Income</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/micro-and-macro-implications-of-very-impatient-hhs-problems/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Micro And Macro Implications Of Very Impatient Hhs Problems</image:title>
            <image:caption>Micro- and Macroeconomic Implications of Very Impatient Households</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/micro-and-macro-implications-of-very-impatient-hhs/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Micro And Macro Implications Of Very Impatient Hhs</image:title>
            <image:caption>Micro- and Macroeconomic Implications of Very Impatient Households</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/nondurables-during-great-recession/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Nondurables During Great Recession</image:title>
            <image:caption>Spending on Nondurables During the Great Recession</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/pandemic/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Modeling the Consumption Response to the CARES Act</image:title>
            <image:caption>To predict the eﬀects of the 2020 U.S. CARES Act on consumption, we extend a model that matches r...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/perfforesightcrra-approximation/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Perfforesightcrra Approximation</image:title>
            <image:caption>Perfect Foresight CRRA Model - Approximation</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/perfforesightcrra-savingrate/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Perfforesightcrra Savingrate</image:title>
            <image:caption>Perfect Foresight CRRA Model - Savings Rate</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/perfforesightconsumertype/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Perfforesightconsumertype</image:title>
            <image:caption>PerfForesightConsumerType Documentation</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/portfoliochoiceblogpost/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Optimal Financial Investment over the Life Cycle - Blog Post</image:title>
            <image:caption>A blog post (https://econ-ark.github.io/PortfolioChoiceBlogPost/PortfolioChoiceBlogPost.html) sho...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/riskycontrib/</loc>
        <lastmod>2021-06-17</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>A Two-Asset Savings Model with an Income-Contribution Scheme</image:title>
            <image:caption>This paper develops a two-asset consumption-savings model and serves as the documentation of an o...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/sequentialegm/</loc>
        <lastmod>2026-10-10</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>The Sequential Endogenous Grid Method</image:title>
            <image:caption>Heterogeneous-agent models with multiple decisions face a computational dilemma. Joint optimizati...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/solvingmicrodsops/</loc>
        <lastmod>2021-02-20</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Solution Methods for Microeconomic Dynamic Stochastic Optimization Problems</image:title>
            <image:caption>These notes describe tools for solving microeconomic dynamic stochastic optimization problems, an...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/structural-estimates-from-empirical-mpcs-fagereng-et-al/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Structural Estimates From Empirical Mpcs Fagereng Et Al</image:title>
            <image:caption>Making Structural Estimates From Empirical Results</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/tractablebufferstock-interactive/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Tractablebufferstock Interactive</image:title>
            <image:caption>The Tractable Buffer Stock Model</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/tractablebufferstockmodel/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Tractablebufferstockmodel</image:title>
            <image:caption>TractableBufferStockModel Documentation</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/beyond-the-streetlight/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Beyond the Streetlight</image:title>
            <image:caption>Materials for Christopher Carroll's discussion of Corrado, Kennickell and Cajner, "Beyond the Str...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/candcwithstickye/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Sticky Expectations and Consumption Dynamics</image:title>
            <image:caption>A Replication of Sticky Expectations and Consumption Dynamics.</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/cstwmpc-rhetero/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Can Persistent Unobserved Heterogeneity in Returns-to-Wealth Explain Wealth Inequality?</image:title>
            <image:caption></image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/cstwmpc/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>DistributionOfWealthMPC</image:title>
            <image:caption>Replication codes for Carroll, C., Slacalek, J., Tokuoka, K., & White, M. N. (2017). The distribu...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/ctdiscrete/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>A Tractable Model of Buffer Stock Saving</image:title>
            <image:caption>Analytically tractable model of the effects of nonfinancial risk on intertemporal choice</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/deep-learning-euler-method-krusell-smith/</loc>
        <lastmod>2026-10-14</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Deep learning for solving dynamic economic models</image:title>
            <image:caption>We introduce a unified deep learning method that solves dynamic economic models by casting them i...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/econ-scenarios/</loc>
        <lastmod>2026-09-18</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>Reproducing “Economic Scenarios for Transformative AI”</image:title>
            <image:caption>An Econ-ARK REMARK that reimplements the monthly model of Korinek, Jones, Sacher, Cotter, and McC...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/method-of-moderation/</loc>
        <lastmod>2025-01-01</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>The Method of Moderation</image:title>
            <image:caption>In a risky world, a pessimist assumes the worst will happen. Someone who ignores risk altogether ...</image:caption>
        </image:image>
    </url>
    
    <url>
        <loc>https://econ-ark.org/materials/template/</loc>
        <lastmod>2017-12-18</lastmod>
        <changefreq>monthly</changefreq>
        <priority>0.8</priority>
        <image:image>
            <image:loc>https://econ-ark.org/assets/img/econ-ark-logo.png</image:loc>
            <image:title>My Research Tool Example</image:title>
            <image:caption>Replication of Paper X</image:caption>
        </image:image>
    </url>
    

</urlset>