{"id":1699,"date":"2025-11-05T23:59:44","date_gmt":"2025-11-05T23:59:44","guid":{"rendered":"https:\/\/toposuranos.com\/InvestorInsight\/?p=1699"},"modified":"2025-11-06T00:44:22","modified_gmt":"2025-11-06T00:44:22","slug":"monte-carlo-simulation-my-management-projection-february-2024-october-2025","status":"publish","type":"post","link":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/","title":{"rendered":"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025"},"content":{"rendered":"<h1>Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025<\/h1>\n<h2>Assess and be transparent<\/h2>\n<p>At the close of a turbulent October, I ran a <strong>Monte Carlo Simulation<\/strong> to evaluate\u2014using data\u2014the quality of my management since I started investing with real capital on <strong>February 1, 2024<\/strong>. The observation window for this run ends on <strong>October 30, 2025<\/strong>. This exercise gives me an objective benchmark, the <em>bar<\/em> I want to clear in each iteration, and adds transparency for those who copy my portfolio on eToro.<\/p>\n<h3>Why Monte Carlo<\/h3>\n<p>Because it doesn\u2019t guess; it translates what already happened into probabilities. From the <em>monthly returns<\/em> I estimate mean and volatility and, with those parameters, simulate thousands of plausible paths. This lets me audit my process with a criterion that is consistent and comparable over time.<\/p>\n<h3>Assumptions and limits<\/h3>\n<p>Trajectories are generated at a monthly frequency using parameters estimated on n=21 (Feb 2024\u2192Oct 2025). The results are conditional on these data and assumptions; they do not constitute a prediction. To reflect uncertainty and tails, empirical <em>bootstrap<\/em> is employed (quantiles\/CVaR), and percentile stability is reviewed with expanding <em>out-of-sample<\/em> windows. Any reading of risk should be considered in light of potential regime changes.<\/p>\n<h2>Monte Carlo Simulation<\/h2>\n<h3>Input data<\/h3>\n<table class=\"data-table\" style=\"width:100%;border-collapse:collapse\">\n<thead>\n<tr>\n<th style=\"text-align:left;border-bottom:1px solid #ccc\">Window<\/th>\n<th style=\"text-align:left;border-bottom:1px solid #ccc\">Observations<\/th>\n<th style=\"text-align:left;border-bottom:1px solid #ccc\">Monthly mean (\u03bc)<\/th>\n<th style=\"text-align:left;border-bottom:1px solid #ccc\">Monthly volatility (\u03c3)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Feb 1, 2024 to Oct 30, 2025<\/td>\n<td>21<\/td>\n<td>1.69&nbsp;%<\/td>\n<td>3.51&nbsp;%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>If you want to see more specific details about my returns and portfolio, check my <a href=\"https:\/\/etoro.tw\/3WpJM7a\">eToro profile.<\/a><\/p>\n<h3>Simulation parameters<\/h3>\n<table class=\"data-table\" style=\"width:100%;border-collapse:collapse\">\n<thead>\n<tr>\n<th style=\"text-align:left;border-bottom:1px solid #ccc\">Horizon<\/th>\n<th style=\"text-align:left;border-bottom:1px solid #ccc\">Months<\/th>\n<th style=\"text-align:left;border-bottom:1px solid #ccc\">Iterations<\/th>\n<th style=\"text-align:left;border-bottom:1px solid #ccc\">Bands shown<\/th>\n<th style=\"text-align:left;border-bottom:1px solid #ccc\">Baseline<\/th>\n<th style=\"text-align:left;border-bottom:1px solid #ccc\">Frequency<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>5 years<\/td>\n<td>60<\/td>\n<td>1000<\/td>\n<td>50% (P25\u2013P75), 80% (P10\u2013P90), 90% (P05\u2013P95)<\/td>\n<td>Initial factor = 1<\/td>\n<td>Monthly<\/td>\n<\/tr>\n<tr>\n<td>10 years<\/td>\n<td>120<\/td>\n<td>5000<\/td>\n<td>50% (P25\u2013P75), 80% (P10\u2013P90), 90% (P05\u2013P95)<\/td>\n<td>Initial factor = 1<\/td>\n<td>Monthly<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Simulation results<\/h2>\n<p>The simulation outlines a central growth path consistent with the improvement observed between 2024 and 2025. The projected median trends upward and the typical bands remain contained, suggesting that the current method is generating returns with good stability for the level of risk taken.<\/p>\n<ul>\n<li><strong>Upward consistency:<\/strong> the central pattern of the paths matches the year-over-year improvement in the sample<br \/>\n    (approximate monthly mean 1.20&nbsp;% in 2024 versus 2.22&nbsp;% in 2025 and a higher frequency of positive months). This supports that recent execution was stronger.<\/li>\n<li><strong>Bounded risk:<\/strong> negative tails remain moderate at the 5- and 10-year horizons. The conservative scenario keeps cumulative growth above zero, in line with a medium risk profile around 4 in 2025.<\/li>\n<li><strong>Favorable skew:<\/strong> the fan shows right skew. There are high-outcome scenarios with low probability while the median holds, indicating that extraordinary months push upward without compromising the base.<\/li>\n<li><strong>Relative performance validated:<\/strong> 2025 YTD outperforms major global indices, and the simulation suggests this performance does not depend on a single exceptional month, but on a distribution of results consistent with the sample.<\/li>\n<li><strong>Operational implication:<\/strong> maintain the discipline of rebalancing and no leverage. For the next update, the goal is to lift the median and narrow the P25\u2013P75 band, with specific attention to the 5th percentile as an indicator for controlling infrequent drawdowns.<\/li>\n<\/ul>\n<figure style=\"margin:1.5rem 0\">\n  <img decoding=\"async\" src=\"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo-5a.jpg\" alt=\"5-year projection with percentile bands and median path\" style=\"width:100%;height:auto\" \/><figcaption style=\"font-size:0.95em;color:#555\">\n    5-year projection. 50% (P25\u2013P75), 80% (P10\u2013P90), and 90% (P05\u2013P95) bands. The yellow line shows the median.<br \/>\n  <\/figcaption><\/figure>\n<figure style=\"margin:1.5rem 0\">\n  <img decoding=\"async\" src=\"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo-10a.jpg\" alt=\"10-year projection with percentile bands and median path\" style=\"width:100%;height:auto\" \/><figcaption style=\"font-size:0.95em;color:#555\">\n    10-year projection. 50% (P25\u2013P75), 80% (P10\u2013P90), and 90% (P05\u2013P95) bands. The yellow line shows the median.<br \/>\n  <\/figcaption><\/figure>\n<h2>Elements to consider going forward<\/h2>\n<p>The current constraint is sample size; as more months are observed, estimates stabilize (error falls ~1\/\u221an) and the simulation becomes more reliable. This can be improved by <strong>re-estimating with a rolling window<\/strong> that incorporates each new month and by applying <em>shrinkage<\/em> toward a benchmark while n is small, so the anchor loses weight as evidence grows and the variability of the mean and volatility decreases without overfitting. The <strong>treatment of tails and quantiles<\/strong> can also be improved: with more observations, percentiles and <strong>CVaR<\/strong> become less unstable; this is achieved via empirical <em>bootstrap<\/em> to quantify quantile uncertainty and, when exceedances are sufficient, with <em>extreme value theory<\/em> (peaks over threshold) to better anchor rare events. <strong>Temporal dependence<\/strong> can be captured more accurately because a longer series allows lower-error estimates of autocorrelation and volatility dynamics; here it is useful to use <em>block bootstrap<\/em> (block size guided by the ACF) or a simple GARCH and simulate from residuals to reproduce runs and <em>clustering<\/em>. The <strong>mixing of dissimilar periods<\/strong> is reduced by detecting regime changes: with more history, detectors gain power, parameters are estimated by regime, and scenarios are combined according to their probability, avoiding mixing bias. Finally, <strong>continuous calibration<\/strong> is strengthened by checking P5\u2013P95 coverage and the <em>PIT<\/em> in expanding <em>out-of-sample<\/em> windows; in the presence of persistent deviations, assumptions are adjusted. With more months, these practices yield more honest scenario bands and operational metrics that are more stable and useful for decision-making.<\/p>\n<h3>Important note<\/h3>\n<p>This is not a forecast. If the market regime changes, the probabilities change too. What it does provide is a <em>probabilistic framework<\/em> of possible outcomes, with probabilities estimated at the time of the simulation and valid under the market conditions in which the data were obtained. It is a reference to compare my management over time, not a guarantee.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025 Assess and be transparent At the close of a turbulent October, I ran a Monte Carlo Simulation to evaluate\u2014using data\u2014the quality of my management since I started investing with real capital on February 1, 2024. The observation window for this run ends on October [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1692,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-container-style":"default","site-container-layout":"default","site-sidebar-layout":"default","disable-article-header":"default","disable-site-header":"default","disable-site-footer":"default","disable-content-area-spacing":"default","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[55],"tags":[],"class_list":["post-1699","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025 - Investor Insight<\/title>\n<meta name=\"description\" content=\"I audit my performance with a Monte Carlo simulation (Feb 2024\u2013Oct 2025): mean, volatility, and 5\u201310 year scenarios. Probabilistic approach and transparency.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025\" \/>\n<meta property=\"og:description\" content=\"I audit my performance with a Monte Carlo simulation (Feb 2024\u2013Oct 2025): mean, volatility, and 5\u201310 year scenarios. Probabilistic approach and transparency.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/\" \/>\n<meta property=\"og:site_name\" content=\"Investor Insight\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-05T23:59:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-06T00:44:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo-1024x683.png\" \/>\n<meta name=\"author\" content=\"giorgio.reveco\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025\" \/>\n<meta name=\"twitter:description\" content=\"I audit my performance with a Monte Carlo simulation (Feb 2024\u2013Oct 2025): mean, volatility, and 5\u201310 year scenarios. Probabilistic approach and transparency.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png\" \/>\n<meta name=\"twitter:creator\" content=\"@girosus\" \/>\n<meta name=\"twitter:site\" content=\"@girosus\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"giorgio.reveco\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/\"},\"author\":{\"name\":\"giorgio.reveco\",\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/#\/schema\/person\/7cf1f6c6dc35a33ca7e33826dda01e7c\"},\"headline\":\"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025\",\"datePublished\":\"2025-11-05T23:59:44+00:00\",\"dateModified\":\"2025-11-06T00:44:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/\"},\"wordCount\":811,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/#organization\"},\"image\":{\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png\",\"articleSection\":[\"Uncategorized\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/\",\"url\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/\",\"name\":\"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025 - Investor Insight\",\"isPartOf\":{\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png\",\"datePublished\":\"2025-11-05T23:59:44+00:00\",\"dateModified\":\"2025-11-06T00:44:22+00:00\",\"description\":\"I audit my performance with a Monte Carlo simulation (Feb 2024\u2013Oct 2025): mean, volatility, and 5\u201310 year scenarios. Probabilistic approach and transparency.\",\"breadcrumb\":{\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#primaryimage\",\"url\":\"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png\",\"contentUrl\":\"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png\",\"width\":1536,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\/\/toposuranos.com\/InvestorInsight\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/#website\",\"url\":\"https:\/\/toposuranos.com\/InvestorInsight\/\",\"name\":\"Investor Insight\",\"description\":\"Topos Uranos\",\"publisher\":{\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/toposuranos.com\/InvestorInsight\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/#organization\",\"name\":\"Investor Insight\",\"url\":\"https:\/\/toposuranos.com\/InvestorInsight\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2024\/08\/investorinsight2.jpg\",\"contentUrl\":\"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2024\/08\/investorinsight2.jpg\",\"width\":1792,\"height\":1024,\"caption\":\"Investor Insight\"},\"image\":{\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/girosus\",\"https:\/\/www.linkedin.com\/in\/giorgio-reveco\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/#\/schema\/person\/7cf1f6c6dc35a33ca7e33826dda01e7c\",\"name\":\"giorgio.reveco\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/toposuranos.com\/InvestorInsight\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/b72756ba7f80c357eada1253708620850fc0d125a52615be237af0394040f7a1?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/b72756ba7f80c357eada1253708620850fc0d125a52615be237af0394040f7a1?s=96&d=mm&r=g\",\"caption\":\"giorgio.reveco\"},\"sameAs\":[\"https:\/\/toposuranos.com\/InvestorInsight\"],\"url\":\"https:\/\/toposuranos.com\/InvestorInsight\/author\/giorgio-reveco\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025 - Investor Insight","description":"I audit my performance with a Monte Carlo simulation (Feb 2024\u2013Oct 2025): mean, volatility, and 5\u201310 year scenarios. Probabilistic approach and transparency.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/","og_locale":"es_ES","og_type":"article","og_title":"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025","og_description":"I audit my performance with a Monte Carlo simulation (Feb 2024\u2013Oct 2025): mean, volatility, and 5\u201310 year scenarios. Probabilistic approach and transparency.","og_url":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/","og_site_name":"Investor Insight","article_published_time":"2025-11-05T23:59:44+00:00","article_modified_time":"2025-11-06T00:44:22+00:00","og_image":[{"url":"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo-1024x683.png","type":"","width":"","height":""}],"author":"giorgio.reveco","twitter_card":"summary_large_image","twitter_title":"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025","twitter_description":"I audit my performance with a Monte Carlo simulation (Feb 2024\u2013Oct 2025): mean, volatility, and 5\u201310 year scenarios. Probabilistic approach and transparency.","twitter_image":"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png","twitter_creator":"@girosus","twitter_site":"@girosus","twitter_misc":{"Escrito por":"giorgio.reveco","Tiempo de lectura":"5 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#article","isPartOf":{"@id":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/"},"author":{"name":"giorgio.reveco","@id":"https:\/\/toposuranos.com\/InvestorInsight\/#\/schema\/person\/7cf1f6c6dc35a33ca7e33826dda01e7c"},"headline":"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025","datePublished":"2025-11-05T23:59:44+00:00","dateModified":"2025-11-06T00:44:22+00:00","mainEntityOfPage":{"@id":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/"},"wordCount":811,"commentCount":0,"publisher":{"@id":"https:\/\/toposuranos.com\/InvestorInsight\/#organization"},"image":{"@id":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#primaryimage"},"thumbnailUrl":"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png","articleSection":["Uncategorized"],"inLanguage":"es","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/","url":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/","name":"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025 - Investor Insight","isPartOf":{"@id":"https:\/\/toposuranos.com\/InvestorInsight\/#website"},"primaryImageOfPage":{"@id":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#primaryimage"},"image":{"@id":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#primaryimage"},"thumbnailUrl":"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png","datePublished":"2025-11-05T23:59:44+00:00","dateModified":"2025-11-06T00:44:22+00:00","description":"I audit my performance with a Monte Carlo simulation (Feb 2024\u2013Oct 2025): mean, volatility, and 5\u201310 year scenarios. Probabilistic approach and transparency.","breadcrumb":{"@id":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#primaryimage","url":"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png","contentUrl":"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png","width":1536,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/toposuranos.com\/InvestorInsight\/en\/2025\/11\/05\/monte-carlo-simulation-my-management-projection-february-2024-october-2025\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/toposuranos.com\/InvestorInsight\/"},{"@type":"ListItem","position":2,"name":"Monte Carlo Simulation: My Management Projection February 2024 \u2013 October 2025"}]},{"@type":"WebSite","@id":"https:\/\/toposuranos.com\/InvestorInsight\/#website","url":"https:\/\/toposuranos.com\/InvestorInsight\/","name":"Investor Insight","description":"Topos Uranos","publisher":{"@id":"https:\/\/toposuranos.com\/InvestorInsight\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/toposuranos.com\/InvestorInsight\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/toposuranos.com\/InvestorInsight\/#organization","name":"Investor Insight","url":"https:\/\/toposuranos.com\/InvestorInsight\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/toposuranos.com\/InvestorInsight\/#\/schema\/logo\/image\/","url":"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2024\/08\/investorinsight2.jpg","contentUrl":"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2024\/08\/investorinsight2.jpg","width":1792,"height":1024,"caption":"Investor Insight"},"image":{"@id":"https:\/\/toposuranos.com\/InvestorInsight\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/girosus","https:\/\/www.linkedin.com\/in\/giorgio-reveco\/"]},{"@type":"Person","@id":"https:\/\/toposuranos.com\/InvestorInsight\/#\/schema\/person\/7cf1f6c6dc35a33ca7e33826dda01e7c","name":"giorgio.reveco","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/toposuranos.com\/InvestorInsight\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/b72756ba7f80c357eada1253708620850fc0d125a52615be237af0394040f7a1?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b72756ba7f80c357eada1253708620850fc0d125a52615be237af0394040f7a1?s=96&d=mm&r=g","caption":"giorgio.reveco"},"sameAs":["https:\/\/toposuranos.com\/InvestorInsight"],"url":"https:\/\/toposuranos.com\/InvestorInsight\/author\/giorgio-reveco\/"}]}},"jetpack_featured_media_url":"https:\/\/toposuranos.com\/InvestorInsight\/wp-content\/uploads\/2025\/11\/montecarlo.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/posts\/1699","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/comments?post=1699"}],"version-history":[{"count":3,"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/posts\/1699\/revisions"}],"predecessor-version":[{"id":1752,"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/posts\/1699\/revisions\/1752"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/media\/1692"}],"wp:attachment":[{"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/media?parent=1699"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/categories?post=1699"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/toposuranos.com\/InvestorInsight\/wp-json\/wp\/v2\/tags?post=1699"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}