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Swing Model Backtesting during Earnings Build a strategy using the MenthorQ Swing Model In this Guide we want to share the Swing Model Backtesting Results during one of the busiest earnings release week. We are looking at the week of 10/28/2024 to 11/01/2024. Companies like Google, Apple, Amazon, Meta and more reported this week.
We go over the full backtest during our Live here below:
Backtesting Assumptions The backtest has the following assumptions:
Data was taken from MenthorQ Swing Trading Model as of Sunday 10/25/2024. The levels from Sunday are calculated after market close on the previous Friday. We then took the Bias given by the model weather Bullish or Bearish and we downloaded the various levels: Upper Band, Lower Band and Risk Trigger. We then trade at the Open of Monday 10/28/2024. The entry price is at the open and the exit price follows various assumptions as per the below strategies. Here you can find the File with the Data and Results.
Backtesting Strategies We then created various entry and exist strategies. We trade based on two approached: Going Long Short the Stock or by selling Credit Spreads using Options.
Long / Short Stock Strategy 1:
Long / Short Underlying Stock. We trade the Stock at the open of 10/28/2024.Entry: Going Long if the Bias was Bullish and Going Short if the Bias was Bearish.Exit: We close the trade at the open of the day after the earnings report.Strategy 2:
Long / Short Underlying Stock. We trade the Stock at the open of 10/28/2024.Entry: Going Long if the Bias was Bullish and Going Short if the Bias was Bearish.Exit: We close the trade at the close of the day after the earnings report.Strategy 3:
Long / Short Underlying Stock. We trade the Stock at the open of 10/28/2024.Entry: Going Long if the Bias was Bullish and Going Short if the Bias was Bearish.Exit: We close the trade at the open price of Friday 11/01.Strategy 4:
Long / Short Underlying Stock. We trade the Stock at the open of 10/28/2024.Entry: Going Long if the Bias was Bullish and Going Short if the Bias was Bearish.Exit: We close the trade at the close price of Friday 11/08.Here you can find the Summary Results that are also available on the File. Here are the findings:
3 out of 4 Strategies have a Win Rate of over 50% All the 4 strategies return a positive return of 2% or more for the Week Strategy 4 is the best performing with 67% Win Rate and a Portfolio Performance for the Week of 7.22% Swing Model Backtesting during Earnings 8 Selling Credit Spreads using Options The second type of strategy leverages the Swing Trading Levels and Bias to define our Credit Spreads. These are the assumptions:
If Bias is Bearish we sell a Call Credit Spread using the Upper Band as the level for our Sold Call If Bias is Bullish we sell a Put Credit Spread using the Lower Band as the Level for our Sold Put We have created two strategies using the 5D and 20D Swing Model Here are the details of the strategies:
Strategy 5: Swing Model 5D
We sell a Put Credit Spread or Call Credit Spread at the Open of Monday 11/28/2024 We use the 5 Days Swing Levels and we choose the Expiration of 11/01/2024 We use the Lower Band for the Strike of our Sold Put if Bias is Bullish and the Upper Band for the Strike or our Sold Call if the Bias is Bearish Strategy 6: Swing Model 20D
We sell a Put Credit Spread or Call Credit Spread at the Open of Monday 11/28/2024 We use the 20 Days Swing Levels and we choose the Expiration of 11/22/2024 We use the Lower Band for the Strike of our Sold Put if Bias is Bullish and the Upper Band for the Strike or our Sold Call if the Bias is Bearish Here you can find the Summary Results that are also available on the File. Here are the findings:
Both strategies return a win rate of over 75% with Strategy 5 having a win rate of 87.5%. Strategy 5 returns a Portfolio Return of 7.26% for the week. Swing Model Backtesting during Earnings 9
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Account console.warn({"message":"Unknown argument \"membership_level_operator\" on field \"customMpcsCourse\" of type \"MpcsCoursesQuery\". Did you mean \"skill_level_operator\"?"});
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\/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/view\/src\/View\/FileLoader.php(25): YOOtheme\\View->evaluate()\n#19 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/view\/src\/View.php(169): YOOtheme\\View\\FileLoader->__invoke()\n#20 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/theme-wordpress\/src\/UrlLoader.php(26): YOOtheme\\View->YOOtheme\\{closure}()\n#21 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/view\/src\/View.php(169): YOOtheme\\Theme\\Wordpress\\UrlLoader::resolveRelativeUrl()\n#22 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/view\/src\/View.php(231): YOOtheme\\View->YOOtheme\\{closure}()\n#23 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/theme-wordpress-menus\/src\/MenuWalker.php(102): YOOtheme\\View->render()\n#24 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/nav-menu-template.php(621): YOOtheme\\Theme\\Wordpress\\MenuWalker->walk()\n#25 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/nav-menu-template.php(241): walk_nav_menu_tree()\n#26 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/widgets\/class-wp-nav-menu-widget.php(109): wp_nav_menu()\n#27 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/theme-wordpress-widgets\/src\/WidgetsListener.php(353): WP_Nav_Menu_Widget->widget()\n#28 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/theme-wordpress-widgets\/src\/WidgetsListener.php(536): YOOtheme\\Theme\\Widgets\\WidgetsListener->displayWidget()\n#29 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/theme-wordpress-widgets\/src\/WidgetsListener.php(499): YOOtheme\\Theme\\Widgets\\WidgetsListener->getWidget()\n#30 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/theme-wordpress-widgets\/src\/WidgetsListener.php(130): YOOtheme\\Theme\\Widgets\\WidgetsListener->createMenuWidget()\n#31 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/container\/src\/Container.php(229): YOOtheme\\Theme\\Widgets\\WidgetsListener->afterSidebar()\n#32 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/platform-wordpress\/src\/FilterLoader.php(28): YOOtheme\\Container->call()\n#33 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/class-wp-hook.php(343): YOOtheme\\Wordpress\\FilterLoader->YOOtheme\\Wordpress\\{closure}()\n#34 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/class-wp-hook.php(365): WP_Hook->apply_filters()\n#35 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/plugin.php(522): WP_Hook->do_action()\n#36 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/widgets.php(717): do_action()\n#37 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/templates\/header.php(239): dynamic_sidebar()\n#38 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/view\/src\/View.php(268): require('...')\n#39 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/view\/src\/View\/FileLoader.php(25): YOOtheme\\View->evaluate()\n#40 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/view\/src\/View.php(169): YOOtheme\\View\\FileLoader->__invoke()\n#41 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/theme-wordpress\/src\/UrlLoader.php(26): YOOtheme\\View->YOOtheme\\{closure}()\n#42 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/view\/src\/View.php(169): YOOtheme\\Theme\\Wordpress\\UrlLoader::resolveRelativeUrl()\n#43 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/view\/src\/View.php(231): YOOtheme\\View->YOOtheme\\{closure}()\n#44 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/packages\/view\/src\/View.php(82): YOOtheme\\View->render()\n#45 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/header.php(145): YOOtheme\\View->__invoke()\n#46 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/template.php(814): require_once('...')\n#47 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/template.php(749): load_template()\n#48 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/general-template.php(48): locate_template()\n#49 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-content\/themes\/yootheme\/page.php(10): get_header()\n#50 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-includes\/template-loader.php(132): include('...')\n#51 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/wp-blog-header.php(19): require_once('...')\n#52 \/mnt\/BLOCKSTORAGE\/home\/1543348.cloudwaysapps.com\/tsqhnrsppe\/public_html\/index.php(17): require('...')\n#53 {main}"});
UIkit.icon.add({"fa6-regular--user":"<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\" width=\"20\" height=\"20\"><path d=\"M304 128a80 80 0 10-160 0 80 80 0 10160 0zm-208 0a128 128 0 11256 0 128 128 0 11-256 0zM49.3 464h349.5c-8.9-63.3-63.3-112-129-112h-91.4c-65.7 0-120.1 48.7-129 112zM0 482.3C0 383.8 79.8 304 178.3 304h91.4c98.5 0 178.3 79.8 178.3 178.3 0 16.4-13.3 29.7-29.7 29.7H29.7C13.3 512 0 498.7 0 482.3z\"\/><\/svg>"})
var menthorq_gtm = {"system":{"ajax_url":"https://menthorq.com/wp-admin/admin-ajax.php","nonce":"4c11b822d9","site_url":"https://menthorq.com","home_url":"https://menthorq.com","timestamp":1786930149,"environment":"production"},"debug":{"enabled":false,"environment":"production"},"user":[],"container_id":"GTM-599ZCR89"};
//# sourceURL=gtm-tracking-js-extra
https://menthorq.com/wp-content/themes/memberpress-wp-th/modules/GoogleTagManager/Assets/Public/Js/gtm-tracking.js
https://menthorq.com/wp-content/themes/memberpress-wp-th/modules/Mixpanel/Assets/Public/Js/mixpanel-tracking.js
var menthorq_common = {"system":{"ajax_url":"https://menthorq.com/wp-admin/admin-ajax.php","nonce":"c1ac38650a","version":"1.30.1","site_url":"https://menthorq.com","home_url":"https://menthorq.com","timestamp":1786930149},"debug":{"enabled":false,"environment":"production"}};
//# sourceURL=common-core-js-extra
https://menthorq.com/wp-content/themes/memberpress-wp-th/modules/Core/Assets/Public/Js/common.js
https://menthorq.com/wp-content/themes/memberpress-wp-th/modules/TableOfContents/Assets/Public/Js/tableofcontents.js
https://menthorq.com/wp-content/themes/memberpress-wp-th/dist/js/public.bundle.js
(function() {
'use strict';
// Function to get cookie value
function getCookie(name) {
const value = `; ${document.cookie}`;
const parts = value.split(`; ${name}=`);
if (parts.length === 2) return parts.pop().split(';').shift();
return null;
}
// Function to delete cookie
function deleteCookie(name) {
document.cookie = name + '=; Path=/; Expires=Thu, 01 Jan 1970 00:00:01 GMT;';
}
// Read pending events from cookie
const cookieValue = getCookie('gtm_events_v2');
if (cookieValue) {
try {
// First decode URL encoding (browsers automatically encode cookies)
// Then decode from base64, then parse JSON
const urlDecoded = decodeURIComponent(cookieValue);
const decodedValue = atob(urlDecoded);
const events = JSON.parse(decodedValue);
// Validate that events is an array
if (!Array.isArray(events)) {
throw new Error('Events is not an array');
}
console.log('%c[TrackingManager GTM]%c Found ' + events.length + ' pending events in cookie', 'color: #4CAF50; font-weight: bold', 'color: inherit');
// Ensure dataLayer exists
window.dataLayer = window.dataLayer || [];
// Push all events to dataLayer
events.forEach(function(eventData, index) {
const dataLayerEvent = {
event: eventData.event
};
// Add all properties
if (eventData.properties && typeof eventData.properties === 'object') {
Object.keys(eventData.properties).forEach(function(key) {
dataLayerEvent[key] = eventData.properties[key];
});
}
dataLayerEvent._timestamp = eventData.timestamp;
window.dataLayer.push(dataLayerEvent);
console.log('%c[TrackingManager GTM]%c Event #' + (index + 1) + ':', 'color: #4CAF50; font-weight: bold', 'color: inherit', eventData);
});
console.log('%c[TrackingManager GTM]%c All events pushed to dataLayer', 'color: #4CAF50; font-weight: bold', 'color: inherit');
// Delete the cookie
deleteCookie('gtm_events_v2');
} catch (e) {
console.error('[TrackingManager GTM] Error parsing events from cookie:', e);
// Delete corrupted cookie
deleteCookie('gtm_events_v2');
}
}
// Also clean up old cookie format (v1) if it exists
deleteCookie('gtm_pending_events');
})();
(function(){
var GA4_COOKIE = 'ga4_client_id';
var GA4_LS_KEY = 'menthorq_ga4_client_id';
var COOKIE_DAYS = 730;
var MAX_RETRIES = 10;
var RETRY_MS = 500;function getCookie(name) {
var match = document.cookie.match(new RegExp('(?:^|; )' + name + '=([^;]*)'));
return match ? decodeURIComponent(match[1]) : '';
}function setCookie(name, value, days) {
var expires = new Date(Date.now() + days * 864e5).toUTCString();
var cookie = name + '=' + encodeURIComponent(value) + ';expires=' + expires + ';path=/;SameSite=Lax';
if (location.protocol === 'https:') cookie += ';Secure';
document.cookie = cookie;
}function extractClientId() {
var ga = getCookie('_ga');
if (ga) {
var parts = ga.split('.');
if (parts.length >= 4) {
return parts.slice(2).join('.');
}
}
return '';
}function capture() {
if (getCookie(GA4_COOKIE)) return true;var clientId = extractClientId();
if (clientId) {
setCookie(GA4_COOKIE, clientId, COOKIE_DAYS);
try { localStorage.setItem(GA4_LS_KEY, clientId); } catch(e) {}
return true;
}
return false;
}if (capture()) return;// _ga cookie not yet set — poll until gtag.js initializes
var attempts = 0;
var timer = setInterval(function() {
attempts++;
if (capture() || attempts >= MAX_RETRIES) {
clearInterval(timer);
// Last resort: restore from localStorage
if (!getCookie(GA4_COOKIE)) {
try {
var stored = localStorage.getItem(GA4_LS_KEY);
if (stored) setCookie(GA4_COOKIE, stored, COOKIE_DAYS);
} catch(e) {}
}
}
}, RETRY_MS);
})();