{"id":234208,"date":"2024-06-27T16:06:39","date_gmt":"2024-06-27T16:06:39","guid":{"rendered":"https:\/\/namso-gen.co\/blog\/?p=234208"},"modified":"2024-06-27T16:06:39","modified_gmt":"2024-06-27T16:06:39","slug":"is-lower-value-of-aic-better-2","status":"publish","type":"post","link":"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/","title":{"rendered":"Is lower value of AIC better?"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_62 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#Is_lower_value_of_AIC_better\" title=\"Is lower value of AIC better?\">Is lower value of AIC better?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#FAQs_about_AIC\" title=\"FAQs about AIC\">FAQs about AIC<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#1_What_is_AIC\" title=\"1. What is AIC?\">1. What is AIC?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#2_How_is_AIC_calculated\" title=\"2. How is AIC calculated?\">2. How is AIC calculated?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#3_What_does_a_higher_AIC_value_indicate\" title=\"3. What does a higher AIC value indicate?\">3. What does a higher AIC value indicate?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#4_Why_is_there_a_penalty_term_in_the_AIC_formula\" title=\"4. Why is there a penalty term in the AIC formula?\">4. Why is there a penalty term in the AIC formula?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#5_Can_AIC_be_used_to_compare_models_with_different_numbers_of_parameters\" title=\"5. Can AIC be used to compare models with different numbers of parameters?\">5. Can AIC be used to compare models with different numbers of parameters?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#6_How_should_AIC_values_be_interpreted\" title=\"6. How should AIC values be interpreted?\">6. How should AIC values be interpreted?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#7_Can_AIC_be_used_for_all_types_of_statistical_models\" title=\"7. Can AIC be used for all types of statistical models?\">7. Can AIC be used for all types of statistical models?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#8_What_is_the_difference_between_AIC_and_BIC\" title=\"8. What is the difference between AIC and BIC?\">8. What is the difference between AIC and BIC?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#9_How_can_AIC_help_in_model_selection\" title=\"9. How can AIC help in model selection?\">9. How can AIC help in model selection?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#10_Is_there_a_universal_threshold_for_what_constitutes_a_good_AIC_value\" title=\"10. Is there a universal threshold for what constitutes a good AIC value?\">10. Is there a universal threshold for what constitutes a good AIC value?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#11_Can_AIC_be_used_in_machine_learning_models\" title=\"11. Can AIC be used in machine learning models?\">11. Can AIC be used in machine learning models?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#12_Are_there_any_limitations_of_using_AIC_for_model_selection\" title=\"12. Are there any limitations of using AIC for model selection?\">12. Are there any limitations of using AIC for model selection?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Is_lower_value_of_AIC_better\"><\/span>Is lower value of AIC better?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>When it comes to statistical models, one common criterion used for model selection is the Akaike Information Criterion (AIC). AIC is a measure of the relative quality of a statistical model for a given set of data. It takes into account the goodness of fit of the model as well as the complexity of the model. The lower the value of AIC, the better the model is considered to be. In other words, **a lower value of AIC is indeed better.**<\/p>\n<p>AIC is a practical tool for comparing different models and selecting the one that best balances goodness of fit and complexity. By penalizing overly complex models, AIC helps to guard against overfitting, which occurs when a model performs well on the current data but fails to generalize to new data. <\/p>\n<p>There are several reasons why a lower value of AIC is preferred:<br \/>\n1. **Simplicity:** A model with a lower AIC value is generally simpler and more parsimonious, making it easier to interpret and apply.<br \/>\n2. **Improved Fit:** Models with lower AIC values tend to have a better fit to the data, capturing the underlying patterns and relationships more accurately.<br \/>\n3. **Generalizability:** Lower AIC values indicate models that are likely to generalize well to new data, making them more reliable for future predictions.<\/p>\n<p>In summary, **lower AIC values are better because they represent models that strike a balance between goodness of fit and model complexity, leading to more reliable and interpretable results.**<\/p>\n<h3><span class=\"ez-toc-section\" id=\"FAQs_about_AIC\"><\/span>FAQs about AIC<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"1_What_is_AIC\"><\/span>1. What is AIC?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nAIC stands for Akaike Information Criterion, which is a measure of the relative quality of a statistical model for a given set of data.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_How_is_AIC_calculated\"><\/span>2. How is AIC calculated?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nAIC is calculated based on the likelihood function of the model and the number of parameters in the model. It penalizes models for their complexity by adding a penalty term based on the number of parameters.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_What_does_a_higher_AIC_value_indicate\"><\/span>3. What does a higher AIC value indicate?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nA higher AIC value indicates a poorer quality model, suggesting that the model either has a poor fit to the data, is too complex, or both.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Why_is_there_a_penalty_term_in_the_AIC_formula\"><\/span>4. Why is there a penalty term in the AIC formula?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThe penalty term in the AIC formula penalizes overly complex models to prevent overfitting and select models that generalize well to new data.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Can_AIC_be_used_to_compare_models_with_different_numbers_of_parameters\"><\/span>5. Can AIC be used to compare models with different numbers of parameters?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, AIC can be used to compare models with different numbers of parameters by penalizing the models for their complexity, making it a fair comparison.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_How_should_AIC_values_be_interpreted\"><\/span>6. How should AIC values be interpreted?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nLower AIC values indicate better models that strike a balance between goodness of fit and model complexity, making them preferable for model selection.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Can_AIC_be_used_for_all_types_of_statistical_models\"><\/span>7. Can AIC be used for all types of statistical models?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nYes, AIC can be used for a wide range of statistical models, including linear regression, logistic regression, time series models, and more.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_What_is_the_difference_between_AIC_and_BIC\"><\/span>8. What is the difference between AIC and BIC?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nAIC and BIC (Bayesian Information Criterion) are both model selection criteria, but BIC includes a larger penalty for model complexity, leading to a preference for simpler models.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_How_can_AIC_help_in_model_selection\"><\/span>9. How can AIC help in model selection?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nAIC can help in model selection by comparing different models based on their AIC values and selecting the model with the lowest AIC as the preferred model.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_Is_there_a_universal_threshold_for_what_constitutes_a_good_AIC_value\"><\/span>10. Is there a universal threshold for what constitutes a good AIC value?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nThere is no universal threshold for what constitutes a good AIC value, as it depends on the specific context and goals of the analysis. Lower AIC values are generally preferred, but the interpretation can vary.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"11_Can_AIC_be_used_in_machine_learning_models\"><\/span>11. Can AIC be used in machine learning models?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nAIC is more commonly used in traditional statistical models, but it can also be adapted for use in machine learning models to aid in model selection and evaluation.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"12_Are_there_any_limitations_of_using_AIC_for_model_selection\"><\/span>12. Are there any limitations of using AIC for model selection?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\nOne limitation of using AIC for model selection is that it assumes the model is correctly specified, meaning that the true model is included in the set of candidate models. Additionally, AIC may not perform well with small sample sizes or when the assumptions of the underlying statistical models are violated.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Is lower value of AIC better? When it comes to statistical models, one common criterion used for model selection is the Akaike Information Criterion (AIC). AIC is a measure of the relative quality of a statistical model for a given set of data. It takes into account the goodness of fit of the model as &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"Is lower value of AIC better?\" class=\"read-more button\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#more-234208\">Read more<span class=\"screen-reader-text\">Is lower value of AIC better?<\/span><\/a><\/p>\n","protected":false},"author":58,"featured_media":107420,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86279],"tags":[],"class_list":["post-234208","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learn","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Is lower value of AIC better?<\/title>\n<meta name=\"description\" content=\"Is lower value of AIC better? When it comes to statistical models, one common criterion used for model selection is the Akaike Information Criterion\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Is lower value of AIC better?\" \/>\n<meta property=\"og:description\" content=\"Is lower value of AIC better? When it comes to statistical models, one common criterion used for model selection is the Akaike Information Criterion\" \/>\n<meta property=\"og:url\" content=\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Namso Gen Blog - Free Credit Card Generator [100% Valid]\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/synchronyfinancial\" \/>\n<meta property=\"article:published_time\" content=\"2024-06-27T16:06:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2024\/03\/faq.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Marvin Farley\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@synchrony\" \/>\n<meta name=\"twitter:site\" content=\"@synchrony\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marvin Farley\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/\"},\"author\":{\"name\":\"Marvin Farley\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/0c98fd628c9e0d5652c8704e1b850ebf\"},\"headline\":\"Is lower value of AIC better?\",\"datePublished\":\"2024-06-27T16:06:39+00:00\",\"dateModified\":\"2024-06-27T16:06:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/\"},\"wordCount\":698,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#organization\"},\"articleSection\":[\"Learn\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/\",\"url\":\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/\",\"name\":\"Is lower value of AIC better?\",\"isPartOf\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#website\"},\"datePublished\":\"2024-06-27T16:06:39+00:00\",\"dateModified\":\"2024-06-27T16:06:39+00:00\",\"description\":\"Is lower value of AIC better? When it comes to statistical models, one common criterion used for model selection is the Akaike Information Criterion\",\"breadcrumb\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/namso-gen.co\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Is lower value of AIC better?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#website\",\"url\":\"https:\/\/namso-gen.co\/blog\/\",\"name\":\"Namso Gen Blog - Free Credit Card Generator [100% Valid]\",\"description\":\"In Namso gen blog you can get many tips regarding to Credit cards, VCC, Credit card security etc. You can generate credit cards by using Namso-gen.co\",\"publisher\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/namso-gen.co\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#organization\",\"name\":\"Namso Gen Blog - Free Credit Card Generator [100% Valid]\",\"url\":\"https:\/\/namso-gen.co\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2020\/07\/namso-gen-logo.png\",\"contentUrl\":\"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2020\/07\/namso-gen-logo.png\",\"width\":500,\"height\":164,\"caption\":\"Namso Gen Blog - Free Credit Card Generator [100% Valid]\"},\"image\":{\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/synchronyfinancial\",\"https:\/\/twitter.com\/synchrony\",\"https:\/\/www.youtube.com\/synchronyfinancial\",\"https:\/\/www.instagram.com\/synchrony\",\"https:\/\/www.linkedin.com\/company\/synchrony-financial\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/0c98fd628c9e0d5652c8704e1b850ebf\",\"name\":\"Marvin Farley\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g\",\"caption\":\"Marvin Farley\"},\"description\":\"Guest author Marvin Farley has meticulously crafted and revised this article to the best of their knowledge and understanding. Readers are strongly advised to exercise caution, verify information independently, and rely on their own judgment when considering the information provided. Read more articles on Namso Gen here.\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Is lower value of AIC better?","description":"Is lower value of AIC better? When it comes to statistical models, one common criterion used for model selection is the Akaike Information Criterion","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:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/","og_locale":"en_US","og_type":"article","og_title":"Is lower value of AIC better?","og_description":"Is lower value of AIC better? When it comes to statistical models, one common criterion used for model selection is the Akaike Information Criterion","og_url":"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/","og_site_name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","article_publisher":"https:\/\/www.facebook.com\/synchronyfinancial","article_published_time":"2024-06-27T16:06:39+00:00","og_image":[{"width":1200,"height":630,"url":"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2024\/03\/faq.png","type":"image\/png"}],"author":"Marvin Farley","twitter_card":"summary_large_image","twitter_creator":"@synchrony","twitter_site":"@synchrony","twitter_misc":{"Written by":"Marvin Farley","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#article","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/"},"author":{"name":"Marvin Farley","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/0c98fd628c9e0d5652c8704e1b850ebf"},"headline":"Is lower value of AIC better?","datePublished":"2024-06-27T16:06:39+00:00","dateModified":"2024-06-27T16:06:39+00:00","mainEntityOfPage":{"@id":"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/"},"wordCount":698,"commentCount":0,"publisher":{"@id":"https:\/\/namso-gen.co\/blog\/#organization"},"articleSection":["Learn"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/","url":"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/","name":"Is lower value of AIC better?","isPartOf":{"@id":"https:\/\/namso-gen.co\/blog\/#website"},"datePublished":"2024-06-27T16:06:39+00:00","dateModified":"2024-06-27T16:06:39+00:00","description":"Is lower value of AIC better? When it comes to statistical models, one common criterion used for model selection is the Akaike Information Criterion","breadcrumb":{"@id":"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/namso-gen.co\/blog\/is-lower-value-of-aic-better-2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/namso-gen.co\/blog\/"},{"@type":"ListItem","position":2,"name":"Is lower value of AIC better?"}]},{"@type":"WebSite","@id":"https:\/\/namso-gen.co\/blog\/#website","url":"https:\/\/namso-gen.co\/blog\/","name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","description":"In Namso gen blog you can get many tips regarding to Credit cards, VCC, Credit card security etc. You can generate credit cards by using Namso-gen.co","publisher":{"@id":"https:\/\/namso-gen.co\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/namso-gen.co\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/namso-gen.co\/blog\/#organization","name":"Namso Gen Blog - Free Credit Card Generator [100% Valid]","url":"https:\/\/namso-gen.co\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2020\/07\/namso-gen-logo.png","contentUrl":"https:\/\/namso-gen.co\/blog\/wp-content\/uploads\/2020\/07\/namso-gen-logo.png","width":500,"height":164,"caption":"Namso Gen Blog - Free Credit Card Generator [100% Valid]"},"image":{"@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/synchronyfinancial","https:\/\/twitter.com\/synchrony","https:\/\/www.youtube.com\/synchronyfinancial","https:\/\/www.instagram.com\/synchrony","https:\/\/www.linkedin.com\/company\/synchrony-financial"]},{"@type":"Person","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/0c98fd628c9e0d5652c8704e1b850ebf","name":"Marvin Farley","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/namso-gen.co\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g","caption":"Marvin Farley"},"description":"Guest author Marvin Farley has meticulously crafted and revised this article to the best of their knowledge and understanding. Readers are strongly advised to exercise caution, verify information independently, and rely on their own judgment when considering the information provided. Read more articles on Namso Gen here."}]}},"_links":{"self":[{"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts\/234208","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/users\/58"}],"replies":[{"embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/comments?post=234208"}],"version-history":[{"count":0,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/posts\/234208\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/media\/107420"}],"wp:attachment":[{"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/media?parent=234208"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/categories?post=234208"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/namso-gen.co\/blog\/wp-json\/wp\/v2\/tags?post=234208"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}