{"id":78226,"date":"2025-05-22T19:41:38","date_gmt":"2025-05-22T19:41:38","guid":{"rendered":"http:\/\/bangla.sitestree.com\/?p=78226"},"modified":"2025-06-08T21:34:01","modified_gmt":"2025-06-08T21:34:01","slug":"factors-variables-to-consider-for-experimental-design-for-data-analytics-projects","status":"publish","type":"post","link":"http:\/\/bangla.sitestree.com\/?p=78226","title":{"rendered":"Factors\/Variables to Consider For Experimental Design for Data Analytics Projects"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p><strong>Design of experiments fishbone<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"416\" src=\"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-27.png?resize=750%2C416\" alt=\"\" class=\"wp-image-78227\" srcset=\"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-27.png?w=945 945w, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-27.png?resize=300%2C166 300w, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-27.png?resize=768%2C426 768w, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-27.png?resize=750%2C416 750w\" sizes=\"auto, (max-width: 750px) 100vw, 750px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>REF: <strong>[1]. <\/strong>Gregory S. Nelson. <strong>The Analytics Lifecycle Toolkit: A Practical Guide for<\/strong> <strong>an Effective&nbsp; Analytics Capability, <\/strong>&nbsp;John Wiley &amp; Sons \u00a9 2018 . Chapter 6 &#8211; Problem Framing<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Data Analytics, Machine Learning<\/p>\n\n\n\n<p>Data Analytics, Machine Learning, Data Science<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Design of experiments fishbone REF: [1]. Gregory S. Nelson. The Analytics Lifecycle Toolkit: A Practical Guide for an Effective&nbsp; Analytics Capability, &nbsp;John Wiley &amp; Sons \u00a9 2018 . Chapter 6 &#8211; Problem Framing Data Analytics, Machine Learning Data Analytics, Machine Learning, Data Science<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1974,1],"tags":[],"class_list":["post-78226","post","type-post","status-publish","format-standard","hentry","category-analytics-and-machine-learning-project-development","category-root","item-wrap"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":78200,"url":"http:\/\/bangla.sitestree.com\/?p=78200","url_meta":{"origin":78226,"position":0},"title":"Experimental Design Examples (Data Analytics Projects)","author":"Sayed","date":"May 21, 2025","format":false,"excerpt":"Data Analytics, Machine Learning, Data Science","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=700%2C400 2x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=1050%2C600 3x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-16.png?resize=1400%2C800 4x"},"classes":[]},{"id":78220,"url":"http:\/\/bangla.sitestree.com\/?p=78220","url_meta":{"origin":78226,"position":1},"title":"Data Analytics Project: Problem Framing and Project Lifecycle","author":"Sayed","date":"May 22, 2025","format":false,"excerpt":"REF: Internet and Gregory S. Nelson. The Analytics Lifecycle Toolkit: A Practical Guide fo an Effective\u00a0 Analytics Capability, \u00a0John Wiley & Sons \u00a9 2018 . Chapter 6 - Problem Framing Data Analytics, Machine Learning Data Analytics, Machine Learning, Data Science","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-25.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-25.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-25.png?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-25.png?resize=700%2C400 2x"},"classes":[]},{"id":78231,"url":"http:\/\/bangla.sitestree.com\/?p=78231","url_meta":{"origin":78226,"position":2},"title":"Make Sense of your Data: For Data Analytics Project","author":"Sayed","date":"May 22, 2025","format":false,"excerpt":"Hypothesis-based versus data-driven analysis \u201cOnly those data analysts who are given time to explore and analyze data thoughtfully and thoroughly are consistently successful.\u201d Data Identification and Prioritization Use Augmented data besides Data Pipeline Analytics Sandbox Characterizing the Data\u2014Exploring a Single Variable Data: Descriptive analysis options Find: Distribution of quantitative variables\u2026","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-36.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-36.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-36.png?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-36.png?resize=700%2C400 2x"},"classes":[]},{"id":78171,"url":"http:\/\/bangla.sitestree.com\/?p=78171","url_meta":{"origin":78226,"position":3},"title":"Data Analytics Concepts and Methods","author":"Sayed","date":"May 17, 2025","format":false,"excerpt":"What is Analysis? [1] \u2022 \u201cA comprehensive, data-driven strategy for problem solving\u201d Analytics \u2022 \u201cAnalytics uses logic,\u00a0inductive and deductive reasoning,\u00a0critical thinking, and quantitative methods along with data to examine phenomena and determine its essential features\u201d \u2022 \"any solution that supports the identification of meaningful patterns and relationships among data.\" CONCEPTS\u2026","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=350%2C200 1x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=525%2C300 1.5x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=700%2C400 2x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=1050%2C600 3x, https:\/\/i0.wp.com\/bangla.sitestree.com\/wp-content\/uploads\/2025\/05\/image-8.png?resize=1400%2C800 4x"},"classes":[]},{"id":78262,"url":"http:\/\/bangla.sitestree.com\/?p=78262","url_meta":{"origin":78226,"position":4},"title":"Examples: Experiment Design","author":"Sayed","date":"May 22, 2025","format":false,"excerpt":"Experiment 1: Forecast the\u00a0nations that will have the most suicides,\u00a0 Data: Output variables: Method\/Algorithm for this experiment Experiment 2: Find out the association of GDP and population size on suicide rates, Data: Output variables: Method\/Algorithm for this experiment Experiment design 3: Predict which age groups are most prone to commit\u2026","rel":"","context":"In &quot;Analytics and Machine Learning Project Development&quot;","block_context":{"text":"Analytics and Machine Learning Project Development","link":"http:\/\/bangla.sitestree.com\/?cat=1974"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":24959,"url":"http:\/\/bangla.sitestree.com\/?p=24959","url_meta":{"origin":78226,"position":5},"title":"How Health Care Analytics Improves Patient Care #Root","author":"Author-Check- Article-or-Video","date":"April 14, 2021","format":false,"excerpt":"How Health Care Analytics Improves Patient Care https:\/\/healthinformatics.uic.edu\/blog\/how-health-care-analytics-improves-patient-care\/ -- What is Health Analytics? https:\/\/www.evariant.com\/faq\/what-is-health-analytics Why Is Data Analytics Important in Healthcare? https:\/\/www.dataversity.net\/data-analytics-important-healthcare\/# The opportunities and challenges of data analytics in health care https:\/\/www.brookings.edu\/research\/the-opportunities-and-challenges-of-data-analytics-in-health-care\/ 12 Examples of Big Data Analytics In Healthcare That Can Save People https:\/\/www.datapine.com\/blog\/big-data-examples-in-healthcare\/ Three Principles for Making\u2026","rel":"","context":"In &quot;FromSitesTree.com&quot;","block_context":{"text":"FromSitesTree.com","link":"http:\/\/bangla.sitestree.com\/?cat=1917"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/78226","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=78226"}],"version-history":[{"count":2,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/78226\/revisions"}],"predecessor-version":[{"id":78275,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=\/wp\/v2\/posts\/78226\/revisions\/78275"}],"wp:attachment":[{"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=78226"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=78226"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/bangla.sitestree.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=78226"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}