[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-187378-en":3,"doc-seo-187378-105":30,"detail-sidebar-cat-1-en-105":89},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":11,"category_id":12,"category_name":13,"doc_title":14,"doc_description":15,"doc_content":16,"file_id":17,"file_url":18,"file_type":19,"file_size":20,"view_count":11,"is_deleted":4,"is_public":11,"is_downloadable":11,"audit_status":11,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":15,"update_tm":28,"read_time":29},187378,549768702563,"Fahsai","https://ap-avatar.wpscdn.com/avatar/8000c4aa63b76e948b?x-image-process=image/resize,m_fixed,w_180,h_180&k=1786536092046926083",1,158,"General","itmconf-iscpms2024-01005","This document presents the results of various statistical tests performed to assess the randomness of a sequence of data. The tests include Monobit Frequency Test, Frequency Test within a Block, Run Test, Longest Run of Ones in a Block, Binary Matrix Rank Test, Discrete Fourier Transform (Spectral) Test, Non-Overlapping Template Matching Test, Overlapping Template Matching Test, Maurer’s Universal Statistical Test, Linear Complexity Test Serial, Serial Test, Approximate Entropy Test, Cumulative Sums (Forward) Test, Cumulative Sums (Reserve) Test, Random Excursions Test, and Random Excursions Variant Test. Each test provides a P-Value and a Conclusion regarding the data's randomness. The majority of the tests conclude that the data is random, with P-Values generally falling within acceptable ranges for randomness, except for the Cumulative Sums (Forward) Test, which shows a P-Value of 0.0475, indicating a potential deviation from randomness in that specific aspect. The document appears to be a technical report or a section of a larger study focused on cryptography or data security, where the quality of random number generation is critical.","| Type of Test | P-Value | Conclusion |\n| --- | --- | --- |\n| Frequency Test (Monobit) | 0.1378089205910381 | Random |\n| Frequency Test within a Block | 0.8476988583858784 | Random |\n| Run Test | 0.8777689456322431 | Random |\n| Longest Run of Ones in a Block | 0.5619840183848979 | Random |\n| Binary Matrix Rank Test | 0.5201621952939345 | Random |\n| Discrete Fourier Transform (Spectral) Test | 0.9341778199756322 | Random |\n| Non-Overlapping Template Matching Test | 0.11454848936970671 | Random |\n| Overlapping Template Matching Test | 0.14793005479093957 | Random |\n| Maurer’s Universal Statistical Test | 0.7065355312495885 | Random |\n| Linear Complexity Test Serial | 0.6928878429130652 | Random |\n| Serial Test | 0.4795679645403097 0.814744388811974 | Random\u003Cbr>Random |\n| Approximate Entropy Test | 0.7439705495984551 | Random |\n| Cumulative Sums (Forward) Test | 0.04751851410116755 | Random |\n| Cumulative Sums (Reserve) Test | 0.25500776056476404 | Random |\n| Random Excurcions Test | 0.5673568276662320 | Random |\n| Random Excurcions Varian Test | 0.6580912761789920 | Random |","cbCaioJvUfT08cyF","https://ap.wps.com/l/cbCaioJvUfT08cyF","pdf",416075,8,"English","en",105,"","[{\"question\":\"What is the purpose of the statistical tests presented in this document?\",\"answer\":\"The statistical tests are performed to evaluate the randomness of a data sequence, which is crucial for applications like cryptography and secure data generation.\"},{\"question\":\"Which test showed the lowest P-value and what does it imply?\",\"answer\":\"The Cumulative Sums (Forward) Test showed the lowest P-value (0.0475), suggesting a potential deviation from randomness in that particular evaluation metric.\"},{\"question\":\"What is the overall conclusion regarding the randomness of the data based on these tests?\",\"answer\":\"Based on the majority of the tests conducted, the data is concluded to be random, with most P-values falling within the acceptable range for statistical randomness.\"}]","itmconf-iscpms2024-01005 | PDF",1788382669,3,{"code":4,"msg":31,"data":32},"ok",{"site_id":24,"language":23,"slug":14,"title":14,"keywords":25,"description":15,"schema_data":33,"social_meta":84,"head_meta":86,"extra_data":88,"updated_unix":28},{"@graph":34,"@context":83},[35,51,66],{"@type":36,"itemListElement":37},"BreadcrumbList",[38,42,46,48],{"item":39,"name":40,"@type":41,"position":11},"https://docshare.wps.com","Home","ListItem",{"item":43,"name":44,"@type":41,"position":45},"https://docshare.wps.com/template/","Template",2,{"item":47,"name":13,"@type":41,"position":29},"https://docshare.wps.com/template/general/",{"item":49,"name":14,"@type":41,"position":50},"https://docshare.wps.com/template/itmconf-iscpms2024-01005/187378/",4,{"url":49,"name":14,"@type":52,"author":53,"headline":14,"publisher":55,"fileFormat":58,"inLanguage":23,"description":15,"dateModified":59,"datePublished":60,"encodingFormat":58,"isAccessibleForFree":61,"interactionStatistic":62},"DigitalDocument",{"name":9,"@type":54},"Person",{"url":39,"name":56,"@type":57},"DocShare","Organization","application/pdf","2026-09-06","2026-09-02",true,{"@type":63,"interactionType":64,"userInteractionCount":11},"InteractionCounter",{"@type":65},"ViewAction",{"@type":67,"mainEntity":68},"FAQPage",[69,75,79],{"name":70,"@type":71,"acceptedAnswer":72},"What is the purpose of the statistical tests presented in this document?","Question",{"text":73,"@type":74},"The statistical tests are performed to evaluate the randomness of a data sequence, which is crucial for applications like cryptography and secure data generation.","Answer",{"name":76,"@type":71,"acceptedAnswer":77},"Which test showed the lowest P-value and what does it imply?",{"text":78,"@type":74},"The Cumulative Sums (Forward) Test showed the lowest P-value (0.0475), suggesting a potential deviation from randomness in that particular evaluation metric.",{"name":80,"@type":71,"acceptedAnswer":81},"What is the overall conclusion regarding the randomness of the data based on these tests?",{"text":82,"@type":74},"Based on the majority of the tests conducted, the data is concluded to be random, with most P-values falling within the acceptable range for statistical 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