Draft:Statistical Product and Service Software Automatically
{{AFC submission|d|v|u=Amanda2024|ns=118|decliner=DoubleGrazing|declinets=20250102084807|ts=20250102083840}}
{{AFC submission|d|v|u=SPSSAU|ns=118|decliner=Idoghor Melody|declinets=20250102062852|reason2=corp|small=yes|ts=20250102062555}}
{{AFC comment|1=Sorry, but I do not find these references credible. When this draft was last declined, the 'Version Iteration' section was entirely supported by the SPSSAU website. Now the content is the same, but everything is suddenly supported by different sources? And scanning those sources, they all seem to be scientific papers about unrelated matters, not about the subject of this draft. My guess (and it is only that, given that the sources have been cited in a manner that makes them very difficult to check) is that they either make passing mentions of SPSSAU, or else are entirely hallucinatory. DoubleGrazing (talk) 08:48, 2 January 2025 (UTC)}}
----
{{Short description|Online data analysis site}}
{{Draft topics|mathematics}}
{{AfC topic|stem}}
SPSSAU (Statistical Product and Service Software Automatically). belongs to the website of Beijing Green Silk Technology Co., Ltd . SPSSAU is divided into 13 modules, with a total of 500 types of algorithms, which help data science research. SPSSAU algorithms are General Research Algorithms, Data Processing Functions, Questionnaire Research Algorithms, Advanced Algorithms, Visualization Research Algorithms and Medical Experimental Research.{{Cite journal |title=Analysis of Influencing Factors of Nursing Effect of Vitrectomy Combined with Intraocular Tamponade Based on SPSSAU Software |url=https://www.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFD&dbname=CJFDLAST2021&filename=RJZZ202011014&uniplatform=OVERSEA&v=6aB4CEw4Citzlbl9WEHmteLzCmGeHBaP3Rmv7NWmrgaJ_96kXj1SWVHjV5Ls-1QW |journal=Software}}{{Cite journal |title=On the Influencing Factors and Guiding Strategies of College Students' Learning Engagement——An Intelligent Analysis Based on Online SPSSAU System |url=https://www.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFD&dbname=CJFDLAST2022&filename=YANG202203010&uniplatform=OVERSEA&v=izkxdINcd__APSoMm9fZpvJOFqJLgpBmy_f3XLU3Sku4n_8qv4YtvjdfP-2Z1rdw |journal=Education Research Monthly}}
| class="wikitable"
|+Website of Beijing Green Silk Technology Co. !Site name !Headquarters Location !Site slogan !Site Language |
| SPSSAU
|Beijing |Data science, just a click! |Chinese, English |
Version Iteration
SPSSAU24.0
Newly added Power efficacy analysis module, which provides sample size calculation and efficacy analysis including mean difference/rate difference/variance/correlation/linear regression methods. And the Delphi delphi expert scoring method, fuzzy hierarchical evaluation method FAHP and best worst BWM weighting method are newly added. The machine learning module newly adds integrated learning algorithms such as GBDT, AdaBoost, CatBoost, Extreme Random Tree and LightGBM. Support output three-line table function when downloading EXCEL table, etc. In addition, spatial measurement module and text analysis module are added.{{Cite web |title=SPSS_SPSSAU_Version |url=https://spssau.net/helps/version/version.html |access-date=2025-01-02 |website=spssau.net}}
SPSSAU23.0
Add several new algorithms and optimize many methods, as well as on-line institutional version and meta meta-analysis section.XIA Zhenyao,NI Yuanzhen,LIU Deyu,WANG Di & XIAO Hai.(2024).Impact of wetting-drying cycles and acidic conditions on the soil aggregate stability of yellow-brown soil.Journal of Mountain Science(06),2075-2090.
Newly added fisher's chi-square calculation, SBM model and so on. Optimized methods include data coding and 'tag synchronization' function, searching analysis results by date and search method function, and various internal algorithms. We also launched the organization version, which serves the organization for various management and services. Optimize various function points, etc. And add Meta meta-analysis module to provide perfect meta-analysis function and indicator output.YAN Shan-chun,WU Hong-fei,ZHENG Lin,TAN Ming-tao & JIANG Dun.(2023).Cadmium(Cd) exposure through Hyphantria cunea pupae reduces the parasitic fitness of Chouioia cunea: A potential risk to its biocontrol efficiency.Journal of Integrative Agriculture(10),3103-3114.
SPSSAU22.0
Add many new method functions, etc.YU Shan,DU Wala,ZHANG Xiang,HONG Ying,LIU Yang,HONG Mei & CHEN Siyu.(2023).Spatiotemporal Changes in NDVI and Its Driving Factors in the Kherlen River Basin.Chinese Geographical Science(02),377-392.
McDonald Omega and theta reliability coefficients are newly added to the reliability analysis, the new extreme complexity duncan test and SNK Q test are added to the post hoc multiple comparisons, the small probability p-value is added to the gray prediction, and the generalized correlation is added to the gray correlation method; as well as adding the date-related processing, Johnson conversion, and so on, as well as updating the function of the data processing module, and updating the function of the account center, and so on. Updates, etc.Honghua SHI,Liting YIN & Meng GAO.(2021).Landscape changes and their ecological effects of Miaodao Archipelago with human disturbances and under natural conditions in the past 30 years.Journal of Oceanology and Limnology(03),955-978.
SPSSAU21.0
Add several new algorithms and test functions, and optimize the interactive experience.Zhidan Xiao,Chao Yang,Chuanliang Liu,Lianming Yang,Shuhong Yang,Jun Zhou... & Wenjin Shen.(2020).SINAT E3 ligases regulate the stability of the ESCRT component FREE1 in response to iron deficiency in plants.Journal of Integrative Plant Biology(09),1399-1417.
Newly added comprehensive evaluation algorithms, including the data envelopment method DEA, DEMATEL, Vikor, etc., and new Lasso regression, non-linear regression, HLM multilevel model, and so on. Functional optimization: add the trend chi-square test function to the chi-square test, as well as add the Zou Zhizhuang Chow test to the group regression, and optimize the data input interaction of the AHP hierarchical analysis method.Gao Q, Li HJ, Chen Y, Ji WX, Ma LL. Impact analysis of the driver's license-type scoring system in the quality management of hospital medical records: An observational study. Medicine (Baltimore). 2024 Oct 18;103(42):e40101. doi: 10.1097/MD.0000000000040101. PMID: 39432653; PMCID: PMC11495785.
SPSSAU20.0
Add discriminant analysis, correspondence analysis, summary t-test, mean and ratio z-test, quantile regression and so on.He F, Liang Y, Gong X, Wang A, Zhang W. Transcultural Adaptation of Tibetan Nursing Trainees: A Case Study of "9+3" Vocational Technical Students in Sichuan Province, China. Med Sci Monit. 2021 Jun 6;27:e931729. doi: 10.12659/MSM.931729. PMID: 34092780; PMCID: PMC8191521.
Linear discriminant analysis is used for predicting data categories, correspondence analysis is used for graphical presentation of data relationships, summary t-test, mean and ratio z-test are used for quick calculations in medical experiments, quantile regression can be used for stability tests and in-depth study of the influence of data relationships.Gao Q, Li HJ, Chen Y, Ji WX, Ma LL. Impact analysis of the driver's license-type scoring system in the quality management of hospital medical records: An observational study. Medicine (Baltimore). 2024 Oct 18;103(42):e40101. doi: 10.1097/MD.0000000000040101. PMID: 39432653; PMCID: PMC11495785.
SPSSAU19.0.
Add validated factor analysis and measurement research algorithms.Sun P, Lu M, Luan F, Wang Y. A 2-Stage Surgical Method to Treat Cup-Shaped Ears: The Outer Helix Reconstruction Method. J Craniofac Surg. 2022 Nov-Dec 01;33(8):2609-2612. doi: 10.1097/SCS.0000000000008714. Epub 2022 Aug 2. PMID: 36409879.
Validated factor analysis is added for validation of aggregation and discriminant validity, and validation of common method variance CMV, etc. Measurement research algorithms are added for measuring and solving the problem of heteroscedasticity.Lu QP, Wu Y, Mao XD, Wan HJ, Shao J, Yu QK, Zhang W, Zhao Y, Wang CY. Continuous quality improvement project to reduce the downtime of medical linear accelerators: A case study at Zhejiang Cancer Hospital. Heliyon. 2024 May 3;10(9):e30668. doi: 10.1016/j.heliyon.2024.e30668. PMID: 38774097; PMCID: PMC11107096.
References
{{reflist}}