Neutrosophic analysis of variance: application to university students
The existing analysis of variance (ANOVA) test cannot be applied when the sample is selected from the population having come imprecise, fuzzy and uncertain observations. The neutrosophic statistics will be applied to analyze the data having uncertain observations or the parameters. In this paper, we...
Saved in:
| Published in: | Complex & intelligent systems Vol. 5; no. 4; pp. 403 - 407 |
|---|---|
| Main Author: | |
| Format: | Journal Article |
| Language: | English |
| Published: |
Cham
Springer International Publishing
01.12.2019
Springer Nature B.V |
| Subjects: | |
| ISSN: | 2199-4536, 2198-6053 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | The existing analysis of variance (ANOVA) test cannot be applied when the sample is selected from the population having come imprecise, fuzzy and uncertain observations. The neutrosophic statistics will be applied to analyze the data having uncertain observations or the parameters. In this paper, we will introduce the neutrosophic analysis of variance (NANONA). The NANONA is an extension of the classical ANOVA. We presented the NANONA table. We performed the NANONA to test teaching methods using data collected from the university students. |
|---|---|
| AbstractList | The existing analysis of variance (ANOVA) test cannot be applied when the sample is selected from the population having come imprecise, fuzzy and uncertain observations. The neutrosophic statistics will be applied to analyze the data having uncertain observations or the parameters. In this paper, we will introduce the neutrosophic analysis of variance (NANONA). The NANONA is an extension of the classical ANOVA. We presented the NANONA table. We performed the NANONA to test teaching methods using data collected from the university students. |
| Author | Aslam, Muhammad |
| Author_xml | – sequence: 1 givenname: Muhammad orcidid: 0000-0003-0644-1950 surname: Aslam fullname: Aslam, Muhammad email: aslam_ravian@hotmail.com organization: Department of Statistics, Faculty of Science, King Abdulaziz University |
| BookMark | eNp9kEtLxDAUhYMoOI7zA9wVXFdvHm1adzKMDxh0o-uQpqlmqElN0oH592amgiDo4nLv4nyXc84ZOrbOaoQuMFxhAH4dGHDGc8B1GuA5OUIzgusqL6Ggx4e7zllBy1O0CGEDAJjzigKZodWTHqN3wQ3vRmXSyn4XTMhcl22lN9IqfZPJYeiNktE4m0WXjdZstQ8m7rIQx1bbGM7RSSf7oBffe45e71Yvy4d8_Xz_uLxd54pREnNMMW5wAV1dlW2luKYSgyqI4rhRnWy4LinmHRRlw3hLWtq0qtWKYZniaVbRObqc_g7efY46RLFxo0-mgyAUQ13ykkFS8UmlUrDgdSeUiQf70UvTCwxiX5uYahOpNrGvLb2YI_yLHLz5kH73L0MmJiStfdP-x9Pf0BfOnIGe |
| CitedBy_id | crossref_primary_10_1134_S1995080222140219 crossref_primary_10_1155_2020_3690879 crossref_primary_10_1080_02331888_2022_2154354 crossref_primary_10_1038_s41598_023_47234_1 crossref_primary_10_1007_s40747_021_00383_0 crossref_primary_10_1155_2021_7373620 crossref_primary_10_3389_fams_2025_1658157 crossref_primary_10_1007_s12647_020_00428_8 crossref_primary_10_3390_math9060667 crossref_primary_10_3390_su16145998 crossref_primary_10_1002_qre_3066 crossref_primary_10_1155_2021_5527845 crossref_primary_10_1038_s41598_021_97344_x crossref_primary_10_1155_2021_6564006 crossref_primary_10_1007_s10639_022_11154_w crossref_primary_10_1038_s41598_023_36053_z crossref_primary_10_1007_s40747_020_00220_w crossref_primary_10_1080_22797254_2021_1886597 crossref_primary_10_1007_s40314_022_01820_7 crossref_primary_10_1007_s00500_021_05661_0 crossref_primary_10_1007_s00500_023_08025_y crossref_primary_10_1038_s41598_024_60714_2 crossref_primary_10_1080_13640461_2022_2115724 crossref_primary_10_1007_s40747_023_01182_5 crossref_primary_10_35193_bseufbd_1521559 crossref_primary_10_1007_s41060_025_00798_9 crossref_primary_10_1155_2021_7961306 crossref_primary_10_3233_JIFS_223636 crossref_primary_10_1038_s41598_024_68323_9 crossref_primary_10_1371_journal_pone_0272378 crossref_primary_10_1038_s41598_023_40992_y crossref_primary_10_1177_00045632211006453 crossref_primary_10_1007_s13571_025_00369_9 crossref_primary_10_1155_2021_8837044 crossref_primary_10_1080_00224065_2025_2509618 crossref_primary_10_1155_2020_6662389 crossref_primary_10_1109_ACCESS_2022_3207188 crossref_primary_10_1080_02331888_2021_2013845 crossref_primary_10_1186_s12874_021_01410_x crossref_primary_10_1007_s40314_022_01973_5 crossref_primary_10_23919_JSEE_2024_000055 crossref_primary_10_1080_15366367_2023_2267835 crossref_primary_10_3390_app112411856 crossref_primary_10_1080_00949655_2022_2108423 crossref_primary_10_1080_27684830_2025_2474774 crossref_primary_10_1186_s40537_024_00970_1 crossref_primary_10_1038_s41598_024_53451_z crossref_primary_10_1007_s00500_021_05932_w crossref_primary_10_3390_stats5030045 crossref_primary_10_3389_fenrg_2022_890250 crossref_primary_10_1155_2021_5582102 crossref_primary_10_1007_s40747_021_00439_1 crossref_primary_10_1080_16583655_2019_1700675 crossref_primary_10_1007_s00500_020_04964_y crossref_primary_10_1007_s12647_021_00436_2 crossref_primary_10_1016_j_jksus_2020_06_008 crossref_primary_10_1371_journal_pone_0276695 crossref_primary_10_1186_s12874_021_01400_z crossref_primary_10_3233_JIFS_223539 |
| Cites_doi | 10.1016/j.asoc.2012.03.033 10.3139/120.110665 10.1007/s00521-018-3404-6 10.1007/s40747-018-0088-6 10.1007/978-3-319-51281-5_12 10.3390/sym9100208 10.1016/j.future.2018.06.024 10.1016/j.csda.2010.06.013 10.1016/j.powtec.2008.04.036 10.3390/sym10050132 10.3390/sym9070123 10.1016/j.cogsys.2018.10.023 10.5391/IJFIS.2017.17.1.43 10.3390/sym10040116 10.1016/j.future.2018.08.035 10.1007/s10617-018-9203-6 10.1046/j.1475-1313.2002.00020.x 10.1016/j.future.2018.03.014 10.1016/j.chemolab.2010.11.006 10.1137/16M1088545 10.3233/JIFS-169525 10.3233/JIFS-171952 10.1007/978-3-642-04020-7_19 |
| ContentType | Journal Article |
| Copyright | The Author(s) 2019 The Author(s) 2019. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
| Copyright_xml | – notice: The Author(s) 2019 – notice: The Author(s) 2019. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
| DBID | C6C AAYXX CITATION 8FE 8FG ABUWG AFKRA ARAPS AZQEC BENPR BGLVJ CCPQU DWQXO HCIFZ P5Z P62 PHGZM PHGZT PIMPY PKEHL PQEST PQGLB PQQKQ PQUKI PRINS |
| DOI | 10.1007/s40747-019-0107-2 |
| DatabaseName | Springer Nature OA Free Journals CrossRef ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) ProQuest Central UK/Ireland Advanced Technologies & Computer Science Collection ProQuest Central Essentials ProQuest Central Technology Collection ProQuest One Community College ProQuest Central SciTech Premium Collection Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Premium ProQuest One Academic (New) Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition ProQuest Central China |
| DatabaseTitle | CrossRef Publicly Available Content Database Advanced Technologies & Aerospace Collection Technology Collection ProQuest One Academic Middle East (New) ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest One Academic Eastern Edition ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Technology Collection ProQuest SciTech Collection ProQuest Central China ProQuest Central Advanced Technologies & Aerospace Database ProQuest One Applied & Life Sciences ProQuest One Academic UKI Edition ProQuest Central Korea ProQuest Central (New) ProQuest One Academic ProQuest One Academic (New) |
| DatabaseTitleList | Publicly Available Content Database |
| Database_xml | – sequence: 1 dbid: PIMPY name: Publicly Available Content Database url: http://search.proquest.com/publiccontent sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Mathematics |
| EISSN | 2198-6053 |
| EndPage | 407 |
| ExternalDocumentID | 10_1007_s40747_019_0107_2 |
| GroupedDBID | 0R~ 8FE 8FG AAJSJ AAKKN ABEEZ ABFTD ACACY ACGFS ACULB ADINQ ADMLS AFGXO AFKRA AHBYD AHSBF AHYZX ALMA_UNASSIGNED_HOLDINGS AMKLP ARAPS ASPBG AVWKF BAPOH BENPR BGLVJ C24 C6C CCPQU EBLON EBS EJD GROUPED_DOAJ HCIFZ IAO ISR ITC M~E OK1 P62 PIMPY PROAC RSV SOJ AASML AAYXX AFFHD CITATION PHGZM PHGZT PQGLB ABUWG AZQEC DWQXO PKEHL PQEST PQQKQ PQUKI PRINS |
| ID | FETCH-LOGICAL-c432t-1311b150f986d8c7e3a10c52c71bcfab7e6317f056b47d2d3bdcdec41a747e483 |
| IEDL.DBID | C24 |
| ISICitedReferencesCount | 78 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000493607800006&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 2199-4536 |
| IngestDate | Wed Oct 08 14:21:08 EDT 2025 Sat Nov 29 05:48:55 EST 2025 Tue Nov 18 21:38:42 EST 2025 Fri Feb 21 02:35:52 EST 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 4 |
| Keywords | Classical statistics Uncertainty Neutrosophic statistics ANOVA NANONA |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c432t-1311b150f986d8c7e3a10c52c71bcfab7e6317f056b47d2d3bdcdec41a747e483 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| ORCID | 0000-0003-0644-1950 |
| OpenAccessLink | https://link.springer.com/10.1007/s40747-019-0107-2 |
| PQID | 2310967640 |
| PQPubID | 2044308 |
| PageCount | 5 |
| ParticipantIDs | proquest_journals_2310967640 crossref_citationtrail_10_1007_s40747_019_0107_2 crossref_primary_10_1007_s40747_019_0107_2 springer_journals_10_1007_s40747_019_0107_2 |
| PublicationCentury | 2000 |
| PublicationDate | 20191200 2019-12-00 20191201 |
| PublicationDateYYYYMMDD | 2019-12-01 |
| PublicationDate_xml | – month: 12 year: 2019 text: 20191200 |
| PublicationDecade | 2010 |
| PublicationPlace | Cham |
| PublicationPlace_xml | – name: Cham – name: Heidelberg |
| PublicationTitle | Complex & intelligent systems |
| PublicationTitleAbbrev | Complex Intell. Syst |
| PublicationYear | 2019 |
| Publisher | Springer International Publishing Springer Nature B.V |
| Publisher_xml | – name: Springer International Publishing – name: Springer Nature B.V |
| References | Chen, Ye, Du (CR14) 2017; 9 Jiryaei, Parchami, Mashinchi (CR19) 2013; 4 Abdel-Basset, Atef, Smarandache (CR1) 2018 Aslam (CR11) 2019 Abdel-Basset, Manogaran, Gamal (CR4) 2018; 22 Aslam (CR10) 2018; 10 Abdel-Basset, Gunasekaran, Mohamed (CR3) 2018 Abdel-Basset, Mohamed, Smarandache (CR7) 2018; 10 Chen, Ye, Du, Yong (CR15) 2017; 9 Abdel-Basset, Manogaran, Mohamed, Chilamkurti (CR5) 2018; 89 Ulusoy (CR29) 2008; 188 Abdel-Basset, Gunasekaran, Mohamed, Chilamkurti (CR2) 2019; 90 CR30 González-Rodríguez, Colubi, Gil (CR18) 2012; 56 Niedoba, Pięta (CR22) 2016; 23 Abdel-Basset, Zhou, Mohamed, Chang (CR8) 2018; 34 Blanco-Fernández, Casals, Colubi, Corral, Garcıa-Bárzana, Gil, González-Rodrıguez, López, Lubiano, Montenegro (CR12) 2013; 10 De Andres-Sánchez (CR16) 2012; 12 Lee, Jung, Yoon, Choi (CR20) 2017; 17 García, Kalenatic, Bello, Huang, Jo, Lee, Kang, Bevilacqua (CR17) 2009 Parthiban, Gajivaradhan (CR24) 2016; 11 Borgonovo, Morris, Plischke (CR13) 2018; 6 Abdel-Basset, Mohamed, Chang (CR6) 2018; 86 CR26 Armstrong, Eperjesi, Gilmartin (CR9) 2002; 22 Ozturk (CR23) 2014; 56 Lin, Arbaiy, Hamid, Herawan, Ghazali, Nawi, Deris (CR21) 2017 Peña, Cerrada, Alvarez, Jadán, Lucero, Milton, Guamán, Sánchez (CR25) 2018; 34 Smarandache (CR27) 2014 Tarrío-Saavedra, Naya, Francisco-Fernández, Artiaga, Lopez-Beceiro (CR28) 2011; 105 G González-Rodríguez (107_CR18) 2012; 56 A Blanco-Fernández (107_CR12) 2013; 10 J Chen (107_CR15) 2017; 9 M Abdel-Basset (107_CR5) 2018; 89 S Parthiban (107_CR24) 2016; 11 107_CR30 W-J Lee (107_CR20) 2017; 17 M Abdel-Basset (107_CR6) 2018; 86 M Abdel-Basset (107_CR7) 2018; 10 M Abdel-Basset (107_CR2) 2019; 90 PC Lin (107_CR21) 2017 M Aslam (107_CR10) 2018; 10 E Borgonovo (107_CR13) 2018; 6 M Peña (107_CR25) 2018; 34 S Ozturk (107_CR23) 2014; 56 J Tarrío-Saavedra (107_CR28) 2011; 105 107_CR26 U Ulusoy (107_CR29) 2008; 188 T Niedoba (107_CR22) 2016; 23 M Abdel-Basset (107_CR4) 2018; 22 F Smarandache (107_CR27) 2014 JCF García (107_CR17) 2009 A Jiryaei (107_CR19) 2013; 4 M Abdel-Basset (107_CR3) 2018 M Abdel-Basset (107_CR8) 2018; 34 M Aslam (107_CR11) 2019 J De Andres-Sánchez (107_CR16) 2012; 12 M Abdel-Basset (107_CR1) 2018 RA Armstrong (107_CR9) 2002; 22 J Chen (107_CR14) 2017; 9 |
| References_xml | – volume: 12 start-page: 2435 year: 2012 end-page: 2441 ident: CR16 article-title: Claim reserving with fuzzy regression and the two ways of ANOVA publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2012.03.033 – volume: 56 start-page: 1015 year: 2014 end-page: 1020 ident: CR23 article-title: Application of ANOVA and Taguchi methods for evaluation of the surface roughness of Stellite-6 coating material publication-title: Mater Test doi: 10.3139/120.110665 – start-page: 174 year: 2009 end-page: 183 ident: CR17 article-title: On the robustness of type-1 and type-2 fuzzy tests vs. ANOVA tests on means publication-title: Emerging intelligent computing technology and applications. With aspects of artificial intelligence. ICIC 2009 – ident: CR30 – volume: 23 start-page: 43 year: 2016 end-page: 54 ident: CR22 article-title: Applications of ANOVA in mineral processing publication-title: Min Sci – year: 2014 ident: CR27 publication-title: Introduction to neutrosophic statistics – year: 2018 ident: CR3 article-title: A novel method for solving the fully neutrosophic linear programming problems publication-title: Neural Comput Appl doi: 10.1007/s00521-018-3404-6 – year: 2019 ident: CR11 article-title: A new attribute sampling plan using neutrosophic statistical interval method publication-title: Complex Intell Syst doi: 10.1007/s40747-018-0088-6 – start-page: 111 year: 2017 end-page: 121 ident: CR21 article-title: One-way ANOVA model with fuzzy data for consumer demand publication-title: Recent advances on soft computing and data mining. SCDM 2016 doi: 10.1007/978-3-319-51281-5_12 – volume: 11 start-page: 45 year: 2016 end-page: 61 ident: CR24 article-title: One-factor ANOVA model using trapezoidal fuzzy numbers through alpha cut interval method publication-title: Ann Pure Appl Math – volume: 9 start-page: 208 year: 2017 ident: CR14 article-title: Scale effect and anisotropy analyzed for neutrosophic numbers of rock joint roughness coefficient based on neutrosophic statistics publication-title: Symmetry doi: 10.3390/sym9100208 – volume: 89 start-page: 19 year: 2018 end-page: 30 ident: CR5 article-title: Three-way decisions based on neutrosophic sets and AHP-QFD framework for supplier selection problem publication-title: Future Gener Comput Syst doi: 10.1016/j.future.2018.06.024 – volume: 10 start-page: 1 year: 2013 end-page: 28 ident: CR12 article-title: Random fuzzy sets: a mathematical tool to develop statistical fuzzy data analysis publication-title: Iran J Fuzzy Syst – volume: 56 start-page: 943 year: 2012 end-page: 955 ident: CR18 article-title: Fuzzy data treated as functional data: a one-way ANOVA test approach publication-title: Comput Stat Data Anal doi: 10.1016/j.csda.2010.06.013 – volume: 4 start-page: 18 year: 2013 end-page: 33 ident: CR19 article-title: One-way ANOVA and least squares method based on fuzzy random variables publication-title: Turk J Fuzzy Syst – volume: 188 start-page: 133 year: 2008 end-page: 138 ident: CR29 article-title: Application of ANOVA to image analysis results of talc particles produced by different milling publication-title: Powder Technol doi: 10.1016/j.powtec.2008.04.036 – volume: 10 start-page: 132 year: 2018 ident: CR10 article-title: A new sampling plan using neutrosophic process loss consideration publication-title: Symmetry doi: 10.3390/sym10050132 – volume: 9 start-page: 123 year: 2017 ident: CR15 article-title: Expressions of rock joint roughness coefficient using neutrosophic interval statistical numbers publication-title: Symmetry doi: 10.3390/sym9070123 – year: 2018 ident: CR1 article-title: A hybrid Neutrosophic multiple criteria group decision making approach for project selection publication-title: Cogn Syst Res doi: 10.1016/j.cogsys.2018.10.023 – volume: 17 start-page: 43 year: 2017 end-page: 50 ident: CR20 article-title: Analysis of variance for fuzzy data based on permutation method publication-title: Int J Fuzzy Log Intell Syst doi: 10.5391/IJFIS.2017.17.1.43 – volume: 10 start-page: 116 year: 2018 ident: CR7 article-title: An extension of neutrosophic AHP–SWOT analysis for strategic planning and decision-making publication-title: Symmetry doi: 10.3390/sym10040116 – volume: 90 start-page: 489 year: 2019 end-page: 502 ident: CR2 article-title: A framework for risk assessment, management and evaluation: economic tool for quantifying risks in supply chain publication-title: Future Gener Comput Syst doi: 10.1016/j.future.2018.08.035 – volume: 22 start-page: 257 issue: 3 year: 2018 end-page: 278 ident: CR4 article-title: A hybrid approach of neutrosophic sets and DEMATEL method for developing supplier selection criteria publication-title: Des Autom Embed Syst doi: 10.1007/s10617-018-9203-6 – volume: 22 start-page: 248 year: 2002 end-page: 256 ident: CR9 article-title: The application of analysis of variance (ANOVA) to different experimental designs in optometry publication-title: Ophthalmic Physiol Opt doi: 10.1046/j.1475-1313.2002.00020.x – volume: 86 start-page: 12 year: 2018 end-page: 29 ident: CR6 article-title: NMCDA: a framework for evaluating cloud computing services publication-title: Future Gener Comput Syst doi: 10.1016/j.future.2018.03.014 – volume: 105 start-page: 114 year: 2011 end-page: 124 ident: CR28 article-title: Application of functional ANOVA to the study of thermal stability of micro–nano silica epoxy composites publication-title: Chemom Intell Lab Syst doi: 10.1016/j.chemolab.2010.11.006 – volume: 6 start-page: 397 year: 2018 end-page: 427 ident: CR13 article-title: Functional ANOVA with multiple distributions: implications for the sensitivity analysis of computer experiments publication-title: SIAM/ASA J Uncertain Quantif doi: 10.1137/16M1088545 – volume: 34 start-page: 3451 year: 2018 end-page: 3462 ident: CR25 article-title: Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings publication-title: J Intell Fuzzy Syst doi: 10.3233/JIFS-169525 – volume: 34 start-page: 4213 year: 2018 end-page: 4224 ident: CR8 article-title: A group decision making framework based on neutrosophic VIKOR approach for e-government website evaluation publication-title: J Intell Fuzzy Syst doi: 10.3233/JIFS-171952 – ident: CR26 – volume-title: Introduction to neutrosophic statistics year: 2014 ident: 107_CR27 – volume: 10 start-page: 132 year: 2018 ident: 107_CR10 publication-title: Symmetry doi: 10.3390/sym10050132 – start-page: 174 volume-title: Emerging intelligent computing technology and applications. With aspects of artificial intelligence. ICIC 2009 year: 2009 ident: 107_CR17 doi: 10.1007/978-3-642-04020-7_19 – volume: 86 start-page: 12 year: 2018 ident: 107_CR6 publication-title: Future Gener Comput Syst doi: 10.1016/j.future.2018.03.014 – volume: 12 start-page: 2435 year: 2012 ident: 107_CR16 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2012.03.033 – volume: 22 start-page: 257 issue: 3 year: 2018 ident: 107_CR4 publication-title: Des Autom Embed Syst doi: 10.1007/s10617-018-9203-6 – volume: 10 start-page: 116 year: 2018 ident: 107_CR7 publication-title: Symmetry doi: 10.3390/sym10040116 – volume: 4 start-page: 18 year: 2013 ident: 107_CR19 publication-title: Turk J Fuzzy Syst – volume: 89 start-page: 19 year: 2018 ident: 107_CR5 publication-title: Future Gener Comput Syst doi: 10.1016/j.future.2018.06.024 – volume: 56 start-page: 943 year: 2012 ident: 107_CR18 publication-title: Comput Stat Data Anal doi: 10.1016/j.csda.2010.06.013 – volume: 22 start-page: 248 year: 2002 ident: 107_CR9 publication-title: Ophthalmic Physiol Opt doi: 10.1046/j.1475-1313.2002.00020.x – volume: 56 start-page: 1015 year: 2014 ident: 107_CR23 publication-title: Mater Test doi: 10.3139/120.110665 – volume: 90 start-page: 489 year: 2019 ident: 107_CR2 publication-title: Future Gener Comput Syst doi: 10.1016/j.future.2018.08.035 – year: 2019 ident: 107_CR11 publication-title: Complex Intell Syst doi: 10.1007/s40747-018-0088-6 – volume: 9 start-page: 208 year: 2017 ident: 107_CR14 publication-title: Symmetry doi: 10.3390/sym9100208 – volume: 6 start-page: 397 year: 2018 ident: 107_CR13 publication-title: SIAM/ASA J Uncertain Quantif doi: 10.1137/16M1088545 – volume: 11 start-page: 45 year: 2016 ident: 107_CR24 publication-title: Ann Pure Appl Math – year: 2018 ident: 107_CR1 publication-title: Cogn Syst Res doi: 10.1016/j.cogsys.2018.10.023 – start-page: 111 volume-title: Recent advances on soft computing and data mining. SCDM 2016 year: 2017 ident: 107_CR21 doi: 10.1007/978-3-319-51281-5_12 – volume: 9 start-page: 123 year: 2017 ident: 107_CR15 publication-title: Symmetry doi: 10.3390/sym9070123 – volume: 188 start-page: 133 year: 2008 ident: 107_CR29 publication-title: Powder Technol doi: 10.1016/j.powtec.2008.04.036 – volume: 10 start-page: 1 year: 2013 ident: 107_CR12 publication-title: Iran J Fuzzy Syst – ident: 107_CR26 – volume: 17 start-page: 43 year: 2017 ident: 107_CR20 publication-title: Int J Fuzzy Log Intell Syst doi: 10.5391/IJFIS.2017.17.1.43 – volume: 23 start-page: 43 year: 2016 ident: 107_CR22 publication-title: Min Sci – ident: 107_CR30 – volume: 34 start-page: 3451 year: 2018 ident: 107_CR25 publication-title: J Intell Fuzzy Syst doi: 10.3233/JIFS-169525 – year: 2018 ident: 107_CR3 publication-title: Neural Comput Appl doi: 10.1007/s00521-018-3404-6 – volume: 105 start-page: 114 year: 2011 ident: 107_CR28 publication-title: Chemom Intell Lab Syst doi: 10.1016/j.chemolab.2010.11.006 – volume: 34 start-page: 4213 year: 2018 ident: 107_CR8 publication-title: J Intell Fuzzy Syst doi: 10.3233/JIFS-171952 |
| SSID | ssj0001778302 ssib044733412 ssib045327741 |
| Score | 2.4539402 |
| Snippet | The existing analysis of variance (ANOVA) test cannot be applied when the sample is selected from the population having come imprecise, fuzzy and uncertain... |
| SourceID | proquest crossref springer |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 403 |
| SubjectTerms | Complexity Computational Intelligence Data Structures and Information Theory Engineering Original Article Parameter uncertainty Students Teaching methods Test procedures University students Variance analysis |
| SummonAdditionalLinks | – databaseName: Advanced Technologies & Aerospace Database dbid: P5Z link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3LS8MwHA46PejBt1hf5OBJKTaP9td6EZENDzp2UBheSpKmMJBtrt3-fpOsDxXcxXPbQPP9kvxe-T6ErnTAJA9J5gvCTIAiwtiPqQYfmBRUaBAgHGX-M_T78XCYDKqEW1G1VdZ7otuos4myOfJb64ckEUQ8uJ9--lY1ylZXKwmNdbRhWRLswhyE77U9cQ6M8fb45iGjUCvNuBwMgKW_svpzJEl87iqZXnO7jltyeRNr24aiAHz68-hq_dFfJVR3MvV2__tPe2in8knxw9KI9tGaHh-g7ZeG0LU4RN2-npczp3kwUlhUTCZ4kuOFCbat5dzhb7VwXE7wvGn5wMWSQLM4Qm-97uvjk18pMPiKM2p16gmRxmXMkzjKYgWaCRKokCogUuVCgo6M_5EbJ0pyyGjGZKYyrTgRZuY0j9kx6ownY32CsKYG_FzEipGMB5okEEqIQqHjxAzApYeCenJTVdGTW5WMj7QhVnZ4pAaP1OKRUg9dN59Ml9wcq14-rzFIq2VapC0AHrqpUWwf_znY6erBztAWtWbjul7OUaeczfUF2lSLclTMLp2NfgGeGOiS priority: 102 providerName: ProQuest |
| Title | Neutrosophic analysis of variance: application to university students |
| URI | https://link.springer.com/article/10.1007/s40747-019-0107-2 https://www.proquest.com/docview/2310967640 |
| Volume | 5 |
| WOSCitedRecordID | wos000493607800006&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAON databaseName: Directory of Open Access Journals (DOAJ) customDbUrl: eissn: 2198-6053 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001778302 issn: 2199-4536 databaseCode: DOA dateStart: 20150101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2198-6053 dateEnd: 99991231 omitProxy: false ssIdentifier: ssib044733412 issn: 2199-4536 databaseCode: M~E dateStart: 20150101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVPQU databaseName: Advanced Technologies & Aerospace Database customDbUrl: eissn: 2198-6053 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001778302 issn: 2199-4536 databaseCode: P5Z dateStart: 20151201 isFulltext: true titleUrlDefault: https://search.proquest.com/hightechjournals providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 2198-6053 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001778302 issn: 2199-4536 databaseCode: BENPR dateStart: 20151201 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: Publicly Available Content Database customDbUrl: eissn: 2198-6053 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001778302 issn: 2199-4536 databaseCode: PIMPY dateStart: 20151201 isFulltext: true titleUrlDefault: http://search.proquest.com/publiccontent providerName: ProQuest – providerCode: PRVAVX databaseName: SpringerOpen customDbUrl: eissn: 2198-6053 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001778302 issn: 2199-4536 databaseCode: C24 dateStart: 20151201 isFulltext: true titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22 providerName: Springer Nature |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3dS8MwEA-y-aAPfovVOfLgk1JomrRJfdOxoeBKEYXpS0nSFAayydrt7zfJ2m4KE_SlUJIe7d01d5e7_A6AK-VhQQKUuRxhHaDwgLnMV9SlWHCfK8opt5D5TzSO2WgUJdU57qKudq9Tknalbg67EYP1rkNfU9_jUVevu-0AsciodW8FOU4IxZhUNttutFBqMK5MkzkURS6x6UpnI9Xv9mnldP7Ik1rzM9j_14sfgL3K24R3S_U4BFtqcgR21zAI9d2wAW4tjkE_VvNyZnsbjCXkFWIJnOZwoYNqoyG3cC3nDcspnDelHbBYAmUWJ-B10H_pPbhVpwVXEuybfvQICe0a5hELMyapwhx5MvAlRULmXFAVaj8j186SIDTzMywymSlJENdfpgjDp6A1mU7UGYDK10LOOZMYZcRTKKKBoGHAFYs0ASIc4NX8TWUFQ266YXykDYCy5Veq-ZUafqW-A66bRz6XGBy_Te7UQkur37FIjRMbhTQkngNuaiGthjcSO__T7Auw4xsp22KXDmiVs7m6BNtyUY6LWRe07_tx8ty12tq1sb--JsG7Hkkeh8nbFw7L44Q |
| linkProvider | Springer Nature |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1NT9wwEB1RilQ48I3YshQf6IUqIv5IJkFCVdWyArGsOICEegm240hIaBc2uyD-FL-xtjfJ0kpw49BzkpGcN7ZnPOP3AHZNyJWIaB5Iym2CIqMkSJjBALmSTBqUKD1lfhd7veTqKj2fgef6Loxrq6zXRL9Q5wPtzsj3XRySxhiL8PvdfeBUo1x1tZbQmLjFqXl6tClbeXjyy-L7lbHO0cXP46BSFQi04Mxpr1OqbBhUpEmcJxoNlzTUEdNIlS6kQhPbPbWwgYESmLOcq1znRgsqbeRtRMKt3Q_wUQibLNn5cx79rv1XCORcTMMFEXGGtbKNP_NBdHRbTu-OpmkgfOW01dzmE47M3ub2roEpxID9vVVO499_SrZ-J-ws_W__cBkWq5ib_JhMkhWYMf1VWDhrCGvLNTjqmfFo6DUdbjSRFVMLGRTkQQ7duY85IC9q_WQ0IOOmpYWUE4LQch0u32UcGzDbH_TNJhDDrHMXMtGc5iI0NMVIYRxJk6TWgFAtCGswM13RrzsVkNusIY72-GcW_8zhn7EW7DWf3E24R956uV1jnlXLUJlNAW_Bt9prpo9fNfb5bWM78On44qybdU96p1swz5zL-g6fNsyOhmOzDXP6YXRTDr_4-UHg-r2d6Q_joEYf |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8NAEF5ERfTgW4xW3YMnJTSb3WQ33qS2KNbSg0JvYV-BgqSlSfv73c2rVaggHkM2AzszycxkZr8PgFvtYUECpFyOsClQeMBc5mvqUiy4zzXllBeQ-X06GLDRKBpWPKdZPe1etyTLMw0WpSnN21OVtJuDb8Tivpsy2M76eNQ13-At25Cy1VdnCT9OCMWYVPG7-OlCqcW7soRzKIpcUrQunbVSv8eqZQL6o2dahKLewb83cQj2qywUPpZucwQ2dHoM9lawCc3VWwPomp2A7kDP81nBeTCWkFdIJnCSwIUptq3nPMCVXjjMJ3DejHzArATQzE7BR6_73nl2KwYGVxLsW556hIRJGZOIhYpJqjFHngx8SZGQCRdUhyb_SEwSJQhVvsJCSaUlQdzsTBOGz8BmOkn1OYDaN8ZPOJMYKeJpFNFA0DDgmkVGABEO8Gpdx7KCJ7csGZ9xA6xc6Cs2-oqtvmLfAXfNI9MSm-O3xa3agHH1mmaxTW6jkIbEc8B9bbDl7bXCLv60-gbsDJ96cf9l8HoJdn1r8GIepgU289lcX4FtucjH2ey6cN4vjpHqDA |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Neutrosophic+analysis+of+variance%3A+application+to+university+students&rft.jtitle=Complex+%26+intelligent+systems&rft.au=Aslam%2C+Muhammad&rft.date=2019-12-01&rft.pub=Springer+International+Publishing&rft.issn=2199-4536&rft.eissn=2198-6053&rft.volume=5&rft.issue=4&rft.spage=403&rft.epage=407&rft_id=info:doi/10.1007%2Fs40747-019-0107-2&rft.externalDocID=10_1007_s40747_019_0107_2 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2199-4536&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2199-4536&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2199-4536&client=summon |