LEADER 03601nam 2200577Ia 450 001 9910437909203321 005 20200520144314.0 010 $a9783642302787 010 $a3642302785 024 7 $a10.1007/978-3-642-30278-7 035 $a(CKB)3390000000030182 035 $a(SSID)ssj0000746156 035 $a(PQKBManifestationID)11418636 035 $a(PQKBTitleCode)TC0000746156 035 $a(PQKBWorkID)10861986 035 $a(PQKB)10459090 035 $a(DE-He213)978-3-642-30278-7 035 $a(MiAaPQ)EBC3070873 035 $a(PPN)168316269 035 $a(EXLCZ)993390000000030182 100 $a20120913d2013 uy 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 00$aTowards advanced data analysis by combining soft computing and statistics /$fChristian Borgelt ...[et al.] (eds.) 205 $a1st ed. 2013. 210 $aBerlin ;$aNew York $cSpringer$dc2013 215 $a1 online resource (X, 378 p.) 225 1 $aStudies in fuzziness and soft computing,$x1434-9922 ;$v285 300 $aBibliographic Level Mode of Issuance: Monograph 311 08$a9783642302770 311 08$a3642302777 320 $aIncludes bibliographical references and author index. 327 $aFrom the Contents: Arithmetic and Distance-Based Approach to the Statistical Analysis of Imprecisely Valued Data -- Linear Regression Analysis for Interval-valued Data Based on Set Arithmetic: A Bootstrap Confidence Intervals for the Parameters of a Linear Regression Model with Fuzzy Random Variables -- On the Estimation of the Regression Model M for Interval Data -- Hybrid Least-Squares Regression Modelling Using Confidence -- Testing the Variability of Interval Data: An Application to Tidal Fluctuation.-Comparing the Medians of a Random Interval Defined by Means of Two Different L1 Metrics.-Comparing the Representativeness of the 1-norm Median for Likert and Free-response Fuzzy Scales.-Fuzzy Probability Distributions in Reliability Analysis, Fuzzy HPD-regions, and Fuzzy Predictive Distributions. 330 $aSoft computing, as an engineering science, and statistics, as a classical branch of mathematics, emphasize different aspects of data analysis. Soft computing focuses on obtaining working solutions quickly, accepting approximations and unconventional approaches. Its strength lies in its flexibility to create models that suit the needs arising in applications. In addition, it emphasizes the need for intuitive and interpretable models, which are tolerant to imprecision and uncertainty. Statistics is more rigorous and focuses on establishing objective conclusions based on experimental data by analyzing the possible situations and their (relative) likelihood. It emphasizes the need for mathematical methods and tools to assess solutions and guarantee performance. Combining the two fields enhances the robustness and generalizability of data analysis methods, while preserving the flexibility to solve real-world problems efficiently and intuitively. 410 0$aStudies in fuzziness and soft computing ;$vv. 285. 606 $aMathematical statistics$xData processing 606 $aSoft computing 615 0$aMathematical statistics$xData processing. 615 0$aSoft computing. 676 $a006.3 701 $aBorgelt$b Christian$0280169 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910437909203321 996 $aTowards advanced data analysis by combining soft computing and statistics$94200498 997 $aUNINA LEADER 01384nas 2200421 c 450 001 9910895196703321 005 20260218110329.0 024 7 $aurn:nbn:de:hbz:6:2-65642 035 $a(CKB)3790000000123133 035 $a(DE-599)ZDB2578016-5 035 $a(OCoLC)1184344672 035 $a(OCoLC)682068023 035 $a(OCoLC)705912945 035 $a(DE-101)1007721758 035 $a(DE-599)2578016-5 035 $a(EXLCZ)993790000000123133 100 $a20101019a20019999 |y | 101 0 $ager 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aMitteilungen / Naturwissenschaftlicher Verein Paderborn e. V$ein Zusammenarbeit mit dem Naturkundemuseum in Marstall 210 31$aPaderborn$cNaturwissenschaftlicher Verein Paderborn$aPaderborn$cNaturkundemuseum$d2001- 215 $aOnline-Ressource 606 $aNaturwissenschaften$3(DE-588)4041421-8$3https://d-nb.info/gnd/4041421-8$3(DE-101)040414213$2gnd 607 $aPaderborner Hochfläche$2gnd 608 $aZeitschrift$2gnd-content 615 7$aNaturwissenschaften. 676 $a580 686 $a10 ; Paderborner Hochfla?che$a140100$a160100$a584000$2nwbib 801 0$b0006 801 1$bDE-101 801 2$b0006 906 $aJOURNAL 912 $a9910895196703321 996 $aMitteilungen$91921076 997 $aUNINA