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101 0 $aeng
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181   $ctxt$2rdacontent
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200 10$aAdvanced Statistical Analysis for Soil Scientists /$fby Tancredo Souza
205   $a1st ed. 2025.
210  1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025.
215   $a1 online resource (165 pages)
311 08$a9783031881602 
327   $aPERMANOVA -- Analysis of Similarities (ANOSIM) -- Multiple Regression -- Principal component analysis (PCA) -- Redundancy analysis (RDA) -- Non-metric muldimensional scaling (NMDS) -- Canonical correspondence analysis (CCA) -- Structural equation modelling (SEM).
330   $aIn the evolving field of soil science, advanced statistical analysis has become essential for understanding complex soil processes. Handbook of Advanced Statistical Analysis Applied offers a comprehensive guide to modern statistical methods such as PERMANOVA, ANOSIM, PCA, NMDS, RDA, and SEM, tailored specifically for soil science research.Through practical examples and case studies, the book demonstrates how these techniques can be applied to analyze complex datasets, identify patterns, and model interactions within soil ecosystems. It provides step-by-step guidance on data preparation, analysis, and interpretation, making it a valuable resource for students, early-career researchers, and professionals in soil science. By combining theoretical foundations with practical applications, Handbook of Advanced Statistical Analysis Applied presentes analytical tools needed to conduct rigorous research, contribute to scientific knowledge, and address challenges in sustainable land management. This book serves as a critical resource for mastering advanced statistical approaches in soil science.
606   $aSoil science
606   $aArtificial intelligence$xData processing
606   $aMultivariate analysis
606   $aStatistics
606   $aRobust statistics
606   $aSoil Science
606   $aData Science
606   $aMultivariate Analysis
606   $aStatistical Theory and Methods
606   $aSystem Robustness
615  0$aSoil science.
615  0$aArtificial intelligence$xData processing.
615  0$aMultivariate analysis.
615  0$aStatistics.
615  0$aRobust statistics.
615 14$aSoil Science.
615 24$aData Science.
615 24$aMultivariate Analysis.
615 24$aStatistical Theory and Methods.
615 24$aSystem Robustness.
676   $a631.4
700   $aSouza$b Tancredo$01060399
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9911011770703321
996   $aAdvanced Statistical Analysis for Soil Scientists$94400395
997   $aUNINA