Applied Multivariate Statistical Analysis

By Wolfgang Karl Härdle, Léopold Simar. 2003

7,823 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/a11668c5494f594605eebf528c4003e60364c8b9

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Citations in the corpus

A review on the complementarity of renewable energy sources: Concept, metrics, application and future research directions (2019, methodology): “th indicators, relation of price variables (initial price, salvage value) of a car and its features, relation between job performance and company characteristics. The CCA method is fully described in [52]. With the southern half of the Iberian Peninsula as case study, Santos-Alamillos et al. (2012) ”
A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms (2000, background): “Details on LDA and QDA can be found in many statistics textbooks, e.g., Johnson and Wichern (1992) .”
Invasive and flexible: niche shift in the drosophilid Zaprionus indianus (Insecta, Diptera) (2010, methodology): “This can be used both as a measure of ‘‘similarity’’ among regions and to evaluate the ability of CVA in discriminating the areas (see Johnson and Wichern 1992 and Legendre and Legendre 1998 for an overall review of these techniques).”
Performance Evaluation of Some Clustering Algorithms and Validity Indices (2002, background): “Crude_Oil is an overlapping data [17] having 56 data points, five features, and three classes.”
The interaction of temperature and salinity on growth and food conversion in juvenile turbot (Scophthalmus maximus) (2001, methodology): “Ž. procedure see Johnson and Wichern, 1992 had the general form:”
MAMMOTH (Matching molecular models obtained from theory): An automated method for model comparison (2002, methodology): “From the rank correlation matrix we then derived the tree shown in Figure 12 by single linkage cluster analysis (Johnson and Wichern 1998) of the Spearman correlation coefficients.”
Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review (2007, methodology): “[9] Firms Korea 662 Auto-associative NN 1994–2000 [10] – Data used by Johnson and Wichern’s [50]* – LP to quadratic transformation, QDF –”
Properties of hierarchical Archimedean copulas (2013, background): “This problem is related to the multidimensional scaling problem, where having all paired distances between the cities, one has to recover the complete map, see [8].”
An introduction to Dynamic Energy Budget (DEB) models with special emphasis on parameter estimation (2006, neutral): “The 'statistical' approach treats the repeated measurements on each individual as a multivariate observation or profile (Johnson and Wichern 1988) that can be analysed by a multivariate analysis of variance (MANOVA).”
Water Quality Assessment and Pollution Source Identification of the Eastern Poyang Lake Basin Using Multivariate Statistical Methods (2016, neutral): “It constructs a discriminant function (DF) for each group [35].”
Application of the complex multivariate normal distribution to crystallographic methods with insights into multiple isomorphous replacement phasing. (2003, neutral): “The distribution of P(F 0 , F 1 , F F F , F n ; F, H 0 , H 1 , F F F , H n ) is also Gaussian with mean " = AE 12 AE À1 22 (F, H 0 , H 1 , F F F , H n ) and covariance matrix AE = AE 11 À AE 12 AE À1 22 AE 21 (e.g. Johnson & Wichern, 1992).”
An expert system for detection of breast cancer based on association rules and neural network (2009, neutral): “(Anderson, 1984; Dillon & Goldstein, 1984; Hand, 1981; Johnson & Wichern, 2002).”
Effects of Programmatic Selectivity on the Academic Achievement, Academic Self-Concepts, and Aspirations of Gifted College Students (2007, background): “These scores are hardly indicative of “low” or “high” ability though, as both scores easily fall within the realm of “average” (Johnson & Wichern, 2002).”