[PDF] Top 20 Partial least squares regression in the social sciences
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Partial least squares regression in the social sciences
... issue in psychological research is the problem of multicollinearity ...when the predictors are highly correlated). Multicollinearity can result in redundancy and can lead to high variability ... See full document
11
J. Braz. Chem. Soc. vol.25 número9
... cocaine in drug samples is an important task for law enforcement agencies such as the Brazilian Federal Police ...(BFP). In this sense, this paper proposes a method based on infrared spectra obtained ... See full document
8
Genomic prediction of biological shape: elliptic Fourier analysis and kernel partial least squares (PLS) regression applied to grain shape prediction in rice (Oryza sativa L.).
... of the genomic selection relative to conventional phenotypic selection have been suggested [18, ...from the perspec- tive of genetic improvement of plant organ shape, some of the great benefits of ... See full document
17
Estimating hierarchical constructs using consistent partial least squares
... for the first-order constructs and the second-order construct the type of measurement model can and should be determined ...factors. In a composite of common factors configuration, the ... See full document
21
Alternative smoothing strategies in smooth partial least squares path modelling
... relationships in the context of Partial Least Squares Path Modelling (PLS-PM) has received a growing interest in recent ...been the work of Henseler, Fassot, Dijkstra and ... See full document
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SIMULTANEOUS SPECTROPHOTOMETRIC DETERMINATION OF RABEPRAZOLE SODIUM AND DOMPERIDONE MALEATE IN CAPSULES BY CHEMOMETRIC METHODS
... official in any of the Pharmacopoeias and is chemically 2-({[4-(-3-mehotxypropoxy)-3- methyl-2- pyridyl] methyl} sulfinyl)-1H-benzimidazole ...official in British Pharmacopoeia and European ...for ... See full document
6
Composition Determination of Rubber Blends by Applying Differential Scanning Calorimetry and SPA-PLS Treatment
... determine the composition of natural rubber (NR) and styrene butadiene rubber (SBR) blends from the analysis of the data provided by the differential scanning calorimetry (DSC) ...consisting ... See full document
8
Estimation of physical properties of kraft paper by near infrared spectroscopy an partial least squares regression.
... AN PARTIAL LEAST SQUARES REGRESSION. The main objective of the present work is represented by the characterization of the physical properties of industrial kraft ... See full document
4
Monitoring Thaumastocoris peregrinus (Hemiptera: Thaumastocoridae) in Eucalyptus plantations with remote sensing / Monitoramento de Thaumastocoris peregrinus (Hemiptera: Thaumastocoridae) em plantios de Eucalyptus com sensoriamento remoto
... of the mapping presented in this paper supports the use of the combination of multispectral sensors, like Landsat, and Partial Least Squares Regression (PLSR) as a ... See full document
14
Recursive N-way partial least squares for brain-computer interface.
... observations) Partial Least Squares modeling is particularly suited ...Recursive Partial Least Squares [18] allows online identification of Partial Least ... See full document
13
The optimal number of partial least squares components in genomic selection for pork pH
... ABSTRACT: The main application of genomic selection (GS) is the early identification of genetically superior animals for traits difficult- to-measure or lately evaluated, such as meat pH (measured after ... See full document
5
Physico-chemical characterization of prato cheese by infrared spectroscopy and partial least squares regression.
... AND PARTIAL LEAST SQUARES REGRESSION. In this work an analytical methodology for the determination of relevant physicochemical parameters of prato cheese is reported, using ... See full document
7
A test for multigroup comparison using partial least squares path modeling
... recognized in the context of PLS-PM ...groups in the case of unobserved heterogeneity based on genetic algorithm segmentation (Ringle et ...reweighted regression (Schlittgen et ... See full document
14
PARTIAL LEAST SQUARES REGRESSION BASED VARIABLES SELECTION FOR WATER LEVEL PREDICTIONS
... that the original data contain missing ...problems in real datasets which are incomplete, redundant, inconsistent and noisy ...observation, the data has incomplete data which missing values in ... See full document
9
Partial least squares for face hashing
... much the results is the product of votes instead of the sum, which is akin to the intersection of subsets among all hash ...difference in the results and they require twice ... See full document
100
Prediction of ferric iron precipitation in bioleaching process using partial least squares and artificial neural network
... well the ANN trains. Here we use Scaled normalization to bring the data into dyna- mic range of the tangent sigmoid transfer function of the ...training the ANNs, the parame- ... See full document
11
Proteomic analysis of urine exosomes reveals renal tubule response to leptospiral colonization in experimentally infected rats.
... that the host immune system is activated by leptospiral antigens presented to the host im- mune ...on the plasma membrane of the renal tubular epithelium brush border would be upregulated due ... See full document
23
Quadrados mínimos parciais uni e multivariado aplicados na seleção genômica para características de carcaça em suínos.
... A principal contribuição da genética molecular é a utilização direta das informações de DNA no processo de identifi cação de indivíduos geneticamente superiores. Sob esse enfoque, idealizou-se a seleção genômica ampla ... See full document
8
On the Liu and almost unbiased Liu estimators in the presence of multicollinearity with heteroscedastic or correlated errors
... called the generalized least squares (GLS) estimator of β . The GLS estimator is the best linear unbiased estimator of β where Cov( ˜ β ) = σ 2 (X ′ V −1 X) −1 ...Since the rank ... See full document
13
J. Braz. Chem. Soc. vol.24 número3
... by the Federal Police of the Minas Gerais State (Brazil), which is the government organization responsible for international and interstate drug traffic ...is the second most populous state ... See full document
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