Sentences with phrase «factor loadings»

Factor loadings refer to the measurement of how strongly a variable is associated with a particular factor in a statistical analysis, such as factor analysis. It tells us how much influence or contribution a variable has towards a factor. A high factor loading indicates a strong relationship, while a low factor loading suggests a weak or negligible connection. Full definition
For factor loadings of 0.40 or better, we determined this item as belonging to a factor [27], and employed the number of factors where the accumulated proportion was over 50 % [28].
Comparison of factor loadings for anthropometric and physiometric measures among type 2 diabetic males, pre and postmenopausal females in North Indian Punjabi population
EFA on these four indicators yielded a one factor solution with factor loadings ranging from.60 to.79, which supports the feasibility of constructing a composite score.
Factor 3, labeled free time spent with the spouse, had a single item load on that assessed preference for spending free time (factor loading =.984).
The remaining three items loaded on a unique factor of preventive courtship, with factor loadings ranging between 0.80 and 0.98.
As there were no items with factor loadings below 0.40 among these, and
A single - factor solution, with high factor loadings for each construct, was seen as support for the hypothesis that the indicators representing the construct addressed one underlying dimension and could thus be combined into a composite score.
Standardized regression weights were specified and factor loading <.35 was considered as acceptable value (Anastasi & Urbina, 1997; Field, 2009).
Table 1 shows factor loadings from the analysis; the first set of results are for loadings using all U.S. census tracts in 1990 and 2000, and the second set shows loadings using only Chicago neighborhoods.
However, the Cronbach's α of the riskiness factor was lower than the acceptance criterion (0.7), which again may be because of the poor factor loading of safe (item 9).
However, some of the items only weakly described one of the factors as indicated by the low factor loadings (< 0.3); therefore, reconsideration of the items may be necessary in the future.
One - way and two - way arrows indicate factor loadings and between - factor correlations, respectively.
Little differentiation was found between factor loadings of the indices with respect to market beta, small size, or momentum, and none created alpha.
A tendency among some of the researchers «to rush prematurely into print and marketing with very early and preliminary indications of factor loadings based on one dataset (Curry 1990, 51, in Coffield et al., 2004)».
On the other hand, value and quality factor loadings were different between indices, and they generally aligned either by constituent selection or weighting.
Confirmatory factor analysis standardised factor loadings of variables selected from exploratory factor analysis
Results of the confirmatory factor analysis: Standardized factor loadings as obtained for the six - correlated factors model for the parent (N = 2,343) and teacher version (n = 122) of the BIQ
Acceptable factor loadings were those > 0.40 for the overall subscale
For each mutual fund, we estimate on a trailing basis up to time t, the Fama — French — Carhart four factor loadings using a multivariate regression for each fund, at a monthly frequency:
The standardized factor loadings obtained in the two - factor model using item parceling techniques are displayed in Figure 1.
Based on the factorial structure of the original version of the test we expected different factor loadings for positive and
The research we present in this article provides evidence that valuations are a key reason for this mean reversion: underperforming managers tend to hold cheaper assets, with cheaper factor loadings, setting them up for good subsequent performance, whereas recently winning managers tend to hold more - expensive assets.
However, live results for mutual funds that take on a momentum factor loading are surprisingly weak.1 No US - benchmarked mutual fund with «momentum» in its name has cumulatively outperformed its benchmark since inception, net of fees and expenses.
Exploratory factor analysis (EFA) using principal component extraction method with Varimax rotation, was conducted to determine the factor structure of the items of the instrument (items with factor loadings ≥ 40 were retained).
Factor loadings at.4 are commonly considered a lower bound for including items in a factor (Ford et al. 1986).
All items had significant primary factor loadings to the intended factor with no cross-loading items.
The first factor loading (life satisfaction) was fixed to 1, the loadings of positive and negative affect on personal well - being as latent variable were statistically significant for both partner and ICP variables (P < 0.01).
The slope factor mean, M = 0.61, p = 0.01, and factor loadings suggested that quantity x frequency of use for drinkers increased over time with a particularly steep increase between W6 and W7.
Full one - headed arrows represent main factor loadings, dashed one - headed arrows represent cross-loadings, two - headed arrows represent correlations.
However, the results of an initial CFA, which utilized a WLSMV - estimator (i.e., Weighted Least Square estimator with a Mean - and Variance - adjusted Chi square test statistic) because of the categorical coding categories, showed some support for these two factors through the satisfactory to good factor loadings (>.30; as stated by Tabachnick and Fidell 2007) for all but two items («constraining» and «shame inducing»).
The results of explorative factor analysis primarily suggested a single - factor structure with nine out of 10 items (factor loading = 0.66 — 0.79).
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