Factor Analysis

Factor analysis is a statistical method used to describe variability among observed, correlated variables in terms of a potentially lower number of unobserved variables called factors. For example, it is possible that variations in six observed variables mainly reflect the variations in two unobserved (underlying) variables. Factor analysis searches for such joint variations in response to unobserved latent variables. The observed variables are modelled as linear combinations of the potential factors, plus "error" terms. Simply put, the factor loading of a variable quantifies the extent to which the variable is related with a given factor.A common rationale behind factor analytic …

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Publications

U4: U4 Anti-corruption Resources Centre · 18 April 2024

The Russian full-scale invasion has disrupted all areas of life in Ukraine, including education in Corruption within secondary the forms of the destruction of many school buildings and the displacement …

and Nahornyi, Y., випадки корупції. 2023. Factor analysis of causes of corruption risks in the educational


PICES: North Pacific Marine Science Organization · 17 April 2024 English

All names and claims expressed in this book of abstracts are solely those of the authors and do not represent those of the PICES Organization, nor those of their affiliated …

sustainability according to their perceived importance. Factor analysis was used to pull out four different “paradigms”


RAND Corporation · 8 April 2024 English

Introduces a systematic method for identifying communities of interest using contact graphs and community detection algorithms and evaluates this method.

in social media, while Makse [60] combined factor analysis with initiative voting records. 11Markov chains


World Bank Group · 5 April 2024 English

Understanding the economic costs attributable to unhealthy diets is crucial to inform health and agrifood investments in low- and middle-income countries experiencing nutrition transition. To review the current evidence on …

(derived from analytic approaches such as factor analysis) and context-dependent. The lack of consensus


World Bank Group · 4 April 2024 English

Understanding the economic costs attributable to unhealthy diets is crucial to inform health and agrifood investments in low- and middle-income countries experiencing nutrition transition. To review the current evidence on …

(derived from analytic approaches such as factor analysis) and context-dependent. The lack of consensus


UNU WIDER: United Nations University World Institute for Development Economics Research · 27 March 2024 English

The enduring authority and legitimacy of customary authority and customary chiefs is the result of several factors, from the power conferred on them by their status as custodians of the …

associated with chiefs’ power and conduct a factor analysis, which is reported in Table 2.10 Panel A shows power index’ using the factor created in the factor analysis exercise of Panel A, and regresses it on variables ‘predicted chief power’ variables. Together, the factor analysis as well as the predictors 10 Another central chiefs, we did not include this variable in the factor analysis for chief power. 15 of chief power allow us


PRRI: Public Religion Research Institute · 27 March 2024 English

10 RELIGIOUS CHANGE IN AMERICA Religious Switching in America: Winners and Losers in the American Religious Marketplace Overview of Religious Switchers In 2016, PRRI published data that examined the rate …

during religious services in the past year. 9 Factor analysis shows that all these five items load on one


SAIIA: South African Institute of International Affairs · 26 March 2024 English

Introduction The meeting of the 28th Conference of the Parties to the UN Framework Convention on Climate Change (COP28) in Dubai from 30 November to 13 December 2023 saw intense …

“The Application of Electronic Computers to Factor Analysis”, Educational and Psychological Measurement


NBER: National Bureau of Economic Research · 21 March 2024 English

This paper proposes latent factor models for multidimensional panels called 3D-PCA. Factor weights are constructed from a small set of dimension-specific building blocks, which give rise to proportionality restrictions of …

(1966) “Some mathematical notes on three-mode factor analysis,” Psychometrika, 31 (3), 279–311. Table 1:


World Bank Group · 18 March 2024 English

The complex relationship between climate shocks, migration, and adaptation hampers a rigorous understanding of the heterogeneous mobility outcomes of farm households exposed to climate risk. To unpack this heterogeneity, the …

(2023) and is based on principal-component factor analysis. See Table A2 in the Appendix for the list score is also built via principal-component factor analysis; see Table A2 in the Appendix for the list


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