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USA 1 United States 1 alumni giving 1 biased criteria 1 clusterwise linear regression 1 coefficients 1 cross-sectional heterogeneity 1 donations 1 education economics 1 education finance 1 educational development 1 educational economics 1 exchange algorithms 1 fundraising 1 group effects 1 higher education 1 intuitive criteria 1 latent class modelling 1 mean annual values 1 not-for-profit organisations 1 private universities 1 regression models 1 segment-level regression 1 segmentation 1 solicitation strategies 1 tailored strategies 1 within-segment variations 1
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Durango-Cohen, Elizabeth J. 1 Durango-Cohen, Pablo L. 1 Zhang, Weizeng 1
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International Journal of Education Economics and Development 1
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Did you mean: subject:"exchange algorithm" (19 results)
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A clusterwise linear regression model of alumni giving
Durango-Cohen, Pablo L.; Durango-Cohen, Elizabeth J.; … - In: International Journal of Education Economics and Development 3 (2012) 4, pp. 330-347
We present a clusterwise regression model to analyse alumni contributions to a private, PhD-granting university in the Midwestern USA. The model provides a framework to simultaneously segment a population, and to explain the effect of various factors on the mean annual value of donations. We...
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