True to the model or true to the data?
… model’s prediction more effectively. In the second setting we consider a model trained on
biological data … this case ”true to the data” and show that for a sparse model (Lasso regularized…
biological data … this case ”true to the data” and show that for a sparse model (Lasso regularized…
Modeling data revisions: Measurement error and dynamics of “true” values
JPAM Jacobs, S Van Norden - Journal of Econometrics, 2011 - Elsevier
… state-space methods to construct optimal forecasts and estimates of the underlying true
values; and we show how to optimally estimate trends or cycles from multiple data vintages. …
values; and we show how to optimally estimate trends or cycles from multiple data vintages. …
The true lift model: a novel data mining approach to response modeling in database marketing
VSY Lo - ACM SIGKDD Explorations Newsletter, 2002 - dl.acm.org
… Thus, we suggest that the quantitative business objective of a model, measured by its
effectiveness for campaigns, is to maximize (AB) – (CD), which is hereafter referred to as the true …
effectiveness for campaigns, is to maximize (AB) – (CD), which is hereafter referred to as the true …
Bayesian methods for analyzing true-and-error models
MD Lee - Judgment and Decision making, 2018 - cambridge.org
… posterior distribution of every model parameter for every model.1 These … is the true value
of the parameter, given the assumptions of the model, and the information provided by the data. …
of the parameter, given the assumptions of the model, and the information provided by the data. …
TEMAP2. R: True and error model analysis program in R
MH Birnbaum, EG Quispe-Torreblanca - Judgment and Decision …, 2018 - cambridge.org
… response patterns in a mixture, and separate variability in the data into components due
to variation of true preference patterns and components due to random error (as in Table 3). …
to variation of true preference patterns and components due to random error (as in Table 3). …
Simple statistical models for discrete panel data developed and applied to test the hypothesis of true state dependence against the hypothesis of spurious state …
JJ Heckman - Annales de l'INSEE, 1978 - JSTOR
… model presented in this paper is essentially a discrete data analogue of the familiar continuous
variate distributed lag model … to develop a model applicable to panel data and to develop …
variate distributed lag model … to develop a model applicable to panel data and to develop …
Reply to Hartig and Dormann: the true model myth
CT Perretti, SB Munch… - Proceedings of the …, 2013 - National Acad Sciences
… expectation that the “true model” ought to work the best, provided we know the true model
to begin with. However, one must question whether we ever know the true model in ecology. …
to begin with. However, one must question whether we ever know the true model in ecology. …
Prevalence dependence in model goodness measures with special emphasis on true skill statistics
I Somodi, N Lepesi, Z Botta‐Dukát - Ecology and evolution, 2017 - Wiley Online Library
… The sources we identified can serve as a checklist to safely control comparisons, so that
true discrimination capacity is compared as opposed to artefacts arising from data structure, …
true discrimination capacity is compared as opposed to artefacts arising from data structure, …
Assessing accuracy methods of species distribution models: AUC, specificity, sensitivity and the true skill statistic
… In that there was no data representing true absence of each species in Australia, the
proportions of the extent of Australia identified as suitable were calculated, as an index of potential …
proportions of the extent of Australia identified as suitable were calculated, as an index of potential …
Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS)
… model performance should not be affected by prevalence or the size of the specific data
set used for model … We propose the true skill statistic (TSS), also known as the Hanssen–Kuipers …
set used for model … We propose the true skill statistic (TSS), also known as the Hanssen–Kuipers …