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Browsing by Author "Carpenter, David Mark"
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Estimation of Semi-parametric Functional-coefficient Panel Data Models with Fixed Effects
Halder, Shaymal (2020-07-20)
We consider the problem of estimating a semiparametric varying coefficient panel data model where the unobserved individual effects are correlated with explanatory variables in an unknown arbitrary way using a local linear ...
Text and Predictive Analytics; Classification of On-line Customer Opinion Surveys
Yucel, Ahmet (2011-11-17)
Thanks to computers and other data storage technologies, today we can easily save and rapid access to enormous amounts of data. According to results a report published by Andrew Harbison & Pearse Ryan, the information ...
THEORY OF HIGH-DIMENSIONAL ℓ1-PENALIZED LOGISTIC REGRESSION
Otubo, Emmanuel (2023-08-04)
n the setting where sample size n is sufficiently large relative to the number of features p, a classical result is that fitting a logistic model by means of maximum likelihood produces estimates that are approximately ...