Generalized logit and inverse logit functionGregory R. Warnes
currentDataset$.ipw1 = weight$weights.trunc weight <- ipwpoint(exposure = can_3, family = "binomial", link = "logit", numerator =~ can_1+can_2, denominator =~ can_1+can_2+failed_0+peer_can_0+antisocial_0+family_drug_use+sex+can_0+failed_1+peer_can_1+antisocial_1+failed_2+pe...
代码示例来源:origin: h2oai/h2o-3 publicfinaldoublelink(doublex){ switch(_link){ caseidentity: returnx; caseologit:// note: x here is the CDF caselogit: assert0<=x&&x<=1:"x out of bounds, expected <0,1> range, got "+x; returnMath.log(x/(1-x)); caseologlog: returnMath.log...
The clever covariate is derived based on the efficient influence function for the parameter of interest, and is defined as I(A=a)P(A=a|X=x)IA=aP(A=a|X=x) in the binary case under consideration. This covariate can be estimated from the treatment model in step 1. The coefficient of ...
Inverse logit functionLindsey Dietz
Binomial regression models with a flexible generalized logit link function. Symmetry 2020, 12, 221. [Google Scholar] [CrossRef] [Green Version] Klein, J.P.; Moeschberger, M.L. Survival Analysis: Techniques for Censored and Truncated Data, 2nd ed.; Springer: Berlin, Germany, 2003. [Google ...
Finally, the quantile function (qf) of the ETIW-G family is obtained by inverting (2). After some developments, we arrive at the following function: 𝑄(𝑢;𝑎,𝑏,𝜉)=𝑄𝐺(1−[1−log(1−𝑢1/𝑎)]−1/𝑏;𝜉),𝑢∈(0,1),Q(u;a,b,ξ)=QG1−1−log1...