Min. Mean Std. dev. Median Max. posterior mean of λD 0.0698 0.2016 0.0447 0.2009 0.3468 MLE of λD 0 0.214 0.103 0.1893 0.8542 posterior mean of λP 0.0526 0.1899 0.0638 0.1892 0.4135 MLE of λP 0 0.1876 0.1427 0.1579 0.7812 posterior mean of μD 0.032 0.0968 0.0397 0.0905 0.251 MLE of μD 0 0.1182 0.1469 0.072 0.8741 posterior mean of μP 0.0277 0.1779 0.0936 0.1601 0.5755 MLE of μP 0 0.2108 0.3619 ...

Supplementary Methods 6 MAPPING METHOD 6 General theory behind likelihood maximization 7 MLE for expected degrees κ 7 MLE for angular coordinates θ 8 MLE kernels 8 First MLE wrapper 8 Algorithm 1 9 Second MLE wrapper 9 Algorithm 2 10 Parameter estimation and finite size effects 10 Estimating γ 10 Estimating N and k̄ 11 Estimating β 12 DEALING WITH NEW-COMING ASs 12 SENSITIVITY TO MISSING LINKS 1...

This note studies the bias arises from the MLE estimate of the rate parameter and the mean parameter of an exponential distribution. 1 Motivation Although maximum likelihood estimation (MLE) methods provide estimates that are useful, the estimates themselves are not guaranteed to be unbiased. Nevertheless, MLE methods are still highly regarded in practice due to several of their properties, not...

BaOx(0.5 MLE 10 MLE)/Pt(111) (MLE: monolayer equivalent) surfaces were synthesized as model NOx storage reduction (NSR) catalysts. Chemical structure, surface morphology, and the nature of the adsorbed species on BaOx/Pt(111) surfaces were studied via X-ray photoelectron spectroscopy (XPS), temperature-programmed desorption (TPD), and low-energy electron diffraction (LEED). For θBaOx < 1 MLE, (...

Transcription levels of the genes on X chromosome are regulated through the dosage compensation mechanisms. The dosage compensation complex (DCC) localizes to X chromosome and activates the transcription of target genes in male 2-fold more than in female. Drosophila maleless (MLE), an ATPase/helicase, is a component of the DCC and essential for the viability of male flies. However, the function...

This paper considers the non-parametric maximum likelihood estimator (MLE) for the joint distribution function of an interval-censored survival time and a continuous mark variable. We provide a new explicit formula for the MLE in this problem. We use this formula and the mark-specific cumulative hazard function of Huang & Louis (1998) to obtain the almost sure limit of the MLE. This result lead...

Background & Objective: In traditional medicine, leaves of white mulberry (Morus alba L.) are used as antidiabetic agents. Considering the presence of flavonoids, this plant exhibits insulin mimetic activities. Nesfatin-1 is described as an anorexigenic regulatory peptide, which can influence glucose metabolism via insulin sensitivity enhancement. This study examined the effects of both mulberr...

The maximum likelihood estimator (MLE) for the proportional hazards model with current status data is studied. It is shown that the MLE for the regression parameter is asymptotically normal with vn-convergence rate and achieves the information bound, even though the MLE for the baseline cumulative hazard function only converges at nI/3 rate. Estimation of the asymptotic variance matrix for the ...