Mathematical modelling of special type double sampling plan with non-constant defective probabilityIn this paper, it is assumed that the proportion defective is a random variable that follows a beta distribution and the modified producer's risk and the consumer's risk for special type double ...
Today's trend is to distinguish between the non-Bayesian and Bayesian estimate methods. Any statistical or computational strategy that does not rely on Bayesian inference is referred to as a non-Bayesian method. Bayesian method utilizes prior subjective knowledge about the probability distribution of ...
Mapping cell type-specific gene expression quantitative trait loci (ct-eQTLs) is a powerful way to investigate the genetic basis of complex traits. A popular method for ct-eQTL mapping is to assess the interaction between the genotype of a genetic locus
, is specified1 by the type of the individual starting the process at time (generation) zero, and the vector-valued probability generating function (PGF)where the scalar quantity f() is the multi-type PGF of the numbers of individuals of the various types produced by an individual of type(...
Quality control (QC) is a critical component of single-cell RNA-seq (scRNA-seq) processing pipelines. Current approaches to QC implicitly assume that datasets are comprised of one cell type, potentially resulting in biased exclusion of rare cell types. W
Let us denote the initial observed cell type labels asyi=k, wherek∈{1,...,K} andKis the total number of cell types in a dataset, andidenotes cell index, wherei∈{1,...,N} andNis the total number of cells. In a multi-class classification problem (K≥ 3), the probability of ...
The well known Kotelnikoff's interpolation formula is extended to sample functions of nonstationary random processes of a certain class.(in Russian): (554 kB... ZA Piranashvili - 《Theory of Probability & Its Applications》 被引量: 27发表: 2006年 A note on sampling of bandlimited stochastic...
arising from independent nonidentically distributed (inid) three parameter Exponentiated Frechet (EF) random variabl... AA Jamjoom,ZA Al-Saiary - 《Journal of Probability & Statistics》 被引量: 9发表: 2012年 The Discrete Exponentiated-Chen Model and Its Applications GAMMA distributionsCENSORING (...
For a cell y belonging to cell type j, the probability of having the expression profile y = [y1,..,yi,..,yn] can be calculated as \({\mathrm{P}}\left( {y{\mathrm{|}}j} \right) = \frac{{(\mathop {\sum}\nolimits_i {y_i} )!}}{{\mathop {\prod }\nolimits_i (y_i...
The Poisson Regression Model (PRM) is one of the benchmark models when analyzing the count data. The Maximum Likelihood Estimator (MLE) is used to estimate the model parameters in PRMs. However, the MLE may suffer from various drawbacks that arise due to