A random effect multiplicative heteroscedastic model for bacterial growth
نویسندگان
چکیده
منابع مشابه
Heteroscedastic BART Using Multiplicative Regression Trees
Bayesian additive regression trees (BART) has become increasingly popular as a flexible and scalable non-parametric model useful in many modern applied statistics regression problems. It brings many advantages to the practitioner dealing with large and complex non-linear response surfaces, such as a matrix-free formulation and the lack of a requirement to specify a regression basis a priori. Ho...
متن کاملSlope Heuristics for Heteroscedastic Regression on a Random Design
In a recent paper [BM06], Birgé and Massart have introduced the notion of minimal penalty in the context of penalized least squares for Gaussian regression. They have shown that for several model selection problems, simply multiplying by 2 the minimal penalty leads to some (nearly) optimal penalty in the sense that it approximately minimizes the resulting oracle inequality. Interestingly, the m...
متن کاملSURE Estimates for a Heteroscedastic Hierarchical Model.
Hierarchical models are extensively studied and widely used in statistics and many other scientific areas. They provide an effective tool for combining information from similar resources and achieving partial pooling of inference. Since the seminal work by James and Stein (1961) and Stein (1962), shrinkage estimation has become one major focus for hierarchical models. For the homoscedastic norm...
متن کاملA new logistic model for bacterial growth.
A new logistic model for bacterial growth was developed in this study. The model is based on a logistic model, which is often applied for biological and ecological population kinetics. The new model is described by a differential equation and contains an additional term for suppression of the growth rate during the lag phase, compared with the original logistic equation. The new model successfu...
متن کاملinvestigating the feasibility of a proposed model for geometric design of deployable arch structures
deployable scissor type structures are composed of the so-called scissor-like elements (sles), which are connected to each other at an intermediate point through a pivotal connection and allow them to be folded into a compact bundle for storage or transport. several sles are connected to each other in order to form units with regular polygonal plan views. the sides and radii of the polygons are...
ذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: BMC Bioinformatics
سال: 2010
ISSN: 1471-2105
DOI: 10.1186/1471-2105-11-77