標(biāo)題: Titlebook: Vector Generalized Linear and Additive Models; With an Implementati Thomas W. Yee Textbook 2015 Thomas Yee 2015 Additive Model Theory.Gener [打印本頁(yè)] 作者: JAZZ 時(shí)間: 2025-3-21 19:09
書(shū)目名稱Vector Generalized Linear and Additive Models影響因子(影響力)
書(shū)目名稱Vector Generalized Linear and Additive Models影響因子(影響力)學(xué)科排名
書(shū)目名稱Vector Generalized Linear and Additive Models網(wǎng)絡(luò)公開(kāi)度
書(shū)目名稱Vector Generalized Linear and Additive Models網(wǎng)絡(luò)公開(kāi)度學(xué)科排名
書(shū)目名稱Vector Generalized Linear and Additive Models被引頻次
書(shū)目名稱Vector Generalized Linear and Additive Models被引頻次學(xué)科排名
書(shū)目名稱Vector Generalized Linear and Additive Models年度引用
書(shū)目名稱Vector Generalized Linear and Additive Models年度引用學(xué)科排名
書(shū)目名稱Vector Generalized Linear and Additive Models讀者反饋
書(shū)目名稱Vector Generalized Linear and Additive Models讀者反饋學(xué)科排名
作者: 辮子帶來(lái)幫助 時(shí)間: 2025-3-21 20:14 作者: 許可 時(shí)間: 2025-3-22 03:25 作者: 和藹 時(shí)間: 2025-3-22 06:24
Reduced-Rank VGLMsLMs except some of their constraint matrices are estimated. RR-VGLMs have with interesting properties and applications. It is a dimension-reduction method, e.g., when applied to the multinomial logit model it leads to the stereotype model. Another related class of models is row–column interaction mo作者: 高原 時(shí)間: 2025-3-22 11:37
Constrained Quadratic Ordinationconstrained quadratic ordination (CQO). QRR-VGLMs have a lot of potential applications in ecology where species–site data are collected. Topics include the basic ideas of ordination, the species packing model, latent variables as gradients, CQO estimation and interpretation, biplots, and calibration作者: 致詞 時(shí)間: 2025-3-22 13:14 作者: facetious 時(shí)間: 2025-3-22 20:38
Using the , Packagen trouble shooting and tricks, S4 versus?S3 nuances, and some details are given on some selected methods functions, e.g., ., .. Many of the topics will be revision for the seasoned?.?user. This chapter assumes prior familiarity with?.. Note that the software details presented here are subject to cha作者: 浮夸 時(shí)間: 2025-3-22 23:01
Some LM and GLM Variantsgly unrelated regressions (SUR), the Tobit model (censored LM), and AR(1) time series model (correlated data over time). And for logistic regression, this can be extended to bivariate binary responses, a two-stage sequential binomial process, and double-exponential family models.作者: 審問(wèn),審訊 時(shí)間: 2025-3-23 02:36
Univariate Discrete Distributionser variants, such as positive (zero-truncated), zero-inflated and zero-altered models, are described in a later chapter. A section is devoted to negative binomial regression, and it is shown that the VGLM/VGAM framework allows quite a number of variants to be naturally fitted.作者: 小口啜飲 時(shí)間: 2025-3-23 06:47
Univariate Continuous Distributionslated according to their support, and/or the distribution from which they are derived (e.g., beta-type, gamma-type), and/or their purpose (e.g., statistical size distributions, actuarial distributions).作者: faculty 時(shí)間: 2025-3-23 11:04
Categorical Data Analysisl logit model for nominal responses; and for ordinal responses: the proportional and non-proportional-odds models, continuation and stopping ratio models, and the adjacent categories model. Some other topics includes the .?argument for allowing?..-specific covariates, the Poisson trick, marginal eff作者: NORM 時(shí)間: 2025-3-23 15:34 作者: 旋轉(zhuǎn)一周 時(shí)間: 2025-3-23 18:47
Zero-Inflated, Zero-Altered and Positive Discrete Distributionsflated distributions are also mentioned. Specific examples include the zero-inflated Poisson and positive-binomial distributions. Another example concerns closed-population capture–recapture estimation, which is described in relatively more detail as an application of a positive-Bernoulli distributi作者: 心神不寧 時(shí)間: 2025-3-24 00:54
Textbook 2015 Comprising of about half-a-dozen major classes of statistical models, and fortified with necessary infrastructure to make the models more fully operable, the framework allows analyses based on many semi-traditional applied statistics models to be performed as a coherent whole..Since their advent in作者: 窩轉(zhuǎn)脊椎動(dòng)物 時(shí)間: 2025-3-24 03:31 作者: 牽索 時(shí)間: 2025-3-24 09:38 作者: 連接 時(shí)間: 2025-3-24 11:40
Reduced-Rank VGLMsthod, e.g., when applied to the multinomial logit model it leads to the stereotype model. Another related class of models is row–column interaction models (RCIMs), and two-parameter RR-VGLMs are described in this chapter. Some applications mentioned here and/or developed elsewhere include quasi-variances and indirect gradient analysis.作者: CARE 時(shí)間: 2025-3-24 18:32
Constrained Quadratic Ordinatione the basic ideas of ordination, the species packing model, latent variables as gradients, CQO estimation and interpretation, biplots, and calibration. Unconstrained QO (indirect gradient analysis) is also described. Some real-data examples are given.作者: obsolete 時(shí)間: 2025-3-24 21:51 作者: 沒(méi)血色 時(shí)間: 2025-3-24 23:27
Constrained Additive Ordination’ response curves as a function of the dominant gradient—e.g., they are not constrained to be symmetric bell-shaped, as with QRR-VGLMs. A few practical suggestions are given to aid the use of the modelling function?..作者: 薄荷醇 時(shí)間: 2025-3-25 05:41 作者: JUST 時(shí)間: 2025-3-25 10:33 作者: GROSS 時(shí)間: 2025-3-25 12:05 作者: manifestation 時(shí)間: 2025-3-25 19:17
d for much assistance in correcting errors in the original text. A.A. Karatsuba Introduction to the Second Russian Edition Number theory is the study of the properties of the integers. Analytic number theory is that part of number theory in which, besides purely number theoretic arguments, the metho作者: 天賦 時(shí)間: 2025-3-25 23:11 作者: consent 時(shí)間: 2025-3-26 03:48
Thomas W. Yeepolar groups form a three dimensional network, in which EPD sites (of the polar groups) interact with EPA sites..We have used this model to explain some of the interactions between 5-hydroxytryptamine (5-HT), the “5-HT receptor”, NH. and L-valine. As the rate of 5-HT binding increases at higher temp作者: irritation 時(shí)間: 2025-3-26 04:58 作者: 揉雜 時(shí)間: 2025-3-26 11:17 作者: 冬眠 時(shí)間: 2025-3-26 15:13
Thomas W. Yeecture notes from a one-semester course at Virginia Pol- ytechnic Institute, Texas A&M University, and George Washington University, and a senior elective course at Lehigh University. The text contains examples to demonstrate the various analysis techniques that are presented and each chapter (except作者: Vulnerary 時(shí)間: 2025-3-26 20:18
s or M-mode recordings. If a blunt velocity profile is assumed to exist at the valve level and slightly downstream from the valve, the flow volume or stroke volume may be calculated using the following equation:.where SV is the stroke volume, V is the spatial mean velocity, and A is the vessel cross作者: Herpetologist 時(shí)間: 2025-3-26 22:02
Thomas W. Yeeo much—an obvious point of diminishing returns and increasing boredom caused him to quit after a period of time. However, as his scientists pointed out to him, just suppose that each day he were on a project he obtained more information than the last; how tempting it would be to stay.作者: interlude 時(shí)間: 2025-3-27 01:18 作者: 思考而得 時(shí)間: 2025-3-27 09:16
Thomas W. Yee and any complex- ity arises from the coupling together of many simple circuits and the extensive use of feedback. Designing an electronic circuit and then getting it to work correctly provides an experience, and a sense of achievement, which is significantly different from most undergradu- ate work as it mor978-0-412-39990-9978-94-011-3118-6作者: CROAK 時(shí)間: 2025-3-27 11:31
Thomas W. Yeeopology and some familiarity with vector spaces. Outlines of the prerequisite material can be found in the appendices at the end of the text. It is suggested th978-1-4684-9475-4Series ISSN 0172-6056 Series E-ISSN 2197-5604 作者: 無(wú)法取消 時(shí)間: 2025-3-27 17:35
0172-7397 al models as generalized regression models, and the result is a much broader application base for GLMs and GAMs..The book can be used in senior undergraduate or first-year postgraduate courses on GLMs or catego978-1-4939-4198-8978-1-4939-2818-7Series ISSN 0172-7397 Series E-ISSN 2197-568X 作者: 躺下殘殺 時(shí)間: 2025-3-27 21:29 作者: 壓碎 時(shí)間: 2025-3-27 22:00 作者: 召集 時(shí)間: 2025-3-28 04:05
Thomas W. Yeeds to synaptic membranes. However, biochemical and physico-chemical properties of such binding sites (receptors) are not fully understood. Therefore, a number of partly contradictory biochemical models have been developed. The physico-chemical properties of the chemical structures involved are usual作者: Clinch 時(shí)間: 2025-3-28 06:57 作者: 通知 時(shí)間: 2025-3-28 11:04
Thomas W. YeeHayflick (.). He established a reliable protocol for the maintenance of fibroblast strains that was also favorable for stimulating cell proliferation. The reproducibility of the cell cultivation system he developed allowed the realization that normal diploid cells exhibit a limited proliferative pot作者: 細(xì)胞膜 時(shí)間: 2025-3-28 15:42 作者: Abnormal 時(shí)間: 2025-3-28 22:26
as the sole means of obtaining the data needed to derive this ratio. The Doppler estimation of the flow ratio involves the systematic interrogation of flow across the semilunar valves until a good quality flow velocity curve is recorded. The flow velocity curve should have a narrow spectral bandwidt作者: Merited 時(shí)間: 2025-3-29 01:11 作者: 包庇 時(shí)間: 2025-3-29 04:26 作者: 為寵愛(ài) 時(shí)間: 2025-3-29 10:26 作者: arsenal 時(shí)間: 2025-3-29 13:05
Thomas W. Yee ever increasing numbers. The microprocessor controlled coffee-pot exists. Most experimental physicists, and, indeed, experimental scientists in most disciplines, study their subject with the aid of apparatus containing significant amounts of electronics and much of that electronics is digital. In o作者: amnesia 時(shí)間: 2025-3-29 18:06
Introductionre used to illustrate them collectively and motivate some crucial concepts, e.g., constraint matrices, latent variables and the?. argument. Some elements of the S language are briefly summarized, especially those related to regression modelling as a whole.作者: 吞噬 時(shí)間: 2025-3-29 20:13
Using the , Packagen trouble shooting and tricks, S4 versus?S3 nuances, and some details are given on some selected methods functions, e.g., ., .. Many of the topics will be revision for the seasoned?.?user. This chapter assumes prior familiarity with?.. Note that the software details presented here are subject to change.作者: tattle 時(shí)間: 2025-3-30 03:00 作者: 和平主義 時(shí)間: 2025-3-30 06:00
Univariate Discrete Distributionser variants, such as positive (zero-truncated), zero-inflated and zero-altered models, are described in a later chapter. A section is devoted to negative binomial regression, and it is shown that the VGLM/VGAM framework allows quite a number of variants to be naturally fitted.作者: 遺產(chǎn) 時(shí)間: 2025-3-30 11:43
Univariate Continuous Distributionslated according to their support, and/or the distribution from which they are derived (e.g., beta-type, gamma-type), and/or their purpose (e.g., statistical size distributions, actuarial distributions).作者: defuse 時(shí)間: 2025-3-30 14:36
Categorical Data Analysisl logit model for nominal responses; and for ordinal responses: the proportional and non-proportional-odds models, continuation and stopping ratio models, and the adjacent categories model. Some other topics includes the .?argument for allowing?..-specific covariates, the Poisson trick, marginal effects, and genetic models.作者: 積習(xí)已深 時(shí)間: 2025-3-30 19:21
Vector Generalized Linear and Additive Models978-1-4939-2818-7Series ISSN 0172-7397 Series E-ISSN 2197-568X 作者: 滲入 時(shí)間: 2025-3-30 22:20
VGLMsThis chapter covers the most important class of models, viz.?vector generalized linear models (VGLMs). It includes the basic ideas of (parameter) link functions, constraint matrices, the . argument, inference, computational details, (e.g., QR?decomposition, Cholesky), residuals and diagnostics. Some basic details on software usage is given.作者: 贊美者 時(shí)間: 2025-3-31 03:46
Other TopicsThis chapter looks at a selection of miscellaneous topics, such as calculation of working weights by simulated Fisher scoring (SFS), information criteria for model selection, and bias-reduction (for GLMs). The latter has been used to obtain a finite solution to completely separated binary data.作者: 合同 時(shí)間: 2025-3-31 07:08
Bivariate Continuous DistributionsThis chapter lists a small number of bivariate distributions whose parameters can easily be estimated by IRLS. A handful of a special type of bivariate distribution, called copulas, are also implemented. Some special consideration is given to the bivariate normal distribution and Plackett’s bivariate distribution.作者: emulsify 時(shí)間: 2025-3-31 10:16 作者: 旋轉(zhuǎn)一周 時(shí)間: 2025-3-31 16:48
Thomas W. YeeFirst comprehensive book on Vector Generalized Linear Models.Builds on success of VGAM R package, which is used to show applications of the methodology.Techniques on regression and parametric and non-
