標(biāo)題: Titlebook: Regression Modeling Strategies; With Applications to Frank E. Harrell , Jr. Textbook 2015Latest edition Springer Nature Switzerland AG 2015 [打印本頁] 作者: External-Otitis 時間: 2025-3-21 19:04
書目名稱Regression Modeling Strategies影響因子(影響力)
作者: nepotism 時間: 2025-3-21 20:38 作者: 炸壞 時間: 2025-3-22 03:07
Case Study in Ordinal Regression, Data Reduction, and Penalization,ical signs and symptoms were used to develop a predictive model for an ordinal response. This response consists of laboratory assessments of diagnosis and severity of illness related to pneumonia, meningitis, and sepsis.作者: irritation 時間: 2025-3-22 05:22
Missing Data,There are missing data in the majority of datasets one is likely to encounter. Before discussing some of the problems of analyzing data in which some variables are missing for some subjects, we define some nomenclature.作者: 不知疲倦 時間: 2025-3-22 11:19
Case Study in Data Reduction,Recall that the aim of data reduction is to reduce (without using the outcome) the number of parameters needed in the outcome model.作者: 樂器演奏者 時間: 2025-3-22 15:12 作者: Tailor 時間: 2025-3-22 17:14 作者: 同義聯(lián)想法 時間: 2025-3-22 21:25
Regression Models for Continuous , and Case Study in Ordinal Regression,This chapter concerns univariate continuous .. There are many multivariable models for predicting such response variables, such as作者: EXCEL 時間: 2025-3-23 02:29 作者: GULF 時間: 2025-3-23 07:49
Frank E. Harrell , Jr.Fully revised new edition features new material and color figures.Published with mature, supplementary R package: rms.New chapters and sections on generalized least squares for analysis of serial resp作者: 熱心助人 時間: 2025-3-23 12:05 作者: 語源學(xué) 時間: 2025-3-23 16:42
https://doi.org/10.1007/978-3-319-19425-7Generalized least squares; Linear models; Logistic regression; Predictive modeling; R statistical softwa作者: 出沒 時間: 2025-3-23 20:55 作者: Obstruction 時間: 2025-3-23 22:41
Regression Modeling Strategies978-3-319-19425-7Series ISSN 0172-7397 Series E-ISSN 2197-568X 作者: 先鋒派 時間: 2025-3-24 04:52
0172-7397 uares for longitudinal data, the binary logistic model, models for ordinal responses, parametric survival regression models and the Cox semi parametric survival model.?A new emphasis is given to the robust anal978-3-319-33039-6978-3-319-19425-7Series ISSN 0172-7397 Series E-ISSN 2197-568X 作者: 誘導(dǎo) 時間: 2025-3-24 08:56 作者: 華而不實 時間: 2025-3-24 12:06 作者: Enliven 時間: 2025-3-24 16:41
Ordinal Logistic Regression, methods to continuous responses so as to obtain robust inferences. For example, the proportional odds model described later allows for a continuous . and is really a generalization of the Wilcoxon–Mann–Whitney rank test. Thus the semiparametric proportional odds model is a direct competitor of ordinary linear models.作者: CON 時間: 2025-3-24 21:13 作者: SLING 時間: 2025-3-25 01:55 作者: 不能強(qiáng)迫我 時間: 2025-3-25 06:10
Describing, Resampling, Validating, and Simplifying the Model,teness of the set of variables that are thought to measure confounding and are used for adjustment when the experiment is not randomized,lack of important measurement error, and lastly the goodness of fit of the model.作者: 確定 時間: 2025-3-25 07:45 作者: 孵卵器 時間: 2025-3-25 15:01
Introduction,thods that enable an analyst to develop models that will make accurate predictions of responses for . observations. Prediction could be considered a superset of hypothesis testing and estimation, so the methods presented here will also assist the analyst in those areas. It is worth pausing to explai作者: Insatiable 時間: 2025-3-25 16:00 作者: 口味 時間: 2025-3-25 23:58
Multivariable Modeling Strategies,ack of fit. Chapter 3 dealt with missing data, focusing on utilization of incomplete predictor information. All of these areas are important in the overall scheme of model development, and they cannot be separated from what is to follow. In this chapter we concern ourselves with issues related to th作者: 不易燃 時間: 2025-3-26 03:43 作者: NAG 時間: 2025-3-26 05:37
, Software,s described below is useful in the same situations. Functions in . 520 allow interaction spline functions as well as a wide variety of predictor parameterizations for any regression function, and facilitate model validation by resampling... is the most comprehensive tool for general regression model作者: nonplus 時間: 2025-3-26 10:30 作者: PALMY 時間: 2025-3-26 16:14 作者: biosphere 時間: 2025-3-26 18:29
Logistic Model Case Study 2: Survival of Titanic Passengers,assenger age, sex, ticket class, and the number of family members accompanying each passenger. Nonparametric regression is also used. Since many of the passengers had missing ages, multiple imputation is used so that the complete information on the other variables can be efficiently utilized. Titani作者: 輕率的你 時間: 2025-3-26 23:58 作者: 獨(dú)行者 時間: 2025-3-27 02:33 作者: Cirrhosis 時間: 2025-3-27 07:31
Transform-Both-Sides Regression,ges to the use of least squares, even when it is only used for estimation and not inference, including the following. Fitting multiple regression models by the method of least squares isone of the most commonly used methods in statistics. There are a number of challenges to the use of least squares,作者: 不滿分子 時間: 2025-3-27 10:01
Introduction to Survival Analysis,nt, the event could be analyzed as a binary outcome using the logistic regression model. For example, in analyzing mortality associated with open heart surgery, it may not matter whether a patient dies during the procedure or he dies after being in a coma for two months. For other outcomes, especial作者: Projection 時間: 2025-3-27 16:20
Case Study in Parametric Survival Modeling and Model Approximation,time model (accelerated failure time model) for time until death for the acute disease subset of SUPPORT (acute respiratory failure, multiple organ system failure, coma). We eliminate the chronic disease categories because the shapes of the survival curves are different between acute and chronic dis作者: Dappled 時間: 2025-3-27 19:36
Binary Logistic Regression, more of the descriptors are continuous. Without a statistical model, studying patterns such as the relationship between age and occurrence of a disease, for example, would require the creation of arbitrary age groups to allow estimation of disease prevalence as a function of age.作者: 合乎習(xí)俗 時間: 2025-3-27 23:46 作者: 調(diào)情 時間: 2025-3-28 05:59 作者: ACRID 時間: 2025-3-28 09:12
Modeling Longitudinal Responses using Generalized Least Squares,od model-based approaches have advantages including (1) optimal handling of imbalanced data and (2) robustness to missing data (dropouts) that occur not completely at random. The three most popular model-based full likelihood approaches are mixed effects models, generalized least squares, and Bayesian hierarchical models.作者: 暗諷 時間: 2025-3-28 13:19
Transform-Both-Sides Regression,ls by the method of least squares isone of the most commonly used methods in statistics. There are a number of challenges to the use of least squares, even when it is only used for estimation and not inference, including the following.作者: glans-penis 時間: 2025-3-28 17:00
Case Study in Parametric Survival Modeling and Model Approximation,stem failure, coma). We eliminate the chronic disease categories because the shapes of the survival curves are different between acute and chronic disease categories. To fit both acute and chronic disease classes would require a log-normal model with . parameter that is disease-specific.作者: Reverie 時間: 2025-3-28 19:52 作者: pulmonary-edema 時間: 2025-3-28 23:55 作者: ESO 時間: 2025-3-29 03:29 作者: ASSET 時間: 2025-3-29 09:53 作者: Interregnum 時間: 2025-3-29 12:13
Gyroscopic Effects in Engineering,n the United States, the management of chronic pain, including hospital and healthcare services, loss of work productivity, insurance compensation, medication, and litigation costs an estimated $40 to $50 billion annually (U.S. Department of Health, Education and Welfare, 1979). It has been estimate作者: Lucubrate 時間: 2025-3-29 15:46
les in solution and block copolymers both in solution and the melt. In this chapter, we review a systematic study of two dimensional micellization. The system upon which most of the work is based is a family of polystyrene (PS) - poly 4-vinylpyridine (PVP) block copolymers. For example a nearly symm作者: 縮影 時間: 2025-3-29 20:21 作者: 怪物 時間: 2025-3-30 03:34
Y. Nonaka,T. Fukushimalitative” research seem particularly concerned about legitimating their work. This desire for legitimation is stimulated in part by ongoing debates about the nature of human understanding and the way we come to know about the world. In healthy circumstances this produces a useful, self-critical disc作者: 較早 時間: 2025-3-30 07:01
Rada Spasi?ar interactions. Intuitively, they consist in sampling the abundance of each kind of biochemical entity within finite sets of intervals and deriving transitions accordingly. On one hand, formally-proven sound derivation from more precise descriptions (such as from reaction networks) may include many作者: 一窩小鳥 時間: 2025-3-30 12:03 作者: 搬運(yùn)工 時間: 2025-3-30 14:30 作者: Palter 時間: 2025-3-30 17:28
Grid Synchronisation Based on Frequency-Locked Loop Schemessignal (grid voltage). Schemes for both single-phase and three-phase cases are presented. The proposed schemes do not require transformation of variables into the synchronous frame coordinates as conventional phase-locked loop (PLL) schemes. Therefore, they are not based on the phase angle detection作者: 倔強(qiáng)不能 時間: 2025-3-30 22:50
,Die Herausbildung von professionellen Selbstverst?ndnissen bei Hochschullehrenden. Fallstudien zur d ungekl?rt, wie Hochschullehrende, die im deutschsprachigen Raum überwiegend auch in der Forschung t?tig sind, Lehrdispositionen und ein professionelles Selbstverst?ndnis als Lehrende auf der Universit?t in ihrem beruflichen Alltag aufbauen. Empirische Studien und Untersuchungen zu dieser Fragestel作者: Ligneous 時間: 2025-3-31 00:57 作者: nitroglycerin 時間: 2025-3-31 05:06
William H. Gass and the (Un)popularity of Words as Musicll-integrated system of aesthetic values. His formalist commitments, which determined his reputation as a radical postmodern innovator in American letters in the 1960s and 1970s, were recognized as highbrow conservatism during the 1980s. This chapter seeks a connection between Gass’s concept of lite作者: Texture 時間: 2025-3-31 09:37
Diabetes in Liver Diseaseabetes mellitus in patients with CLD. We also reviewed the clinical impact and therapeutic strategy for diabetes mellitus in patients with CLD. Recent progress using antidiabetic medication in non-alcoholic fatty liver disease/non-alcoholic steatohepatitis and hepatocellular carcinoma was also discussed.作者: exostosis 時間: 2025-3-31 15:23
Steady-State 13C Fluxomics Using OpenFLUX therefore developed for the purpose of streamlining the computational workflow. Here, we describe in detail the computational procedure for performing .C-MFA using OpenFLUX. We also provide some helpful information on model reconstruction and GC-MS data treatment.作者: 蘑菇 時間: 2025-3-31 18:22 作者: 兩種語言 時間: 2025-3-31 23:25
https://doi.org/10.1007/978-3-322-87373-6nh?nge, wie das Verh?ltnis von “Tugend und Gerechtigkeit” oder der “Subjektivismus des Glücks”., h?tten sich geradewegs für zeitbezogene Auffüllungen angeboten. Doch: hier verzweigen sich ganz offensichtlich die Wege philosophischen und soziologischen Denkens.作者: duplicate 時間: 2025-4-1 04:39 作者: commune 時間: 2025-4-1 06:15
Building Farm Resilience in a Changing Climate: Challenges, Potentials, and Ways Forward for Smallhopractising?such a system have organic certification and achieve a premium price for their cash crops. However, cocoa farmers in Alto Beni face many challenges. Prolonged droughts, heavy rains, floods, increased heat, and plant diseases are mentioned most by cocoa farmers. In this study we compile re作者: 聯(lián)邦 時間: 2025-4-1 13:33 作者: 燕麥 時間: 2025-4-1 16:25 作者: 到婚嫁年齡 時間: 2025-4-1 22:16 作者: HALL 時間: 2025-4-2 00:18
