Generalized least squares analysis

Part 1 of ebook "Regression modeling strategies: With applications to linear models, logistic and ordinal regression, and survival analysis (Second edition)" provides readers with contents including: Chapter 1 - Introduction; Chapter 2 - General aspects of fitting regression models; Chapter 3 - Missing data; Chapter 4 - Multi-variable modeling strategies; Chapter 5 - Describing, resampling, validating, and simplifying the model; Chapter 6 - R software; Chapter 7 - Modeling longitudinal responses using generalized least squares; Chapter 8 - Case study in data reduction;...

297p daonhiennhien 03-07-2024 1 1   Download

Ebook "Chemometrics with R: Multivariate data analysis in the natural sciences and life sciences" offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a comprehensive description of the general data analysis paradigm, from exploratory analysis (principal component analysis, self-organizing maps and clustering) to modeling (classification, regression) and validation (including variable selection).

289p tachieuhoa 28-01-2024 4 2   Download

Ebook Econometric analysis (Fifth edition): Part 1 includes contents: Chapter 1 introduction, chapter 2 the classical multiple linear regression model, chapter 3 least squares, chapter 4 finite-sample properties of the least squares estimator, chapter 5 large-sample properties of the least squares and instrumental variables estimators, chapter 6 inference and prediction, chapter 7 functional form and structural change, chapter 8 specification analysis and model selection, chapter 9 nonlinear regression models, chapter 10 nonspherical disturbances - the generalized regression model, chapter ...

402p haojiubujain03 24-07-2023 10 4   Download

Colorectal cancer has increased in Middle Eastern countries and exposure to environmental pollutants such as heavy metals has been implicated. However, data linking them to this disease are generally lacking.

12p vianrose2711 27-04-2021 12 4   Download

A template for estimating uncertainties (unc.) of measured neutron-induced fission, (n,f), cross-sections (cs) is presented. This preliminary template not only lists all expected unc. sources but also supplies ranges of unc., estimates for correlations between unc. of the same and different experiments which can be used if the information is nonexistent.

9p christabelhuynh 29-05-2020 5 0   Download

The study investigated the impact of information and communication technology (ICT) on electricity consumption in transitional economies using panel data analysis methods (dynamic generalized methods of moments [GMM], pooled ordinary least squares, fixed effects, random effects) with annual secondary data ranging from 1995 to 2014. Majority of prior studies on the subject matter had not focused on the impact of ICT on electricity consumption but on energy consumption, which is a broader area.

7p partimesinhvien 13-05-2020 17 1   Download

This paper develops a new network data envelopment analysis (DEA) model that simultaneously integrates the non-convex metafrontier and undesirable outputs and which is super efficient at performing dynamic network slacks-based measures. The model is employed to discuss the efficiency of 36 commercial banks in China during the years 2010–2014. The efficiency of these banks shows significant heterogeneity and the efficiency of most foreign banks has much room for improvement.

25p chauchaungayxua2 04-01-2020 17 2   Download

The main contents of the lecture consist of the following: Univariate time series analysis, the distribution of a sample average, least squares, instrumental variable method, simulating the finite sample properties, GMM, examples and applications of GMM, vector autoregression (VAR), kalman filter, outliers and robust estimators, generalized least squares,...

266p nomoney7 04-04-2017 41 2   Download

(bq) part 1 book "econometric analysis" has contents: econometrics, the linear regression model, least squares, the least squares estimator, hypothesis tests and model selection, hypothesis tests and model selection, endogeneity and instrumental variable estimation, the generalized regression model and heteroscedasticity,...and other contents.

722p bautroibinhyen22 22-03-2017 58 4   Download

A statistical analysis of new data suggests that television broadcasting will continue to prosper, despite increasing competition from cable TV carrying distant signals. Data on cable and noncable audience in 121 countries with well-defined signal choice support generalized least squares estimates of two models: total audience and audience shares. The models are used to simulate the effect of cabl......

0p nunongnuna 03-04-2013 42 7   Download