Search Results - subject:"Linear Regression"

Error Correction Modelling of Wind Speed Through Hydro-Meteorological Parameters and Mesoscale Model: A Hybrid Approach

Ishak, Asnor; Remesan, Renji; Srivastava, Prashant; … - In: Water Resources Management 27 (2013) 1, pp. 1-23

hybridization of MM5 with four mathematical models (two regression models- the multiple linear regression (MLR) and the nonlinear …

Persistent link: https://www.econbiz.de/10010794756

Internationalization in Tertiary Education: Intra-European Students Mobility

Rachaniotis, Nikos P.; Kotsi, Filareti; … - In: Journal of Economic Integration 28 (2013), pp. 457-481

hamper this process. A linear regression model of the market shares of intra- European students and a linear regression model …

Persistent link: https://www.econbiz.de/10010840723

LAD variable selection for linear models with randomly censored data

Zhou, Zhangong; Jiang, Rong; Qian, Weimin - In: Metrika 76 (2013) 2, pp. 287-300

The least absolute deviations (LAD) variable selection for linear models with randomly censored data is studied through the Lasso. The proposed procedure can select significant variables in the parameters. With appropriate selection of the tuning parameters, we establish the consistency of this...

Persistent link: https://www.econbiz.de/10010846093

Profiteering from the Dot-com Bubble, Sub-Prime Crisis and Asian Financial Crisis

McAleer, Michael; Suen, John; Wong, Wing Keung - Department of Economics and Finance, College of … - 2013

This paper explores the characteristics associated with the formation of bubbles that occurred in the Hong Kong stock market in 1997 and 2007, as well as the 2000 dot-com bubble in NASDAQ. It examines the profitability of Technical Analysis (TA) strategies generating buy and sell signals with...

Persistent link: https://www.econbiz.de/10010907392

Application of fuzzy regression on air cargo volume forecast

Chou, Tsung-Yu; Liang, Gin-Shuh; Han, Tzeu-Chen - In: Quality & Quantity: International Journal of Methodology 47 (2013) 2, pp. 897-908

air cargo volumes, uncertainty factors often cause deviation in estimations derived from traditional linear regression … analysis. Aiming to enhance forecast accuracy by minimizing deviations, fuzzy regression analysis and linear regression …

Persistent link: https://www.econbiz.de/10010992992

Nonsmooth nonconvex optimization approach to clusterwise linear regression problems

Bagirov, Adil M.; Ugon, Julien; Mirzayeva, Hijran - In: European Journal of Operational Research 229 (2013) 1, pp. 132-142

this paper, a new approach for solving the clusterwise linear regression problems is proposed based on a nonsmooth … divides the whole data set into groups which can be easily approximated by one linear regression function. A special procedure …

Persistent link: https://www.econbiz.de/10011052638

Sparse regularized local regression

Vidaurre, Diego; Bielza, Concha; Larrañaga, Pedro - In: Computational Statistics & Data Analysis 62 (2013) C, pp. 122-135

The intention is to provide a Bayesian formulation of regularized local linear regression, combined with techniques for …

Persistent link: https://www.econbiz.de/10011056430

An extended variable inclusion and shrinkage algorithm for correlated variables

Mkhadri, Abdallah; Ouhourane, Mohamed - In: Computational Statistics & Data Analysis 57 (2013) 1, pp. 631-644

The problem of variable selection for linear regression in a high dimension model is considered. A new method, called …

Persistent link: https://www.econbiz.de/10011056435

Sequential Monte Carlo on large binary sampling spaces

Schäfer, Christian; Chopin, Nicolas - Université Paris-Dauphine (Paris IX) - 2013

practical motivation for this problem is variable selection in a linear regression context. We want to sample from a Bayesian …

Persistent link: https://www.econbiz.de/10011074311

Effects of home-based Voluntary Counselling and Testing on HIV-related stigma: Findings from a cluster-randomized trial in Zambia

Jürgensen, Marte; Sandøy, Ingvild Fossgard; Michelo, … - In: Social Science & Medicine 81 (2013) C, pp. 18-25

HIV-related stigma continues to be a prominent barrier to testing, treatment and care. However, few studies have investigated changes in stigma over time and the factors contributing to these changes, and there is no evidence of the impact of HIV testing and counselling on stigma. This study was...

Persistent link: https://www.econbiz.de/10011042733