Statistical Modelling For Heterogeneous Dataset
Journal Title: International Journal of Mathematics and Statistics Invention - Year 2017, Vol 5, Issue 2
Abstract
Statistical modelling is of prime importance in each and every sphere of data analysis. This paper reviews the justification of fitting linear model to the collected data. Inappropriateness of the fitted model may be due two reasons 1.wrong choice of the analytical form, 2. Suffers from the adverse effects of outliers and/or influential observations. The aim is to identify outliers using the deletion technique. In I extend the result of deletion diagnostics to the ex- changeable model and reviews some results of model analytical form checking and the technique illustrated through an example.
Authors and Affiliations
Sibnarayan Guria
The Schur Complement of Gyroscopically Stabilized Quadratic Pencils
In this paper we consider a taking advantage of the Schur complement of gyroscopically stabilized quadratic pencils. All eigenvalues of the gyroscopically stabilized quadratic problems are real and lying in four disjoint...
Fibonacci Matrix Summability of Fourier series
This note aims at applying recently defined infinite matrix method which we apply in the summation of Fourier series. The summation amounts to uniform convergence of Fourier series as maintained by Fejer, since1904.
Statistical Modelling For Heterogeneous Dataset
Statistical modelling is of prime importance in each and every sphere of data analysis. This paper reviews the justification of fitting linear model to the collected data. Inappropriateness of the fitted model may be due...
Designing a Software Application for Fibered Fano Planes
In this work, a computer program is designed to determine all fibered projective planes with base projective plane which is Fano plane. By applying this program we obtain the fibered points and lines of all these fibered...
The Strategy for Air Pollution Decision Services of Six Urban Districts in Tianjin
Tianjin has been undergoing long-time air pollution in recent years. According to the real-time observational data, which is collected through eight monitoring stations of Tianjin Environment Monitoring Center (the cente...