000			02529nam a2200301Ia 4500
003			OSt
005			20250716162313.0
008			220909b |||||||| |||| 00| 0 eng d
020			_a9781420099652
037			_cTextual
040			_aCSL _beng _cCSL
041			_aeng
084			_aB281 Q1;1 _qCSL
100			_a Basu , Ayanendranath _eauthor. _9815789
245		0	_aStatistical Inference _b: The Minimum Distance Approach
260			_aNew York : _bCRC, _c2011.
300			_axix, 409p.
490			_aChapman & Hall/CRC Monographs on Statistics and Applied Probability
500			_aIncludes References 373-402p.and Index 403-409p.
520			_a Statistical Inference: The Minimum Distance Approach comprehensively overviews developments in density-based minimum distance inference for independently and identically distributed data. Extensions to other more complex models are also discussed.Comprehensively covering the basics and applications of minimum distance inference, this book introduces and discusses:The estimation and hypothesis testing problems for both discrete and continuous modelsThe robustness properties and the structural geometry of the minimum distance methodsThe inlier problem and its possible solutions, and the weighted likelihood estimation problem The extension of the minimum distance methodology in interdisciplinary areas, such as neural networks and fuzzy sets, as well as specialized models and problems, including semi-parametric problems, mixture models, grouped data problems, and survival analysis. Statistical Inference: The Minimum Distance Approach gives a thorough account of density-based minimum distance methods and their use in statistical inference. It covers statistical distances, density-based minimum distance methods, discrete and continuous models, asymptotic distributions, robustness, computational issues, residual adjustment functions, graphical descriptions of robustness, penalized and combined distances, weighted likelihood, and multinomial goodness-of-fit tests. This carefully crafted resource is useful to researchers and scientists within and outside the statistics arena.
650			_aInformation and engineering. _9815790
650			_aStatistical inferences. _9815791
650			_aStatistics.
700			_aShioya, Hiroyuki _eco-author. _9815792
700			_aPark, Chanseok _eco-author. _9815793
942			_hB281 Q1;1 _cTEXL _2CC _n0
999			_c13786 _d13786