Exponential Families In Theory And Practice Bradley Efron Cambridge University Press Αγγλικά Βιβλία Computing Technology

During The Past Half-Century Exponential Families Have Attained A Position At Center Of Parametric Statistical Inference Theoretical Advances Been Matched And More Than In World Applications Where Logistic Regression By Itself Has Become Go-To Methodology Medical Statistics Computer-Based Prediction Algorithms Social Sciences This Book Is Based On One-Semester Graduate Course For First Year Ph D Advanced Master\ S Students After Presenting Basic Structure Univariate Multivariate Their Application To Generalized Linear Models Including Poisson Described Detail Emphasizing Geometrical Ideas Computational Practice Analogy With Ordinary Connections Are Made Variety Current Methodologies: Missing Data Survival Analysis Proportional Hazards False Discovery Rates Bootstrapping Empirical Bayes Connects Family Theory Its Way That Doesn\ T Require Mathematical Preparation Σελίδες: 262 Διαστάσεις: 15 2X15 2Cm