Classic analysis of the subject and the development of personal probability; one of the greatest controversies in modern statistcal thought. New preface and new footnotes to 1954 edition, with a supplementary 180-item annotated bibliography by author. Calculus, probability, statistics, and Boolean algebra are recommended.
This text provides a through, straightforward first course on basics statistics. Emphasizing the application of theory, it contains 200 fully worked examples and supplies exercises in each chapter-complete with hints and answers.
Foundational research focuses on the theory, but theories are to be related also to other theories, experiments, facts in their domains, data, and to their uses in applications, whether of prediction, control, or explanation.
A synthesis of foundational studies in Bayesian decision theory and statistics.
" Appendices introduce R and Python and contain solutions for odd-numbered exercises. The book's website (http://stat4ds.rwth-aachen.de/) has expanded R, Python, and Matlab appendices and all data sets from the examples and exercises.
... 11 iterations ## Return code 1: gradient close to zero ## Log-Likelihood: -298 (5 free parameter(s)) ## Estimate(s): 0.34 1.95 4.24 0.228 0.431 # Nelder-Mead doesn't converge (fast enough) maxLik(loglik.faithful, x = geyser$duration ...
It includes ample exercises that involve both theoretical studies as well as empirical applications. The book begins with an introduction to the stylized features of big data and their impacts on statistical analysis.
This volume is a collection of papers presented at a conference held in Shoresh Holiday Resort near Jerusalem, Israel, in December 2000 organized by the Israeli Ministry of Science, Culture and Sport.
Classic 1912 article reformulated the foundations of the statistical approach in mechanics.
Provides an introduction to modern statistical theory for social and health scientists while invoking minimal modeling assumptions.
In R. Casey and B. Croft (eds.), Second Annual Symposium on Document Analysis and Information ... Stolcke, A., E. Shriberg, R. Bates, N. Coccaro, D. Jurafsky, R. Martin, M. Meteer, K. Ries, P. Taylor, and C. Van Ess-Dykema. 1998.